Split (2)

train · 2.95k 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 2025-05-04 16:02:13	reward_model.ground_truth.action stringclasses 4 values	reward_model.ground_truth.action_argument stringlengths 0 117	reward_model.style stringclasses 1 value	extra_info.split stringclasses 1 value	extra_info.index int64 0 2.95k	extra_info.answer.timestamp stringdate 2025-03-24 21:16:32 2025-05-04 16:02:13	extra_info.answer.action stringclasses 4 values	extra_info.answer.action_argument stringlengths 0 117	extra_info.question stringlengths 4.06k 57.1k	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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-07T18:20:58.895Z\", \"action\": \"click_product\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:21:07.489Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:09.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:11.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:20.876Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:23.221Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:26.657Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:28.786Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:33.343Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:34.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:37.571Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:40.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:00.904Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:05.849Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:11.128Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:22.832Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:23.064Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:37.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:51.588Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:24:03.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:34.381Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:55.536Z\", \"action\": \"purchase\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:29:17.580Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:24.162Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:25.277Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T19:14:18.292Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T20:15:33.578Z\", \"action\": \"click_product\", \"action_argument\": \"B000VOPG0E\"}\n{\"timestamp\": \"2025-04-08T20:15:51.067Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:53.952Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:54.521Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T03:49:53.180Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:50:31.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:27.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:41.354Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:04.938Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:47.156Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:03.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:14.375Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T19:41:05.616Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:42:30.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T19:42:44.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:43:31.289Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T19:44:14.384Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T20:08:21.248Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:08:23.144Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-11T20:08:27.771Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T20:08:38.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T20:56:29.975Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors\"}\n{\"timestamp\": \"2025-04-11T20:56:47.908Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:48.635Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:56:53.291Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors set ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:53.698Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:57:10.187Z\", \"action\": \"click_product\", \"action_argument\": \"B0CZDFXDPQ\"}\n{\"timestamp\": \"2025-04-11T20:57:17.933Z\", \"action\": \"purchase\", \"action_argument\": \"B0CZDFXDPQ\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-11T20:57:54.793Z\", \"action\": \"input\", \"action_argument\": \"extension cords\"}\n{\"timestamp\": \"2025-04-11T20:58:23.134Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:23.266Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"extension cords\"}],\n\"cart_items\": [{\"title\": \"Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults\", \"asin\": \"B0CZDFXDPQ\", \"price\": \"$12.89\", \"quantity\": \"1\"},\n{\"title\": \"SENSYNE 62\\\" Phone Tripod & Selfie Stick, Extendable Cell Phone Tripod Stand with Wireless Remote and Phone Holder, Compatible with iPhone Android Phone, Camera\", \"asin\": \"B09TQY66NH\", \"price\": \"$19.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Surge Protector Flat Extension Cord Flat Plug Power Strip, 8 AC Outlets, 3 USB Charger(1 USB C Port) 3-Sided Outlet Extender, 5 Ft, 900 Joules Protection, Office Supplies, Dorm Room Essentials, Grey\", \"asin\": \"B0BLTYNJCK\", \"price\": \"$18.97\", \"quantity\": \"\"},\n{\"title\": \"TROND Surge Protector Power Strip, 4000 Joules, ETL Listed, 13 Widely-Spaced Outlets Expansion with USB C Ports, Low-Profile Flat Plug, Wall Mountable, 5ft Extension Cord, 14AWG Heavy Duty, Black\", \"asin\": \"B08BJWRZGY\", \"price\": \"$29.98\", \"quantity\": \"\"},\n{\"title\": \"Power Strip, ALESTOR Surge Protector with 12 Outlets and 4 USB Ports, 6 Feet Extension Cord (1875W/15A), 2700 Joules, ETL Listed, Black\", \"asin\": \"B08P5LRY37\", \"price\": \"$15.98\", \"quantity\": \"\"},\n{\"title\": \"Flat Plug Surge Protector Power Strip, TESSAN 5 ft Ultra Thin Extension Cord with 3 USB Wall Charger(1 USB C Port), 4 Outlets Slim Desk Charging Station for Travel, Office, Dorm Room Essentials\", \"asin\": \"B0B5CNGKRH\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B07HNWKS3S\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0BQ17FTKB\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Surge Protector Power Strip, SUPERDANNY 18 AC Outlets with 4 USB Ports, 1875W/15A, 2100J, 6.5FT Flat Plug Heavy Duty Extension Cord with Wall Mount Holes for Home, Office, Gaming Room,Dorm, Black\", \"asin\": \"B0CC1KKJ1J\", \"price\": \"$19.18\", \"quantity\": \"\"},\n{\"title\": \"Power Strip Tower with Wireless Charger, Flat Plug Surge Protector Tower with 6FT Extension Cord, 12 AC Multiple Outlets, 4 USB (2 USB C),15W Wireless Charging Power Tower for Home Office Dorm, White\", \"asin\": \"B0DF55HV2Z\", \"price\": \"$26.24\", \"quantity\": \"\"},\n{\"title\": \"Tower Power Strip Flat Plug with 11 Outlets 3 USB (1 USB C), TESSAN Surge Protector Tower 1625W/13A,1050J Protection, 6 Feet Extension Cord with Multiple Outlets, Office Desk Supplies, Dorm Essentials\", \"asin\": \"B092Q99N22\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Power Strip 23 in 1, 20 Outlets Surge Protector Wall Mount with 2 USB+1 USB C Ports, Multi Plug Extension Cord 6ft Heavy Duty, Accessories for Gaming, Studio, Home, Office, Desk Organizers\", \"asin\": \"B09FF5YV2T\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"[UL Listed] Cable Matters 2-Pack 16 AWG 2 Prong Extension Cord 6 ft, 13A 3-Outlet Extension Cords with Tamper Guard, 13 Amp, 1625 Watts, White\", \"asin\": \"B01MTYL3HS\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"GearIT 50-Amp Extension Cord for RV and EV (50 Feet) 4-Prong 250-Volt, Tesla Model 3/S/X/Y, NEMA 14-50P to 14-50R 6/3, 8/1 STW AWG Gauge Outdoor Auto Power Cord\", \"asin\": \"B0881C92SM\", \"price\": \"$198.00\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Flat Plug Extension Cord 5 FT, TESSAN Surge Protector Power Strip with 4 AC Outlets 1 USB C and 2 USB A Ports, 900 Joules Protection, Multiple Wall Outlet Extender Suitable for Home Office Dorm.\\\" Limited time Deal. Price was $19.11. Current price is $15.29 after 20% off. Eligible for Prime.\", \"asin\": \"B0BQ17FTKB\"},\n{\"title\": \"Go to detail page for \\\"Surge Protector Flat Extension Cord Flat Plug Power Strip, 8 AC Outlets, 3 USB Charger(1 USB C Port) 3-Sided Outlet Extender, 5 Ft, 900 Joules Protection, Office Supplies, Dorm Room Essentials, Grey.\\\" Limited time Deal. Price was $24.74. Current price is $18.97 after 23% off. Eligible for Prime.\", \"asin\": \"B0BLTYNJCK\"},\n{\"title\": \"Go to detail page for \\\"Flat Plug Surge Protector Power Strip, TESSAN 5 ft Ultra Thin Extension Cord with 3 USB Wall Charger(1 USB C Port), 4 Outlets Slim Desk Charging Station for Travel, Office, Dorm Room Essentials.\\\" sbx-creatives-price. Eligible for Prime.\", \"asin\": \"B0B5CNGKRH\"}],\n\"search_results\": [{\"title\": \"Amazon Basics Extension Cord, 15 Ft, 3 Prong Outlet Extender, Indoor Extension Cord, 13 Amps, 125V, Black\", \"asin\": \"B075BN4V7D\", \"price\": \"$9.66\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"10 Ft Power Strip Surge Protector - Yintar Extension Cord with 6 AC Outlets and 3 USB Ports for Home, Office, Dorm Essentials, 1680 Joules, ETL Listed, White\", \"asin\": \"B0D14C9WKT\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"6 Ft Surge Protector Power Strip - 8 Widely Outlets with 4 USB Ports, 3 Side Outlet Extender with 6 Feet Extension Cord, Flat Plug, Wall Mount, Desk USB Charging Station, ETL,White\", \"asin\": \"B09PDLBFKY\", \"price\": \"$8.49\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Flat Extension Cord Flat Plug Power Strip, 8 AC Outlets, 3 USB Charger(1 USB C Port) 3-Sided Outlet Extender, 5 Ft, 900 Joules Protection, Office Supplies, Dorm Room Essentials, Grey\", \"asin\": \"B0BLTYNJCK\", \"price\": \"$18.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"16/3 Black Indoor Outdoor Extension Cord 10 Ft Waterproof, Heavy Duty Extension Cord with 3 Prong Grounded Plug,13A 1625W 16AWG SJTW, Flexible Weatherproof Power Cable for Offices, Gardens and Lawns\", \"asin\": \"B0DJGMCVCP\", \"price\": \"$7.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip - 8 Outlets with 4 USB (2 USB C) Charging Ports, Multi Plug Outlet Extender, 5Ft Braided Extension Cord, Flat Plug Wall Mount Desk USB Charging Station for Home Office ETL\", \"asin\": \"B092J8LPWR\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"6 Ft Surge Protector Power Strip - 8 Widely Outlets with 4 USB Ports, 3 Side Outlet Extender with 6 Feet Extension Cord, Flat Plug, Wall Mount, Desk USB Charging Station, ETL,White\", \"asin\": \"B09PDLBFKY\", \"price\": \"$8.49\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"10Ft Extension Cord with Multiple Outlets, Flat Plug Power Strip Surge Protector with 10 Ft Long Cord, 6 Outlet 3 USB Ports (1 USB C), Multi Outlet Wall Plug for Travel, College, Dorm Room Essentials\", \"asin\": \"B0CKKLDZM8\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Power Strip Surge Protector - 6 Widely Outlets with 3 USB Ports (1 USB C), 3-Side Outlet Extender Strip, 5 Ft Extension Cord Flat Plug, Wall Mount Small Power Strip for Travel Home Office College Dorm\", \"asin\": \"B0B1DKN9HG\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"16/3 25 FT Outdoor Extension Cord Waterproof, Weatherproof & Flame Retardant Black 3 Prong Power Cord Outside for Lawn & Garden, 13 Amps 1625 Watts 125 VAC 16AWG SJTW, ETL Listed\", \"asin\": \"B0DJ1BVZGX\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Rectangular Indoor Extension Cord Power Strip, 3-Prong, Flat Plug, Grounded - 13 Amps, 1625 Watts, 125 VAC - 2-Pack, 6 ft, White\", \"asin\": \"B07BHSH7M6\", \"price\": \"$14.24\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip - CHCORE 5Ft Braided Extension Cord with 8 Outlets with 4 USB (2 USB C) Charging Ports, Flat Plug Multi Plug Outlet Extender Charging Station for Home Office, ETL, White\", \"asin\": \"B0DC6GXZSV\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Indoor Extension Cord, 2 Prong 6 Feet Extension Cord, 3 Polarized Outlets with Safety Slide Windows,13A/1625W, 16 AWG, 2 Packs\", \"asin\": \"B0DCJH41Y1\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Flat Plug Extension Cord 5 FT, TESSAN Surge Protector Power Strip with 4 AC Outlets 1 USB C and 2 USB A Ports, 900 Joules Protection, Multiple Wall Outlet Extender Suitable for Home Office Dorm\", \"asin\": \"B0BQ17FTKB\", \"price\": \"$15.29\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Black Surge Protector Power Strip, TESSAN Flat Plug Extension Cord 5 FT with 6 Outlets 3 USB Charger (1 USB C), 1700J Protection Multiple Outlets Charging Station for Home, Office, College Dorm Room\", \"asin\": \"B07HNWKS3S\", \"price\": \"$18.67\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"10Ft Extension Cord Flat Plug Power Strip - Tcstei 3-Side Outlet Extender with 6 AC Outlets and 3 USB Ports (1 USB C), Compact for Home, Office, Dorm Room Essentials, ETL, White\", \"asin\": \"B0D95YXZPC\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"6Ft Power Strip Surge Protector - Yintar Extension Cord with 6 AC Outlets and 3 USB Ports for for Home, Office, Dorm Essentials, 1680 Joules, ETL Listed, (Black)\", \"asin\": \"B08MTBCXWX\", \"price\": \"$9.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"[UL Listed] Cable Matters 2-Pack 16 AWG 2 Prong Extension Cord 6 ft, 13A 3-Outlet Extension Cords with Tamper Guard, 13 Amp, 1625 Watts, White\", \"asin\": \"B01MTYL3HS\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"16/3 Black Indoor Outdoor Extension Cord 10 Ft Waterproof, Heavy Duty Extension Cord with 3 Prong Grounded Plug,13A 1625W 16AWG SJTW, Flexible Weatherproof Power Cable for Offices, Gardens and Lawns\", \"asin\": \"B0DJGMCVCP\", \"price\": \"$7.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"SlimLine 2235 Indoor Flat Plug Extension Cord, 3 Foot Cord, Right Angled Plug, 16 gauge, 3 Polarized Outlets, 125 Volts, Space Saving Design, Neutral White Color, UL and CUL Listed\\u2026\", \"asin\": \"B000KKLMKW\", \"price\": \"$4.41\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"ITD ITANDA 10FT USB Extension Cable USB 3.0 Extension Cord Type A Male to Female5Gbps Data Transfer for Keyboard, Mouse, Playstation, Xbox, Flash Drive, Printer, Camera and More\", \"asin\": \"B08FJ8Z4TJ\", \"price\": \"$4.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Flat Plug Surge Protector Power Strip, TESSAN 5 ft Ultra Thin Extension Cord with 3 USB Wall Charger(1 USB C Port), 4 Outlets Slim Desk Charging Station for Travel, Office, Dorm Room Essentials\", \"asin\": \"B0B5CNGKRH\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Power Strip, ALESTOR Surge Protector with 12 Outlets and 4 USB Ports, 6 Feet Extension Cord (1875W/15A), 2700 Joules, ETL Listed, Black\", \"asin\": \"B08P5LRY37\", \"price\": \"$15.98\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Flat Plug Power Strip 10Ft Long Extension Cord, LeZone 4800J Surge Protector, 12 Outlets 2 USB C 2 USB Ports, Wall Mountable, PD20W Desk Charging Station, Black\", \"asin\": \"B0CN6V6M5F\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip 15 ft Cord, Flat Plug Extension Cord with 12 Outlets 3 USB Ports(2 USB C), Long Cord Power Strips with Surge Protection 15ft for Home Office Dorm Room Essentials\", \"asin\": \"B0DJSN6458\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Cruise Essentials - Flat Plug Power Strip, Addtam 5 ft Ultra Flat Extension Cord with 6 Outlets Extender, No Surge Protector for Cruise Ship, Travel, Dorm, Home Office, ETL Listed\", \"asin\": \"B0BWY8FBFP\", \"price\": \"$8.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"GE 6-Outlet Surge Protector, 10 Ft Extension Cord, Power Strip, 800 Joules, Flat Plug, Twist-to-Close Safety Covers, UL Listed, White, 14092\", \"asin\": \"B00DOMYL24\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"GE 3-Outlet Flat Extension Cord 8 Ft Grounded Extension Cord with Multiple Outlets 3 Prong Outlet Extender Flat Plug Power Strip Indoor Extension Cord 16 Gauge UL Listed White 50251\", \"asin\": \"B000FBPP8G\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Extension Cord, 6 Ft, 3 Prong Outlet Extender, Indoor Extension Cord, 13 Amps, 125V, White\", \"asin\": \"B076K93FC4\", \"price\": \"$8.18\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"HUANCHAIN Indoor Outdoor Black Extension Cord 50 ft Waterproof, 16/3 Gauge Flexible Cold-Resistant Appliance Extension Cord Outside, 13A 1625W 16AWG SJTW, 3 Prong Heavy Duty Electric Cord, ETL\", \"asin\": \"B09TGQYRYT\", \"price\": \"$16.49\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"[UL Listed] Cable Matters 2-Pack 16 AWG 2 Prong Extension Cord 6 ft, 13A 3-Outlet Extension Cords with Tamper Guard, 13 Amp, 1625 Watts, White\", \"asin\": \"B01MTYL3HS\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Flat Extension Cord Flat Plug Power Strip, 8 AC Outlets, 3 USB Charger(1 USB C Port) 3-Sided Outlet Extender, 5 Ft, 900 Joules Protection, Office Supplies, Dorm Room Essentials, Grey\", \"asin\": \"B0BLTYNJCK\", \"price\": \"$18.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50 ft 12/3 Outdoor Extension Cord Waterproof Heavy Duty with Lighted Indicator End 12 Gauge 3 Prong, Flexible Cold-Resistant Long Power Cord Outside, 15Amp 1875W SJTW Yellow ETL Listed\", \"asin\": \"B0BMTJLMCK\", \"price\": \"$30.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Surge Protector Power Strip with 6ft Extension Cord, 6-Outlet, 790J Protection, Rectangle, White\", \"asin\": \"B00TP1C1UC\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip - 10 FT Extension Cord, Power Strip with 12 Widely AC Outlet 3 USB, Flat Plug, Wall Mount Overload Protection, 1050J, Desk Charging Station for Home Office, ETL Listed\", \"asin\": \"B09YQZ2MMD\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip (2100J), Anker 12 Outlets with 1 USB C and 2 USB Ports foriPhone 15/15 Plus/15 Pro/15 Pro Max, 5ft Extension Cord, Flat Plug, 20W USB C Charging for Home, Office,TUV Listed\", \"asin\": \"B09SG2Q23M\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2 Pack Power Strip, 12FT Long Extension Cord, Surge Protector with 6 Outlets and 2 USB Charging Ports, Flat Plug Overload Protection, Extension Cord 10+ ft, Wall Mount for Home Office Dorm College\", \"asin\": \"B08NP57YRG\", \"price\": \"$28.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"100 ft 12/3 Outdoor Extension Cord Waterproof Heavy Duty with Lighted Indicator End 12 Gauge 3 Prong, Flexible Cold-Resistant Long Power Cord Outside, 15Amp 1875W SJTW Yellow ETL Listed\", \"asin\": \"B0BMTF22QG\", \"price\": \"$52.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Power Strip, ALESTOR Surge Protector with 12 Outlets and 4 USB Ports, 6 Feet Extension Cord (1875W/15A), 2700 Joules, ETL Listed, Black\", \"asin\": \"B08P5LRY37\", \"price\": \"$15.98\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"UltraPro 15 Ft Indoor Extension Cord 3 Outlet Extension Cords Outlet Power Strip Long Extension Cord with Multiple Outlets Grounded Heavy Duty Extension Cord 16 Gauge UL Listed Black 50786\", \"asin\": \"B08TLM6WKC\", \"price\": \"$11.44\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip - Nuetsa Flat Plug Extension Cord with 8 Outlets and 4 USB Ports, 6 Feet Power Cord (1625W/13A), 2700 Joules, ETL Listed, Black\", \"asin\": \"B09F2XPJ47\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Extension Cord 15 ft, Surge Protector Power Strip with 6 Outlets 4 USB Charger(2 USB C Port), Flat Plug Outlet Extender, 1080 Joules Protection for Indoor, Home, Office Supplies, Dorm Room Essentials\", \"asin\": \"B09FLP98S2\", \"price\": \"$23.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Flat Extension Cord 6 feet, Flat Plug Power Strip, 4 Widely Outlets with 3 USB Ports (2 USB C), 3 Side Outlet Extender with Extension Cord with Multiple Outlets for Home, Office, Dorm Room Essentials\", \"asin\": \"B0CYL6Z2Z1\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"HUANCHAIN Indoor Outdoor Black Extension Cord 25 ft Waterproof, 16/3 Gauge Flexible Cold-Resistant Appliance Cable Outside, 13A 1625W 16AWG SJTW, 3 Prong Heavy Duty Electric Cord, ETL\", \"asin\": \"B09TGS6KNF\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"16/3 100 Ft Outdoor Extension Cord Waterproof, Weatherproof & Flame Retardant Black 3 Prong Power Cord Outside for Lawn & Garden, 10 Amps 1250 Watts 125 VAC 16AWG SJTW, ETL Listed\", \"asin\": \"B0DJ19STDX\", \"price\": \"$32.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip - 6 Ft Flat Plug Extension Cord with 8 Widely Outlets and 4 USB Ports(1 USB C), 3 Side Outlet Extender for Home Office, White, ETL Listed\", \"asin\": \"B09Y8FRMQV\", \"price\": \"$9.98\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Power Strip Surge Protector, Olcorife Ultra Thin Flat Plug Extension Cord 5ft, 6 Outlets 3 USB Ports(1 USB C), 3 Sided Outlet Extender for Home Office Travel Dorm Room Essentials, White\", \"asin\": \"B0BJ1SWDNB\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Indoor Extension Cord, 2 Prong 6 Feet Extension Cord, 3 Polarized Outlets with Safety Slide Windows,13A/1625W, 16 AWG, 2 Packs\", \"asin\": \"B0DCJH41Y1\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Flat Plug Extension Cord, 5ft Power Strip with 4 USB Ports(2 USB C), 4 Widely Outlets Extender, Wall Mount, Desk Charging Station for Office, School, Travel and Dorm Room Essentials, ETL Listed\", \"asin\": \"B0C5HT9LMP\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"GE 3-Outlet Power Strip Surge Protector 8 Ft Braided Long Cord Extension Cord Surge Protector Power Strip Flat Plug Extension Cord 250 Joules ETL Listed White 38433\", \"asin\": \"B073R2D51S\", \"price\": \"$12.85\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Anker Flat Plug Power Strip 300J, USB C Power Strip, 10-in-1 Ultra Thin Power Strip with 6 AC, 2 USB A and 2 USB C Ports,5feet Extension Cord, Desk Charging Station,Home Office College Dorm - Black\", \"asin\": \"B0CKR8NBJL\", \"price\": \"$25.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Rectangular Indoor Extension Cord Power Strip, 3-Prong, Flat Plug, Grounded - 13 Amps, 1625 Watts, 125 VAC - 2-Pack, 6 ft, White\", \"asin\": \"B07BHSH7M6\", \"price\": \"$14.24\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Southwire Outdoor Extension Cord, 50 Ft, 12 gauge 3 prong, Heavy Duty, SJTW Cord, Yellow, 2588\", \"asin\": \"B00004SQF4\", \"price\": \"$31.00\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Power Strip Surge Protector - Flat Plug, Wall Mount, 8 Wide Outlets with 4 USB Ports (2 USB C), 5FT Heavy Duty Extension Cord with Multiple Outlets, Charging Station Overload Protection for Home Dorm\", \"asin\": \"B0BF5DPG17\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Power Strip Surge Protector, 5Ft Extension Cord, 6 Outlets with 3 USB Ports(1 USB C Outlet), 3-Side Outlet Extender, Wall Mount, Compact for Travel, Home, School, College Dorm Room and Office\", \"asin\": \"B09Y5HT6HR\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Surge Protector Power Strip, 6-Outlet with 200J Protection, 2ft Extension Cord, Rectangle, Black (2 Pack)\", \"asin\": \"B014EKQ5AA\", \"price\": \"$9.10\", \"delivery\": \"Prime members get FREE delivery Mon, Apr 14 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Power Strip Surge Protector, 5Ft Ultra Thin Flat Plug Extension Cord with Multiple Outlets, 8 Widely Outlet Extender with 4 USB Ports(2 USB C), 1080J Wall Mount for College Dorm Room Essentials Black\", \"asin\": \"B0C6XNMLX3\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Woods SlimLine Indoor Flat Extension Cord, 8 Ft, 16 Gauge Right Angle Plug, 3 Polarized Outlets, 125 Volts, White, 2241\", \"asin\": \"B000HJDATM\", \"price\": \"$7.92\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip, Extension Cord with Multiple Outlets, 5 Ft Ultra Thin Flat Plug 8 Outlets 4 USB Ports(2USB C),1080J Multi Plug Outlet Extender for Home Office College Dorm Room Essentials\", \"asin\": \"B0BVZCLW3R\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Woods 27603W 15-Foot Cube Extension Cord with Power Tap, White\", \"asin\": \"B003WYA2TK\", \"price\": \"$6.21\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2 Pack Power Strip Surge Protector - 5 Widely Spaced Outlets 3 USB Charging Ports, 1875W/15A with 6Ft Braided Extension Cord, Flat Plug, Overload Surge Protection, Wall Mount for Home Office\", \"asin\": \"B08QYJMJQ3\", \"price\": \"$25.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Outdoor Extension Cord 25 FT Waterproof, 16/3 Gauge Black Heavy Duty 3 Prong Extension Cord, 13A 1625W SJTW, ETL Listed, Great for Garden and Home\", \"asin\": \"B0B7JH3RHL\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip 15 Ft Cord, Ultra Thin Flat Extension Cord with 8 Outlets 4 USB Ports(2 USB C), Flat Plug Power Strip, 15 Ft Long Braided Power Cord for Home, Office, Dorm Room Essentials\", \"asin\": \"B0CHMG5XHM\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"10 ft Extension Cord, Power Strip Surge Protector - 8 Widely AC Outlets 3 USB, Flat Plug, Desktop Charging Station with Overload Protection, Wall Mount for Home, Office, Travel, Computer ETL Listed\", \"asin\": \"B09Q33SJKW\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T20:58:27.874Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-11T20:58:27.874Z	input	rollers hair curlers	rule	train	1,300	2025-04-11T20:58:27.874Z	input	rollers hair curlers	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-07T18:20:58.895Z", "action": "click_product", "action_argument": "B09TQY66NH"} {"timestamp": "2025-04-07T18:21:07.489Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:09.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:11.554Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:20.876Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:23.221Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:26.657Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:28.786Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:33.343Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:34.956Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:37.571Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:40.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:22:00.904Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:22:05.849Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:11.128Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:22.832Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:23.064Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:37.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:51.588Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:24:03.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:28:34.381Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:28:55.536Z", "action": "purchase", "action_argument": "B09TQY66NH"} {"timestamp": "2025-04-07T18:29:17.580Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T18:29:24.162Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T18:29:25.277Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T19:14:18.292Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T20:15:33.578Z", "action": "click_product", "action_argument": "B000VOPG0E"} {"timestamp": "2025-04-08T20:15:51.067Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T20:15:53.952Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T20:15:54.521Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-11T03:49:53.180Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:50:31.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:53:27.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:53:41.354Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:54:04.938Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:54:47.156Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:55:03.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:55:14.375Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-11T19:41:05.616Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T19:42:30.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-11T19:42:44.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T19:43:31.289Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T19:44:14.384Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T20:08:21.248Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:08:23.144Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-11T20:08:27.771Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-11T20:08:38.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T20:56:29.975Z", "action": "input", "action_argument": "hair cutting scissors"} {"timestamp": "2025-04-11T20:56:47.908Z", "action": "input", "action_argument": "hair cutting scissors ayuliky"} {"timestamp": "2025-04-11T20:56:48.635Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:56:53.291Z", "action": "input", "action_argument": "hair cutting scissors set ayuliky"} {"timestamp": "2025-04-11T20:56:53.698Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:57:10.187Z", "action": "click_product", "action_argument": "B0CZDFXDPQ"} {"timestamp": "2025-04-11T20:57:17.933Z", "action": "purchase", "action_argument": "B0CZDFXDPQ"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-11T20:57:54.793Z", "action": "input", "action_argument": "extension cords"} {"timestamp": "2025-04-11T20:58:23.134Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:58:23.266Z", "action": "click", "action_argument": "search"} <\|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. 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10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "16/3 25 FT Outdoor Extension Cord Waterproof, Weatherproof & Flame Retardant Black 3 Prong Power Cord Outside for Lawn & Garden, 13 Amps 1625 Watts 125 VAC 16AWG SJTW, ETL Listed", "asin": "B0DJ1BVZGX", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Amazon Basics Rectangular Indoor Extension Cord Power Strip, 3-Prong, Flat Plug, Grounded - 13 Amps, 1625 Watts, 125 VAC - 2-Pack, 6 ft, White", "asin": "B07BHSH7M6", "price": "$14.24", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Surge Protector Power Strip - CHCORE 5Ft Braided Extension Cord with 8 Outlets with 4 USB (2 USB C) Charging Ports, Flat Plug Multi Plug Outlet Extender Charging Station for Home Office, ETL, White", "asin": "B0DC6GXZSV", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 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10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "10Ft Extension Cord Flat Plug Power Strip - Tcstei 3-Side Outlet Extender with 6 AC Outlets and 3 USB Ports (1 USB C), Compact for Home, Office, Dorm Room Essentials, ETL, White", "asin": "B0D95YXZPC", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "6Ft Power Strip Surge Protector - Yintar Extension Cord with 6 AC Outlets and 3 USB Ports for for Home, Office, Dorm Essentials, 1680 Joules, ETL Listed, (Black)", "asin": "B08MTBCXWX", "price": "$9.98", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "[UL Listed] Cable Matters 2-Pack 16 AWG 2 Prong Extension Cord 6 ft, 13A 3-Outlet Extension Cords with Tamper Guard, 13 Amp, 1625 Watts, White", "asin": "B01MTYL3HS", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "16/3 Black Indoor Outdoor Extension Cord 10 Ft Waterproof, Heavy Duty Extension Cord with 3 Prong Grounded Plug,13A 1625W 16AWG SJTW, Flexible Weatherproof Power Cable for Offices, Gardens and Lawns", "asin": "B0DJGMCVCP", "price": "$7.79", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "SlimLine 2235 Indoor Flat Plug Extension Cord, 3 Foot Cord, Right Angled Plug, 16 gauge, 3 Polarized Outlets, 125 Volts, Space Saving Design, Neutral White Color, UL and CUL Listed\u2026", "asin": "B000KKLMKW", "price": "$4.41", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "ITD ITANDA 10FT USB Extension Cable USB 3.0 Extension Cord Type A Male to Female5Gbps Data Transfer for Keyboard, Mouse, Playstation, Xbox, Flash Drive, Printer, Camera and More", "asin": "B08FJ8Z4TJ", "price": "$4.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Flat Plug Surge Protector Power Strip, TESSAN 5 ft Ultra Thin Extension Cord with 3 USB Wall Charger(1 USB C Port), 4 Outlets Slim Desk Charging Station for Travel, Office, Dorm Room Essentials", "asin": "B0B5CNGKRH", "price": "$19.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Power Strip, ALESTOR Surge Protector with 12 Outlets and 4 USB Ports, 6 Feet Extension Cord (1875W/15A), 2700 Joules, ETL Listed, Black", "asin": "B08P5LRY37", "price": "$15.98", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Flat Plug Power Strip 10Ft Long Extension Cord, LeZone 4800J Surge Protector, 12 Outlets 2 USB C 2 USB Ports, Wall Mountable, PD20W Desk Charging Station, Black", "asin": "B0CN6V6M5F", "price": "$19.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Surge Protector Power Strip 15 ft Cord, Flat Plug Extension Cord with 12 Outlets 3 USB Ports(2 USB C), Long Cord Power Strips with Surge Protection 15ft for Home Office Dorm Room Essentials", "asin": "B0DJSN6458", "price": "$19.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Cruise Essentials - Flat Plug Power Strip, Addtam 5 ft Ultra Flat Extension Cord with 6 Outlets Extender, No Surge Protector for Cruise Ship, Travel, Dorm, Home Office, ETL Listed", "asin": "B0BWY8FBFP", "price": "$8.48", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "GE 6-Outlet Surge Protector, 10 Ft Extension Cord, Power Strip, 800 Joules, Flat Plug, Twist-to-Close Safety Covers, UL Listed, White, 14092", "asin": "B00DOMYL24", "price": "$13.99", "delivery": "Prime members get FREE delivery Today 5 PM - 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10 PM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "2 Pack Power Strip, 12FT Long Extension Cord, Surge Protector with 6 Outlets and 2 USB Charging Ports, Flat Plug Overload Protection, Extension Cord 10+ ft, Wall Mount for Home Office Dorm College", "asin": "B08NP57YRG", "price": "$28.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "100 ft 12/3 Outdoor Extension Cord Waterproof Heavy Duty with Lighted Indicator End 12 Gauge 3 Prong, Flexible Cold-Resistant Long Power Cord Outside, 15Amp 1875W SJTW Yellow ETL Listed", "asin": "B0BMTF22QG", "price": "$52.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "Power Strip, ALESTOR Surge Protector with 12 Outlets and 4 USB Ports, 6 Feet Extension Cord (1875W/15A), 2700 Joules, ETL Listed, Black", "asin": "B08P5LRY37", "price": "$15.98", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "UltraPro 15 Ft Indoor Extension Cord 3 Outlet Extension Cords Outlet Power Strip Long Extension Cord with Multiple Outlets Grounded Heavy Duty Extension Cord 16 Gauge UL Listed Black 50786", "asin": "B08TLM6WKC", "price": "$11.44", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Surge Protector Power Strip - Nuetsa Flat Plug Extension Cord with 8 Outlets and 4 USB Ports, 6 Feet Power Cord (1625W/13A), 2700 Joules, ETL Listed, Black", "asin": "B09F2XPJ47", "price": "$16.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Extension Cord 15 ft, Surge Protector Power Strip with 6 Outlets 4 USB Charger(2 USB C Port), Flat Plug Outlet Extender, 1080 Joules Protection for Indoor, Home, Office Supplies, Dorm Room Essentials", "asin": "B09FLP98S2", "price": "$23.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Flat Extension Cord 6 feet, Flat Plug Power Strip, 4 Widely Outlets with 3 USB Ports (2 USB C), 3 Side Outlet Extender with Extension Cord with Multiple Outlets for Home, Office, Dorm Room Essentials", "asin": "B0CYL6Z2Z1", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "HUANCHAIN Indoor Outdoor Black Extension Cord 25 ft Waterproof, 16/3 Gauge Flexible Cold-Resistant Appliance Cable Outside, 13A 1625W 16AWG SJTW, 3 Prong Heavy Duty Electric Cord, ETL", "asin": "B09TGS6KNF", "price": "$11.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "16/3 100 Ft Outdoor Extension Cord Waterproof, Weatherproof & Flame Retardant Black 3 Prong Power Cord Outside for Lawn & Garden, 10 Amps 1250 Watts 125 VAC 16AWG SJTW, ETL Listed", "asin": "B0DJ19STDX", "price": "$32.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Surge Protector Power Strip - 6 Ft Flat Plug Extension Cord with 8 Widely Outlets and 4 USB Ports(1 USB C), 3 Side Outlet Extender for Home Office, White, ETL Listed", "asin": "B09Y8FRMQV", "price": "$9.98", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Power Strip Surge Protector, Olcorife Ultra Thin Flat Plug Extension Cord 5ft, 6 Outlets 3 USB Ports(1 USB C), 3 Sided Outlet Extender for Home Office Travel Dorm Room Essentials, White", "asin": "B0BJ1SWDNB", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 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10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Anker Flat Plug Power Strip 300J, USB C Power Strip, 10-in-1 Ultra Thin Power Strip with 6 AC, 2 USB A and 2 USB C Ports,5feet Extension Cord, Desk Charging Station,Home Office College Dorm - Black", "asin": "B0CKR8NBJL", "price": "$25.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Amazon Basics Rectangular Indoor Extension Cord Power Strip, 3-Prong, Flat Plug, Grounded - 13 Amps, 1625 Watts, 125 VAC - 2-Pack, 6 ft, White", "asin": "B07BHSH7M6", "price": "$14.24", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Southwire Outdoor Extension Cord, 50 Ft, 12 gauge 3 prong, Heavy Duty, SJTW Cord, Yellow, 2588", "asin": "B00004SQF4", "price": "$31.00", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Power Strip Surge Protector - Flat Plug, Wall Mount, 8 Wide Outlets with 4 USB Ports (2 USB C), 5FT Heavy Duty Extension Cord with Multiple Outlets, Charging Station Overload Protection for Home Dorm", "asin": "B0BF5DPG17", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Power Strip Surge Protector, 5Ft Extension Cord, 6 Outlets with 3 USB Ports(1 USB C Outlet), 3-Side Outlet Extender, Wall Mount, Compact for Travel, Home, School, College Dorm Room and Office", "asin": "B09Y5HT6HR", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Amazon Basics Surge Protector Power Strip, 6-Outlet with 200J Protection, 2ft Extension Cord, Rectangle, Black (2 Pack)", "asin": "B014EKQ5AA", "price": "$9.10", "delivery": "Prime members get FREE delivery Mon, Apr 14 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Power Strip Surge Protector, 5Ft Ultra Thin Flat Plug Extension Cord with Multiple Outlets, 8 Widely Outlet Extender with 4 USB Ports(2 USB C), 1080J Wall Mount for College Dorm Room Essentials Black", "asin": "B0C6XNMLX3", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Woods SlimLine Indoor Flat Extension Cord, 8 Ft, 16 Gauge Right Angle Plug, 3 Polarized Outlets, 125 Volts, White, 2241", "asin": "B000HJDATM", "price": "$7.92", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Surge Protector Power Strip, Extension Cord with Multiple Outlets, 5 Ft Ultra Thin Flat Plug 8 Outlets 4 USB Ports(2USB C),1080J Multi Plug Outlet Extender for Home Office College Dorm Room Essentials", "asin": "B0BVZCLW3R", "price": "$12.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Woods 27603W 15-Foot Cube Extension Cord with Power Tap, White", "asin": "B003WYA2TK", "price": "$6.21", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "2 Pack Power Strip Surge Protector - 5 Widely Spaced Outlets 3 USB Charging Ports, 1875W/15A with 6Ft Braided Extension Cord, Flat Plug, Overload Surge Protection, Wall Mount for Home Office", "asin": "B08QYJMJQ3", "price": "$25.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Outdoor Extension Cord 25 FT Waterproof, 16/3 Gauge Black Heavy Duty 3 Prong Extension Cord, 13A 1625W SJTW, ETL Listed, Great for Garden and Home", "asin": "B0B7JH3RHL", "price": "$12.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Surge Protector Power Strip 15 Ft Cord, Ultra Thin Flat Extension Cord with 8 Outlets 4 USB Ports(2 USB C), Flat Plug Power Strip, 15 Ft Long Braided Power Cord for Home, Office, Dorm Room Essentials", "asin": "B0CHMG5XHM", "price": "$18.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "10 ft Extension Cord, Power Strip Surge Protector - 8 Widely AC Outlets 3 USB, Flat Plug, Desktop Charging Station with Overload Protection, Wall Mount for Home, Office, Travel, Computer ETL Listed", "asin": "B09Q33SJKW", "price": "$15.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T20:58:27.874Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-11T20:58:27.874Z\",\"action\": \"input\",\"acion_argument\": \"rollers hair curlers\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-11T20:58:27.874Z\",\"action\": \"input\",\"acion_argument\": \"rollers hair curlers\",}</answer>", "index": 1300, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-07T18:20:58.895Z\", \"action\": \"click_product\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:21:07.489Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:09.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:11.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:20.876Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:23.221Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:26.657Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:28.786Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:33.343Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:34.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:37.571Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:40.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:00.904Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:05.849Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:11.128Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:22.832Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:23.064Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:37.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:51.588Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:24:03.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:34.381Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:55.536Z\", \"action\": \"purchase\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:29:17.580Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:24.162Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:25.277Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T19:14:18.292Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T20:15:33.578Z\", \"action\": \"click_product\", \"action_argument\": \"B000VOPG0E\"}\n{\"timestamp\": \"2025-04-08T20:15:51.067Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:53.952Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:54.521Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T03:49:53.180Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:50:31.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:27.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:41.354Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:04.938Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:47.156Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:03.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:14.375Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T19:41:05.616Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:42:30.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T19:42:44.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:43:31.289Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T19:44:14.384Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T20:08:21.248Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:08:23.144Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-11T20:08:27.771Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T20:08:38.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T20:56:29.975Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors\"}\n{\"timestamp\": \"2025-04-11T20:56:47.908Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:48.635Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:56:53.291Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors set ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:53.698Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:57:10.187Z\", \"action\": \"click_product\", \"action_argument\": \"B0CZDFXDPQ\"}\n{\"timestamp\": \"2025-04-11T20:57:17.933Z\", \"action\": \"purchase\", \"action_argument\": \"B0CZDFXDPQ\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-11T20:57:54.793Z\", \"action\": \"input\", \"action_argument\": \"extension cords\"}\n{\"timestamp\": \"2025-04-11T20:58:23.134Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:23.266Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"extension cords\"}],\n\"cart_items\": [{\"title\": \"Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults\", \"asin\": \"B0CZDFXDPQ\", \"price\": \"$12.89\", \"quantity\": \"1\"},\n{\"title\": \"SENSYNE 62\\\" Phone Tripod & Selfie Stick, Extendable Cell Phone Tripod Stand with Wireless Remote and Phone Holder, Compatible with iPhone Android Phone, Camera\", \"asin\": \"B09TQY66NH\", \"price\": \"$19.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Surge Protector Flat Extension Cord Flat Plug Power Strip, 8 AC Outlets, 3 USB Charger(1 USB C Port) 3-Sided Outlet Extender, 5 Ft, 900 Joules Protection, Office Supplies, Dorm Room Essentials, Grey\", \"asin\": \"B0BLTYNJCK\", \"price\": \"$18.97\", \"quantity\": \"\"},\n{\"title\": \"TROND Surge Protector Power Strip, 4000 Joules, ETL Listed, 13 Widely-Spaced Outlets Expansion with USB C Ports, Low-Profile Flat Plug, Wall Mountable, 5ft Extension Cord, 14AWG Heavy Duty, Black\", \"asin\": \"B08BJWRZGY\", \"price\": \"$29.98\", \"quantity\": \"\"},\n{\"title\": \"Power Strip, ALESTOR Surge Protector with 12 Outlets and 4 USB Ports, 6 Feet Extension Cord (1875W/15A), 2700 Joules, ETL Listed, Black\", \"asin\": \"B08P5LRY37\", \"price\": \"$15.98\", \"quantity\": \"\"},\n{\"title\": \"Flat Plug Surge Protector Power Strip, TESSAN 5 ft Ultra Thin Extension Cord with 3 USB Wall Charger(1 USB C Port), 4 Outlets Slim Desk Charging Station for Travel, Office, Dorm Room Essentials\", \"asin\": \"B0B5CNGKRH\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B07HNWKS3S\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0BQ17FTKB\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Surge Protector Power Strip, SUPERDANNY 18 AC Outlets with 4 USB Ports, 1875W/15A, 2100J, 6.5FT Flat Plug Heavy Duty Extension Cord with Wall Mount Holes for Home, Office, Gaming Room,Dorm, Black\", \"asin\": \"B0CC1KKJ1J\", \"price\": \"$19.18\", \"quantity\": \"\"},\n{\"title\": \"Power Strip Tower with Wireless Charger, Flat Plug Surge Protector Tower with 6FT Extension Cord, 12 AC Multiple Outlets, 4 USB (2 USB C),15W Wireless Charging Power Tower for Home Office Dorm, White\", \"asin\": \"B0DF55HV2Z\", \"price\": \"$26.24\", \"quantity\": \"\"},\n{\"title\": \"Tower Power Strip Flat Plug with 11 Outlets 3 USB (1 USB C), TESSAN Surge Protector Tower 1625W/13A,1050J Protection, 6 Feet Extension Cord with Multiple Outlets, Office Desk Supplies, Dorm Essentials\", \"asin\": \"B092Q99N22\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Power Strip 23 in 1, 20 Outlets Surge Protector Wall Mount with 2 USB+1 USB C Ports, Multi Plug Extension Cord 6ft Heavy Duty, Accessories for Gaming, Studio, Home, Office, Desk Organizers\", \"asin\": \"B09FF5YV2T\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"[UL Listed] Cable Matters 2-Pack 16 AWG 2 Prong Extension Cord 6 ft, 13A 3-Outlet Extension Cords with Tamper Guard, 13 Amp, 1625 Watts, White\", \"asin\": \"B01MTYL3HS\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"GearIT 50-Amp Extension Cord for RV and EV (50 Feet) 4-Prong 250-Volt, Tesla Model 3/S/X/Y, NEMA 14-50P to 14-50R 6/3, 8/1 STW AWG Gauge Outdoor Auto Power Cord\", \"asin\": \"B0881C92SM\", \"price\": \"$198.00\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Flat Plug Extension Cord 5 FT, TESSAN Surge Protector Power Strip with 4 AC Outlets 1 USB C and 2 USB A Ports, 900 Joules Protection, Multiple Wall Outlet Extender Suitable for Home Office Dorm.\\\" Limited time Deal. Price was $19.11. Current price is $15.29 after 20% off. Eligible for Prime.\", \"asin\": \"B0BQ17FTKB\"},\n{\"title\": \"Go to detail page for \\\"Surge Protector Flat Extension Cord Flat Plug Power Strip, 8 AC Outlets, 3 USB Charger(1 USB C Port) 3-Sided Outlet Extender, 5 Ft, 900 Joules Protection, Office Supplies, Dorm Room Essentials, Grey.\\\" Limited time Deal. Price was $24.74. Current price is $18.97 after 23% off. Eligible for Prime.\", \"asin\": \"B0BLTYNJCK\"},\n{\"title\": \"Go to detail page for \\\"Flat Plug Surge Protector Power Strip, TESSAN 5 ft Ultra Thin Extension Cord with 3 USB Wall Charger(1 USB C Port), 4 Outlets Slim Desk Charging Station for Travel, Office, Dorm Room Essentials.\\\" sbx-creatives-price. Eligible for Prime.\", \"asin\": \"B0B5CNGKRH\"}],\n\"search_results\": [{\"title\": \"Amazon Basics Extension Cord, 15 Ft, 3 Prong Outlet Extender, Indoor Extension Cord, 13 Amps, 125V, Black\", \"asin\": \"B075BN4V7D\", \"price\": \"$9.66\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"10 Ft Power Strip Surge Protector - Yintar Extension Cord with 6 AC Outlets and 3 USB Ports for Home, Office, Dorm Essentials, 1680 Joules, ETL Listed, White\", \"asin\": \"B0D14C9WKT\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"6 Ft Surge Protector Power Strip - 8 Widely Outlets with 4 USB Ports, 3 Side Outlet Extender with 6 Feet Extension Cord, Flat Plug, Wall Mount, Desk USB Charging Station, ETL,White\", \"asin\": \"B09PDLBFKY\", \"price\": \"$8.49\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Flat Extension Cord Flat Plug Power Strip, 8 AC Outlets, 3 USB Charger(1 USB C Port) 3-Sided Outlet Extender, 5 Ft, 900 Joules Protection, Office Supplies, Dorm Room Essentials, Grey\", \"asin\": \"B0BLTYNJCK\", \"price\": \"$18.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"16/3 Black Indoor Outdoor Extension Cord 10 Ft Waterproof, Heavy Duty Extension Cord with 3 Prong Grounded Plug,13A 1625W 16AWG SJTW, Flexible Weatherproof Power Cable for Offices, Gardens and Lawns\", \"asin\": \"B0DJGMCVCP\", \"price\": \"$7.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip - 8 Outlets with 4 USB (2 USB C) Charging Ports, Multi Plug Outlet Extender, 5Ft Braided Extension Cord, Flat Plug Wall Mount Desk USB Charging Station for Home Office ETL\", \"asin\": \"B092J8LPWR\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"6 Ft Surge Protector Power Strip - 8 Widely Outlets with 4 USB Ports, 3 Side Outlet Extender with 6 Feet Extension Cord, Flat Plug, Wall Mount, Desk USB Charging Station, ETL,White\", \"asin\": \"B09PDLBFKY\", \"price\": \"$8.49\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"10Ft Extension Cord with Multiple Outlets, Flat Plug Power Strip Surge Protector with 10 Ft Long Cord, 6 Outlet 3 USB Ports (1 USB C), Multi Outlet Wall Plug for Travel, College, Dorm Room Essentials\", \"asin\": \"B0CKKLDZM8\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Power Strip Surge Protector - 6 Widely Outlets with 3 USB Ports (1 USB C), 3-Side Outlet Extender Strip, 5 Ft Extension Cord Flat Plug, Wall Mount Small Power Strip for Travel Home Office College Dorm\", \"asin\": \"B0B1DKN9HG\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"16/3 25 FT Outdoor Extension Cord Waterproof, Weatherproof & Flame Retardant Black 3 Prong Power Cord Outside for Lawn & Garden, 13 Amps 1625 Watts 125 VAC 16AWG SJTW, ETL Listed\", \"asin\": \"B0DJ1BVZGX\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Rectangular Indoor Extension Cord Power Strip, 3-Prong, Flat Plug, Grounded - 13 Amps, 1625 Watts, 125 VAC - 2-Pack, 6 ft, White\", \"asin\": \"B07BHSH7M6\", \"price\": \"$14.24\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip - CHCORE 5Ft Braided Extension Cord with 8 Outlets with 4 USB (2 USB C) Charging Ports, Flat Plug Multi Plug Outlet Extender Charging Station for Home Office, ETL, White\", \"asin\": \"B0DC6GXZSV\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Indoor Extension Cord, 2 Prong 6 Feet Extension Cord, 3 Polarized Outlets with Safety Slide Windows,13A/1625W, 16 AWG, 2 Packs\", \"asin\": \"B0DCJH41Y1\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Flat Plug Extension Cord 5 FT, TESSAN Surge Protector Power Strip with 4 AC Outlets 1 USB C and 2 USB A Ports, 900 Joules Protection, Multiple Wall Outlet Extender Suitable for Home Office Dorm\", \"asin\": \"B0BQ17FTKB\", \"price\": \"$15.29\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Black Surge Protector Power Strip, TESSAN Flat Plug Extension Cord 5 FT with 6 Outlets 3 USB Charger (1 USB C), 1700J Protection Multiple Outlets Charging Station for Home, Office, College Dorm Room\", \"asin\": \"B07HNWKS3S\", \"price\": \"$18.67\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"10Ft Extension Cord Flat Plug Power Strip - Tcstei 3-Side Outlet Extender with 6 AC Outlets and 3 USB Ports (1 USB C), Compact for Home, Office, Dorm Room Essentials, ETL, White\", \"asin\": \"B0D95YXZPC\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"6Ft Power Strip Surge Protector - Yintar Extension Cord with 6 AC Outlets and 3 USB Ports for for Home, Office, Dorm Essentials, 1680 Joules, ETL Listed, (Black)\", \"asin\": \"B08MTBCXWX\", \"price\": \"$9.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"[UL Listed] Cable Matters 2-Pack 16 AWG 2 Prong Extension Cord 6 ft, 13A 3-Outlet Extension Cords with Tamper Guard, 13 Amp, 1625 Watts, White\", \"asin\": \"B01MTYL3HS\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"16/3 Black Indoor Outdoor Extension Cord 10 Ft Waterproof, Heavy Duty Extension Cord with 3 Prong Grounded Plug,13A 1625W 16AWG SJTW, Flexible Weatherproof Power Cable for Offices, Gardens and Lawns\", \"asin\": \"B0DJGMCVCP\", \"price\": \"$7.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"SlimLine 2235 Indoor Flat Plug Extension Cord, 3 Foot Cord, Right Angled Plug, 16 gauge, 3 Polarized Outlets, 125 Volts, Space Saving Design, Neutral White Color, UL and CUL Listed\\u2026\", \"asin\": \"B000KKLMKW\", \"price\": \"$4.41\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"ITD ITANDA 10FT USB Extension Cable USB 3.0 Extension Cord Type A Male to Female5Gbps Data Transfer for Keyboard, Mouse, Playstation, Xbox, Flash Drive, Printer, Camera and More\", \"asin\": \"B08FJ8Z4TJ\", \"price\": \"$4.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Flat Plug Surge Protector Power Strip, TESSAN 5 ft Ultra Thin Extension Cord with 3 USB Wall Charger(1 USB C Port), 4 Outlets Slim Desk Charging Station for Travel, Office, Dorm Room Essentials\", \"asin\": \"B0B5CNGKRH\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Power Strip, ALESTOR Surge Protector with 12 Outlets and 4 USB Ports, 6 Feet Extension Cord (1875W/15A), 2700 Joules, ETL Listed, Black\", \"asin\": \"B08P5LRY37\", \"price\": \"$15.98\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Flat Plug Power Strip 10Ft Long Extension Cord, LeZone 4800J Surge Protector, 12 Outlets 2 USB C 2 USB Ports, Wall Mountable, PD20W Desk Charging Station, Black\", \"asin\": \"B0CN6V6M5F\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip 15 ft Cord, Flat Plug Extension Cord with 12 Outlets 3 USB Ports(2 USB C), Long Cord Power Strips with Surge Protection 15ft for Home Office Dorm Room Essentials\", \"asin\": \"B0DJSN6458\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Cruise Essentials - Flat Plug Power Strip, Addtam 5 ft Ultra Flat Extension Cord with 6 Outlets Extender, No Surge Protector for Cruise Ship, Travel, Dorm, Home Office, ETL Listed\", \"asin\": \"B0BWY8FBFP\", \"price\": \"$8.48\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"GE 6-Outlet Surge Protector, 10 Ft Extension Cord, Power Strip, 800 Joules, Flat Plug, Twist-to-Close Safety Covers, UL Listed, White, 14092\", \"asin\": \"B00DOMYL24\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"GE 3-Outlet Flat Extension Cord 8 Ft Grounded Extension Cord with Multiple Outlets 3 Prong Outlet Extender Flat Plug Power Strip Indoor Extension Cord 16 Gauge UL Listed White 50251\", \"asin\": \"B000FBPP8G\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Extension Cord, 6 Ft, 3 Prong Outlet Extender, Indoor Extension Cord, 13 Amps, 125V, White\", \"asin\": \"B076K93FC4\", \"price\": \"$8.18\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"HUANCHAIN Indoor Outdoor Black Extension Cord 50 ft Waterproof, 16/3 Gauge Flexible Cold-Resistant Appliance Extension Cord Outside, 13A 1625W 16AWG SJTW, 3 Prong Heavy Duty Electric Cord, ETL\", \"asin\": \"B09TGQYRYT\", \"price\": \"$16.49\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"[UL Listed] Cable Matters 2-Pack 16 AWG 2 Prong Extension Cord 6 ft, 13A 3-Outlet Extension Cords with Tamper Guard, 13 Amp, 1625 Watts, White\", \"asin\": \"B01MTYL3HS\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Flat Extension Cord Flat Plug Power Strip, 8 AC Outlets, 3 USB Charger(1 USB C Port) 3-Sided Outlet Extender, 5 Ft, 900 Joules Protection, Office Supplies, Dorm Room Essentials, Grey\", \"asin\": \"B0BLTYNJCK\", \"price\": \"$18.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50 ft 12/3 Outdoor Extension Cord Waterproof Heavy Duty with Lighted Indicator End 12 Gauge 3 Prong, Flexible Cold-Resistant Long Power Cord Outside, 15Amp 1875W SJTW Yellow ETL Listed\", \"asin\": \"B0BMTJLMCK\", \"price\": \"$30.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Surge Protector Power Strip with 6ft Extension Cord, 6-Outlet, 790J Protection, Rectangle, White\", \"asin\": \"B00TP1C1UC\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip - 10 FT Extension Cord, Power Strip with 12 Widely AC Outlet 3 USB, Flat Plug, Wall Mount Overload Protection, 1050J, Desk Charging Station for Home Office, ETL Listed\", \"asin\": \"B09YQZ2MMD\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip (2100J), Anker 12 Outlets with 1 USB C and 2 USB Ports foriPhone 15/15 Plus/15 Pro/15 Pro Max, 5ft Extension Cord, Flat Plug, 20W USB C Charging for Home, Office,TUV Listed\", \"asin\": \"B09SG2Q23M\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2 Pack Power Strip, 12FT Long Extension Cord, Surge Protector with 6 Outlets and 2 USB Charging Ports, Flat Plug Overload Protection, Extension Cord 10+ ft, Wall Mount for Home Office Dorm College\", \"asin\": \"B08NP57YRG\", \"price\": \"$28.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"100 ft 12/3 Outdoor Extension Cord Waterproof Heavy Duty with Lighted Indicator End 12 Gauge 3 Prong, Flexible Cold-Resistant Long Power Cord Outside, 15Amp 1875W SJTW Yellow ETL Listed\", \"asin\": \"B0BMTF22QG\", \"price\": \"$52.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Power Strip, ALESTOR Surge Protector with 12 Outlets and 4 USB Ports, 6 Feet Extension Cord (1875W/15A), 2700 Joules, ETL Listed, Black\", \"asin\": \"B08P5LRY37\", \"price\": \"$15.98\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"UltraPro 15 Ft Indoor Extension Cord 3 Outlet Extension Cords Outlet Power Strip Long Extension Cord with Multiple Outlets Grounded Heavy Duty Extension Cord 16 Gauge UL Listed Black 50786\", \"asin\": \"B08TLM6WKC\", \"price\": \"$11.44\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip - Nuetsa Flat Plug Extension Cord with 8 Outlets and 4 USB Ports, 6 Feet Power Cord (1625W/13A), 2700 Joules, ETL Listed, Black\", \"asin\": \"B09F2XPJ47\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Extension Cord 15 ft, Surge Protector Power Strip with 6 Outlets 4 USB Charger(2 USB C Port), Flat Plug Outlet Extender, 1080 Joules Protection for Indoor, Home, Office Supplies, Dorm Room Essentials\", \"asin\": \"B09FLP98S2\", \"price\": \"$23.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Flat Extension Cord 6 feet, Flat Plug Power Strip, 4 Widely Outlets with 3 USB Ports (2 USB C), 3 Side Outlet Extender with Extension Cord with Multiple Outlets for Home, Office, Dorm Room Essentials\", \"asin\": \"B0CYL6Z2Z1\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"HUANCHAIN Indoor Outdoor Black Extension Cord 25 ft Waterproof, 16/3 Gauge Flexible Cold-Resistant Appliance Cable Outside, 13A 1625W 16AWG SJTW, 3 Prong Heavy Duty Electric Cord, ETL\", \"asin\": \"B09TGS6KNF\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"16/3 100 Ft Outdoor Extension Cord Waterproof, Weatherproof & Flame Retardant Black 3 Prong Power Cord Outside for Lawn & Garden, 10 Amps 1250 Watts 125 VAC 16AWG SJTW, ETL Listed\", \"asin\": \"B0DJ19STDX\", \"price\": \"$32.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip - 6 Ft Flat Plug Extension Cord with 8 Widely Outlets and 4 USB Ports(1 USB C), 3 Side Outlet Extender for Home Office, White, ETL Listed\", \"asin\": \"B09Y8FRMQV\", \"price\": \"$9.98\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Power Strip Surge Protector, Olcorife Ultra Thin Flat Plug Extension Cord 5ft, 6 Outlets 3 USB Ports(1 USB C), 3 Sided Outlet Extender for Home Office Travel Dorm Room Essentials, White\", \"asin\": \"B0BJ1SWDNB\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Indoor Extension Cord, 2 Prong 6 Feet Extension Cord, 3 Polarized Outlets with Safety Slide Windows,13A/1625W, 16 AWG, 2 Packs\", \"asin\": \"B0DCJH41Y1\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Flat Plug Extension Cord, 5ft Power Strip with 4 USB Ports(2 USB C), 4 Widely Outlets Extender, Wall Mount, Desk Charging Station for Office, School, Travel and Dorm Room Essentials, ETL Listed\", \"asin\": \"B0C5HT9LMP\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"GE 3-Outlet Power Strip Surge Protector 8 Ft Braided Long Cord Extension Cord Surge Protector Power Strip Flat Plug Extension Cord 250 Joules ETL Listed White 38433\", \"asin\": \"B073R2D51S\", \"price\": \"$12.85\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Anker Flat Plug Power Strip 300J, USB C Power Strip, 10-in-1 Ultra Thin Power Strip with 6 AC, 2 USB A and 2 USB C Ports,5feet Extension Cord, Desk Charging Station,Home Office College Dorm - Black\", \"asin\": \"B0CKR8NBJL\", \"price\": \"$25.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Rectangular Indoor Extension Cord Power Strip, 3-Prong, Flat Plug, Grounded - 13 Amps, 1625 Watts, 125 VAC - 2-Pack, 6 ft, White\", \"asin\": \"B07BHSH7M6\", \"price\": \"$14.24\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Southwire Outdoor Extension Cord, 50 Ft, 12 gauge 3 prong, Heavy Duty, SJTW Cord, Yellow, 2588\", \"asin\": \"B00004SQF4\", \"price\": \"$31.00\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Power Strip Surge Protector - Flat Plug, Wall Mount, 8 Wide Outlets with 4 USB Ports (2 USB C), 5FT Heavy Duty Extension Cord with Multiple Outlets, Charging Station Overload Protection for Home Dorm\", \"asin\": \"B0BF5DPG17\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Power Strip Surge Protector, 5Ft Extension Cord, 6 Outlets with 3 USB Ports(1 USB C Outlet), 3-Side Outlet Extender, Wall Mount, Compact for Travel, Home, School, College Dorm Room and Office\", \"asin\": \"B09Y5HT6HR\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Amazon Basics Surge Protector Power Strip, 6-Outlet with 200J Protection, 2ft Extension Cord, Rectangle, Black (2 Pack)\", \"asin\": \"B014EKQ5AA\", \"price\": \"$9.10\", \"delivery\": \"Prime members get FREE delivery Mon, Apr 14 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Power Strip Surge Protector, 5Ft Ultra Thin Flat Plug Extension Cord with Multiple Outlets, 8 Widely Outlet Extender with 4 USB Ports(2 USB C), 1080J Wall Mount for College Dorm Room Essentials Black\", \"asin\": \"B0C6XNMLX3\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Woods SlimLine Indoor Flat Extension Cord, 8 Ft, 16 Gauge Right Angle Plug, 3 Polarized Outlets, 125 Volts, White, 2241\", \"asin\": \"B000HJDATM\", \"price\": \"$7.92\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip, Extension Cord with Multiple Outlets, 5 Ft Ultra Thin Flat Plug 8 Outlets 4 USB Ports(2USB C),1080J Multi Plug Outlet Extender for Home Office College Dorm Room Essentials\", \"asin\": \"B0BVZCLW3R\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Woods 27603W 15-Foot Cube Extension Cord with Power Tap, White\", \"asin\": \"B003WYA2TK\", \"price\": \"$6.21\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2 Pack Power Strip Surge Protector - 5 Widely Spaced Outlets 3 USB Charging Ports, 1875W/15A with 6Ft Braided Extension Cord, Flat Plug, Overload Surge Protection, Wall Mount for Home Office\", \"asin\": \"B08QYJMJQ3\", \"price\": \"$25.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Outdoor Extension Cord 25 FT Waterproof, 16/3 Gauge Black Heavy Duty 3 Prong Extension Cord, 13A 1625W SJTW, ETL Listed, Great for Garden and Home\", \"asin\": \"B0B7JH3RHL\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Surge Protector Power Strip 15 Ft Cord, Ultra Thin Flat Extension Cord with 8 Outlets 4 USB Ports(2 USB C), Flat Plug Power Strip, 15 Ft Long Braided Power Cord for Home, Office, Dorm Room Essentials\", \"asin\": \"B0CHMG5XHM\", \"price\": \"$18.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"10 ft Extension Cord, Power Strip Surge Protector - 8 Widely AC Outlets 3 USB, Flat Plug, Desktop Charging Station with Overload Protection, Wall Mount for Home, Office, Travel, Computer ETL Listed\", \"asin\": \"B09Q33SJKW\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T20:58:27.874Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-07T18:20:58.895Z\", \"action\": \"click_product\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:21:07.489Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:09.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:11.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:20.876Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:23.221Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:26.657Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:28.786Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:33.343Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:34.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:37.571Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:40.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:00.904Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:05.849Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:11.128Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": 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10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Hair Curler, Heatless Curls Overnight Hair Curlers to Sleep in No Heat Hair Curler Curling Rod Headband Hair Rollers with Scarf, 3 Set Rod\", \"asin\": \"B0CWQFQS9X\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"48 Pieces Hair Perm Rods Short Cold Wave Rods Plastic Perming Irons Hair Curling Rollers Curlers with Steel Pintail Comb Rat Tail Comb for Hairdressing Styling Supplies(0.35 Inch,Blue and Dark Blue)\", \"asin\": \"B08F4ZVQBY\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Hair Curler to Sleep in No Heat Satin Heatless Curls Overnight Rods Curling Set Jumbo Large Foam Sponge Hair Rollers Curlers for Long Short Hair Volume Women Styling Tools Brown\", \"asin\": \"B0CXJ4SK8L\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 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10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Jumbo Hair Curlers Rollers, 12Pcs 60mm Jumbo Hair Roller Curlers Self Grip Holding Rollers with 12Pcs Hair Clips for Long Straight Thick Hair (Rose Red)\", \"asin\": \"B098CWK8YN\", \"price\": \"$13.80\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Compact Ceramic Dual Voltage Hot Rollers for Long and Short Hair, Hair Setters, Hair Curlers, 1-1 \\u00bc\\\" Purple/Black, 10 Piece Set\", \"asin\": \"B000EPJNMW\", \"price\": \"$16.54\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\", \"asin\": \"B08LYVD9W1\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black\", \"asin\": \"B0CKQTWKLP\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30 Pieces Plastic Hair Rollers - Self-Grip Curlers in 5 Sizes, No Heat Required for DIY Hair Styling and Salon Use\", \"asin\": \"B08FRF18VN\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30PCS 9.45\\\" Flexi Rods Curlers Set for Short and Long Hair, No Heat Foam Rollers with Steel Comb Buytta\", \"asin\": \"B08XYYPM9S\", \"price\": \"$7.89\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb\", \"asin\": \"B0DNLC42HG\", \"price\": \"$9.87\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Roller Clips Included \| 1 1/2-inch and 1 3/4 inch Rollers \| Amazon Exclusive\", \"asin\": \"B007S69QAY\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Small Size Hair Rollers Curlers Self Grip Holding, For Hairdressing, Design Gripping Sticky Cling Style For DIY Or Salon (25mm/1\\\" 12PCS) Random Color\", \"asin\": \"B01J35XOLE\", \"price\": \"$5.14\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Salon Heatless Flexible Hair Rollers Curlers 42-pack 7\\\" Soft Foam Flexi Twist Curling Rods for Short Long Hair\", \"asin\": \"B0182XCOGE\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Apr 19 - 26 on $35 of items shipped by Amazon\"},\n{\"title\": \"100pcs Hair Curling Rods Set - Plastic Cold Wave Rollers for Natural, Long or Short Hair Styling - Women's DIY Hairdressing Tools in Orange, Purple, Gray, Blue, Yellow\", \"asin\": \"B09TVB91FX\", \"price\": \"$15.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"36PCS Foam Hair Rollers - Sponge Rollers for Heatless Hair Curler for Short/Long Curling Sleep rolos para cabello Jumbo Large Sponge Curlers Soft Sleeping Thin Hair Curl Overnight rulos\", \"asin\": \"B0CKQZWYPP\", \"price\": \"$6.59\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Ionic Conditioning Hair Setter, 20 Velvet Hair Rollers, 6 Large (1\\u00bc\\u201d), 10 Medium (1\\\"), 4 Small (\\u00be\\u201d), Blowout Style Hair Curlers\", \"asin\": \"B00J8IXT58\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"141 Pieces Hair Rollers Set Include 60 Plastic Hair Rollers (Multicolor,6 Size)\", \"asin\": \"B088R4FXBB\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1 1/2-inch Rollers\", \"asin\": \"B00006IV30\", \"price\": \"$21.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"ProVolume 1\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 5 Count Salon Quality Hair Curlers for Short, Medium and Long Hair\", \"asin\": \"B093BCQBRQ\", \"price\": \"$7.99\", \"delivery\": \"FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1/2 inch, 3/4 inch, and 1 inch Rollers\", \"asin\": \"B001BLRYMO\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Self Grip Hair Rollers Curlers Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Volume on Long, Short, Thick, or Fine Hair\", \"asin\": \"B0BK17SWMX\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Aimin Soft Curlers for Overnight Heatless Curls, No Heat Foam Rollers for Long Hair, Satin Sponge Curlers (30 pcs, pink)\", \"asin\": \"B077XNYLLB\", \"price\": \"$13.22\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Shine Therapy Argan Oil & Keratin Treated Hot Rollers Set, Professional Hair Curlers for Setting All Hair Lengths from Short and Medium to Long\", \"asin\": \"B09RTJDDT7\", \"price\": \"$25.10\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"BabylissPRO Nano Titanium Professional Hot Rollers For All Hair Lengths\", \"asin\": \"B0051P35CE\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"ProVolume 2\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 3 Count Large Salon Quality Hair Curlers for Medium and Long Hair, Blowouts, Curtain Bangs\", \"asin\": \"B093B7JLVY\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Annie Salon Style Medium Foam Hair Rollers - 7/8\\\" Yellow - 12 Piece Set - Soft Heat-less Hair Curling Tools\", \"asin\": \"B001NEGTFC\", \"price\": \"$4.45\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag\", \"asin\": \"B0DHCBWBT6\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30Pcs Small Foam Hair Curlers, 9.45\\\" Length x 0.47\\\" Diameter, No-Heat Flexible Curling Rods for Short, Medium and Long Hair\", \"asin\": \"B0C58JHJD6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CG6VDVRJ\", \"price\": \"$49.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 1 1/2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CT1PNK9F\", \"price\": \"$43.21\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)\", \"asin\": \"B08L7BDBPC\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag\", \"asin\": \"B0DQ1111T2\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S\", \"asin\": \"B0796S1HY9\", \"price\": \"$6.50\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers\", \"asin\": \"B07D3KV6JG\", \"price\": \"$8.95\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume\", \"asin\": \"B0DF758C1N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"T3 - Volumizing Hot Rollers LUXE \| Premium Hair Curler Set for Long Lasting Volume, Body & Shine \| Set of 8-4 XL (1.75\\\") & 4 Large (1.5\\u201d)\", \"asin\": \"B01HZGUSMQ\", \"price\": \"$127.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye\", \"asin\": \"B09S4PVZ81\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or FREE pickup\"},\n{\"title\": \"Annie Snap on Magnetic Rollers 1 1/2\\\" Black 6pack\", \"asin\": \"B00588WGCE\", \"price\": \"$4.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)\", \"asin\": \"B096ZR6H29\", \"price\": \"$15.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T20:59:27.328Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-11T20:59:27.328Z	click	quantity	rule	train	1,301	2025-04-11T20:59:27.328Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-07T18:20:58.895Z", "action": "click_product", "action_argument": "B09TQY66NH"} {"timestamp": "2025-04-07T18:21:07.489Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:09.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:11.554Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:20.876Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:23.221Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:26.657Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:28.786Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:33.343Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:34.956Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:37.571Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:40.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:22:00.904Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:22:05.849Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:11.128Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:22.832Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:23.064Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:37.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:51.588Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:24:03.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:28:34.381Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:28:55.536Z", "action": "purchase", "action_argument": "B09TQY66NH"} {"timestamp": "2025-04-07T18:29:17.580Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T18:29:24.162Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T18:29:25.277Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T19:14:18.292Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T20:15:33.578Z", "action": "click_product", "action_argument": "B000VOPG0E"} {"timestamp": "2025-04-08T20:15:51.067Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T20:15:53.952Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T20:15:54.521Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-11T03:49:53.180Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:50:31.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:53:27.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:53:41.354Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:54:04.938Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:54:47.156Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:55:03.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:55:14.375Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-11T19:41:05.616Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T19:42:30.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-11T19:42:44.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T19:43:31.289Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T19:44:14.384Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T20:08:21.248Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:08:23.144Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-11T20:08:27.771Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-11T20:08:38.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T20:56:29.975Z", "action": "input", "action_argument": "hair cutting scissors"} {"timestamp": "2025-04-11T20:56:47.908Z", "action": "input", "action_argument": "hair cutting scissors ayuliky"} {"timestamp": "2025-04-11T20:56:48.635Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:56:53.291Z", "action": "input", "action_argument": "hair cutting scissors set ayuliky"} {"timestamp": "2025-04-11T20:56:53.698Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:57:10.187Z", "action": "click_product", "action_argument": "B0CZDFXDPQ"} {"timestamp": "2025-04-11T20:57:17.933Z", "action": "purchase", "action_argument": "B0CZDFXDPQ"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-11T20:57:54.793Z", "action": "input", "action_argument": "extension cords"} {"timestamp": "2025-04-11T20:58:23.134Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:58:23.266Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:58:27.874Z", "action": "input", "action_argument": "rollers hair curlers"} <\|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": "rollers hair curlers"}], "cart_items": [{"title": "Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults", "asin": "B0CZDFXDPQ", "price": "$12.89", "quantity": "1"}, {"title": "SENSYNE 62\" Phone Tripod & Selfie Stick, Extendable Cell Phone Tripod Stand with Wireless Remote and Phone Holder, Compatible with iPhone Android Phone, Camera", "asin": "B09TQY66NH", "price": "$19.99", "quantity": "1"}], "promotion_items": [{"title": "SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling", "asin": "B0DJ2V57TL", "price": "$37.83", "quantity": ""}, {"title": "Rollers Hair Curlers Set of 48 with 24 Curlers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for Long, Medium, Short Hair (Purple)\n1 Count (Pack of 48)", "asin": "B0CS9KDFVD", "price": "$12.59", "quantity": ""}, {"title": "Hair Curling Ribbon Wrap: The Original Sway Heatless Curling Ribbons \| Luxe Velour \| Mane Label Hair Co. (Black)\n1 Count (Pack of 1)", "asin": "B0C6VSMJZZ", "price": "$31.20", "quantity": ""}, {"title": "WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\n0.51 Inch (Pack of 36)", "asin": "B08LYVD9W1", "price": "$7.99", "quantity": ""}, {"title": "", "asin": "B09DNQGPXP", "price": "", "quantity": ""}, {"title": "", "asin": "B0CRRFW23N", "price": "", "quantity": ""}, {"title": "18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)\n1 Count (Pack of 18)", "asin": "B0BFHNW2Z2", "price": "$9.99", "quantity": ""}, {"title": "SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling", "asin": "B0DJ2V57TL", "price": "$37.83", "quantity": ""}, {"title": "TYMO Automatic Rotating Curling Iron - TYMO CURLPRO Beach Waves Curling Wand, Portable Hair Curler, 500 Million Ionic, Dual Voltage & Lightweight for Travel, Ceramic Coating, 1 Inch, Metallic Gray\n1 inch", "asin": "B0DBZS6MHK", "price": "$47.99", "quantity": ""}, {"title": "Auto Hair Curler, Automatic Curling Iron with 4 Temperature & 3 Timer, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating Curling Wand for Hair Styling, White", "asin": "B0DGG7482H", "price": "$22.94", "quantity": ""}, {"title": "BLACK Jumbo 2.75\" Bobby Hair Pins - Black Tipped Flat Style Pins for Women - Perfect For Rollers - Hair Pins for Styling - Suitable for ALL Hair Types, 100 pieces Tub Made in USA\n1 Count (Pack of 100)", "asin": "B0792JHDMR", "price": "$9.99", "quantity": ""}, {"title": "Rotating Curling Iron 28mm/1.1 inch Professional Automatic Wave Hair Curling Wand Fast Heating Hair Curlers for Long/Middle/Short All Hair (White)", "asin": "B0D4CXZK1R", "price": "$27.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye.\" Rated 4.2 out of 5 stars by 23202 reviews. Eligible for Prime. Best seller.", "asin": "B09S4PVZ81"}, {"title": "Go to detail page for \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Charcoal.\" Rated 4.2 out of 5 stars by 23201 reviews. Eligible for Prime. Best seller.", "asin": "B0BNLWJ6QJ"}, {"title": "Go to detail page for \"Kitsch Satin Heatless Curling Rod - Heatless Hair Curler for Overnight Curls, Soft Hair Curlers to Sleep In, Heatless Curlers for Women, No Heat Curls for Short Hair & Long Hair, 6pcs - Rosewood.\" Rated 3.8 out of 5 stars by 2783 reviews. 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10 PM Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)", "asin": "B08L7BDBPC", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag", "asin": "B0DQ1111T2", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S", "asin": "B0796S1HY9", "price": "$6.50", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers", "asin": "B07D3KV6JG", "price": "$8.95", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume", "asin": "B0DF758C1N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "T3 - Volumizing Hot Rollers LUXE \| Premium Hair Curler Set for Long Lasting Volume, Body & Shine \| Set of 8-4 XL (1.75\") & 4 Large (1.5\u201d)", "asin": "B01HZGUSMQ", "price": "$127.99", "delivery": "FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15"}, {"title": "Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye", "asin": "B09S4PVZ81", "price": "$15.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or FREE pickup"}, {"title": "Annie Snap on Magnetic Rollers 1 1/2\" Black 6pack", "asin": "B00588WGCE", "price": "$4.89", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)", "asin": "B096ZR6H29", "price": "$15.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T20:59:27.328Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-11T20:59:27.328Z\",\"action\": \"click\",\"acion_argument\": \"quantity\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-11T20:59:27.328Z\",\"action\": \"click\",\"acion_argument\": \"quantity\",}</answer>", "index": 1301, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-07T18:20:58.895Z\", \"action\": \"click_product\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:21:07.489Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:09.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:11.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:20.876Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:23.221Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:26.657Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:28.786Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:33.343Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:34.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:37.571Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:40.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:00.904Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:05.849Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:11.128Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:22.832Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:23.064Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:37.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:51.588Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:24:03.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:34.381Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:55.536Z\", \"action\": \"purchase\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:29:17.580Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:24.162Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:25.277Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T19:14:18.292Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T20:15:33.578Z\", \"action\": \"click_product\", \"action_argument\": \"B000VOPG0E\"}\n{\"timestamp\": \"2025-04-08T20:15:51.067Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:53.952Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:54.521Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T03:49:53.180Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:50:31.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:27.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:41.354Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:04.938Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:47.156Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:03.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:14.375Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T19:41:05.616Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:42:30.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T19:42:44.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:43:31.289Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T19:44:14.384Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T20:08:21.248Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:08:23.144Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-11T20:08:27.771Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T20:08:38.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T20:56:29.975Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors\"}\n{\"timestamp\": \"2025-04-11T20:56:47.908Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:48.635Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:56:53.291Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors set ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:53.698Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:57:10.187Z\", \"action\": \"click_product\", \"action_argument\": \"B0CZDFXDPQ\"}\n{\"timestamp\": \"2025-04-11T20:57:17.933Z\", \"action\": \"purchase\", \"action_argument\": \"B0CZDFXDPQ\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-11T20:57:54.793Z\", \"action\": \"input\", \"action_argument\": \"extension cords\"}\n{\"timestamp\": \"2025-04-11T20:58:23.134Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:23.266Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:27.874Z\", \"action\": \"input\", \"action_argument\": \"rollers hair curlers\"}\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\"search_term\": [{\"term\": \"rollers hair curlers\"}],\n\"cart_items\": [{\"title\": \"Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults\", \"asin\": \"B0CZDFXDPQ\", \"price\": \"$12.89\", \"quantity\": \"1\"},\n{\"title\": \"SENSYNE 62\\\" Phone Tripod & Selfie Stick, Extendable Cell Phone Tripod Stand with Wireless Remote and Phone Holder, Compatible with iPhone Android Phone, Camera\", \"asin\": \"B09TQY66NH\", \"price\": \"$19.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling\", \"asin\": \"B0DJ2V57TL\", \"price\": \"$37.83\", \"quantity\": \"\"},\n{\"title\": \"Rollers Hair Curlers Set of 48 with 24 Curlers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for Long, Medium, Short Hair (Purple)\\n1 Count (Pack of 48)\", \"asin\": \"B0CS9KDFVD\", \"price\": \"$12.59\", \"quantity\": \"\"},\n{\"title\": \"Hair Curling Ribbon Wrap: The Original Sway Heatless Curling Ribbons \| Luxe Velour \| Mane Label Hair Co. (Black)\\n1 Count (Pack of 1)\", \"asin\": \"B0C6VSMJZZ\", \"price\": \"$31.20\", \"quantity\": \"\"},\n{\"title\": \"WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\\n0.51 Inch (Pack of 36)\", \"asin\": \"B08LYVD9W1\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B09DNQGPXP\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0CRRFW23N\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)\\n1 Count (Pack of 18)\", \"asin\": \"B0BFHNW2Z2\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling\", \"asin\": \"B0DJ2V57TL\", \"price\": \"$37.83\", \"quantity\": \"\"},\n{\"title\": \"TYMO Automatic Rotating Curling Iron - TYMO CURLPRO Beach Waves Curling Wand, Portable Hair Curler, 500 Million Ionic, Dual Voltage & Lightweight for Travel, Ceramic Coating, 1 Inch, Metallic Gray\\n1 inch\", \"asin\": \"B0DBZS6MHK\", \"price\": \"$47.99\", \"quantity\": \"\"},\n{\"title\": \"Auto Hair Curler, Automatic Curling Iron with 4 Temperature & 3 Timer, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating Curling Wand for Hair Styling, White\", \"asin\": \"B0DGG7482H\", \"price\": \"$22.94\", \"quantity\": \"\"},\n{\"title\": \"BLACK Jumbo 2.75\\\" Bobby Hair Pins - Black Tipped Flat Style Pins for Women - Perfect For Rollers - Hair Pins for Styling - Suitable for ALL Hair Types, 100 pieces Tub Made in USA\\n1 Count (Pack of 100)\", \"asin\": \"B0792JHDMR\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Rotating Curling Iron 28mm/1.1 inch Professional Automatic Wave Hair Curling Wand Fast Heating Hair Curlers for Long/Middle/Short All Hair (White)\", \"asin\": \"B0D4CXZK1R\", \"price\": \"$27.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye.\\\" Rated 4.2 out of 5 stars by 23202 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B09S4PVZ81\"},\n{\"title\": \"Go to detail page for \\\"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Charcoal.\\\" Rated 4.2 out of 5 stars by 23201 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B0BNLWJ6QJ\"},\n{\"title\": \"Go to detail page for \\\"Kitsch Satin Heatless Curling Rod - Heatless Hair Curler for Overnight Curls, Soft Hair Curlers to Sleep In, Heatless Curlers for Women, No Heat Curls for Short Hair & Long Hair, 6pcs - Rosewood.\\\" Rated 3.8 out of 5 stars by 2783 reviews. Eligible for Prime.\", \"asin\": \"B0BJFN4D9R\"}],\n\"search_results\": [{\"title\": \"Rollers Hair Curlers 30Pcs Set with 18Pcs Hair Roller 3 Sizes (6 Large Rollers, 6 Medium Rollers, 6 Small Rollers) and 12 Clips and Storage Bag for Long Medium Short Hair Volume\", \"asin\": \"B0CR3ZXQDK\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Self-Grip Hair Rollers Kit, 3 Sizes (0.79\\\",1.18\\\",1.57\\\") for Short/Medium/Long Hair \| 36 Rollers +12 Clips + Foldable Comb \| No Heat Curlers for Overnight Waves, Travel & Damage-Free Styling\", \"asin\": \"B0DNYPW18N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black\", \"asin\": \"B0CKQTWKLP\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)\", \"asin\": \"B0BFHNW2Z2\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag\", \"asin\": \"B0DHCBWBT6\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"33 Piece Hair Rollers set, Self Grip Hair Rollers for Long Medium Short Hair, ELASO Large Medium Hair Curler \\uff0822 Rollers + 10 Stainless steel Clip +1 Storage Bag\\uff09\", \"asin\": \"B0BW6PY4G7\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Hair Curler: 13Pcs Rollers Set With Clips for Long and Medium Hair, Women's Curls Styling Tools, DIY Curlers to Sleep In\", \"asin\": \"B0C3G9QG69\", \"price\": \"$5.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Kitsch Ceramic Thermal Hair Rollers for Women - Self Grip Rollers for Blowout Look Long Hair, Curlers for Medium & Short Hair, Large Roller for Volume Curls, Ceramic Coated, Easy to Use - 8pcs, Black\", \"asin\": \"B07W6RLZD4\", \"price\": \"$13.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Heatless Curlers- heatless curls overnight - Hair Rollers for Lift & Volume - Assorted Sizes and Colors - Velcro Rollers - 31 Count w/storage case\", \"asin\": \"B002R72N36\", \"price\": \"$8.74\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"39PCS Self Grip Hair Rollers Curlers 3 Sizes Black Hair Roller 2.5in, 1.9in, 1.4in, Jumbo Curlers Roller with 12PCS Duckbill Clips Hair Rollers for Long Medium Short Thick Fine Volume Bangs\", \"asin\": \"B0C8D2YVZ7\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"60 Pcs Perming Rods Set - 8 Sizes Cold Wave Rollers with Rat Tail Combs, Clips for Long and Short Natural Hair Styling, Hairdressing Kit\", \"asin\": \"B0D47F4Z2M\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Curling set,Silk Curls Rod Headband,No Heat Rollers to Sleep in Overnight,Satin Hair Curlers for Long and Medium Hair(Pink)\", \"asin\": \"B0D4ZH5F13\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Hair Curler, Heatless Curls Overnight Hair Curlers to Sleep in No Heat Hair Curler Curling Rod Headband Hair Rollers with Scarf, 3 Set Rod\", \"asin\": \"B0CWQFQS9X\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"48 Pieces Hair Perm Rods Short Cold Wave Rods Plastic Perming Irons Hair Curling Rollers Curlers with Steel Pintail Comb Rat Tail Comb for Hairdressing Styling Supplies(0.35 Inch,Blue and Dark Blue)\", \"asin\": \"B08F4ZVQBY\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Hair Curler to Sleep in No Heat Satin Heatless Curls Overnight Rods Curling Set Jumbo Large Foam Sponge Hair Rollers Curlers for Long Short Hair Volume Women Styling Tools Brown\", \"asin\": \"B0CXJ4SK8L\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hair Curler Rollers for Women 24PCS Heatless Hair Roller with 12PCS Clips, 4 Sizes\\uff08Jumbo Large Medium Small\\uff09Self Grip Holding Hair Rollers for Long Medium Short Thick Fine Volume Thin Bangs Hair\", \"asin\": \"B0BYD3PY2K\", \"price\": \"$11.29\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hair Curlers Set with 24 Rollers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for All Hair Lengths (Black)\", \"asin\": \"B0CL5TN5PP\", \"price\": \"$12.59\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"47 pcs 7'' Hair Curlers Rollers Flexi Rods Flexible Curling Rods Set No Heat Heatless Bendy Foam Hair Curls for Long,Medium,Short Hair to Sleep in\", \"asin\": \"B07BXZHYGK\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Foam Hair Rollers - 48 Count, Assorted Colors - Heatless Curls, Overnight Curls, Foam Rollers with Storage Case\", \"asin\": \"B001KYS930\", \"price\": \"$8.89\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"4 Sizes Self-Grip Hair Rollers Set for Long, Short Hair and Bangs - 50 Pcs with Clips (25mm, 36mm, 48mm, 60mm), Pink\", \"asin\": \"B0CZKYKT3V\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"CORATED Heatless Curling Rod Headband, No Heat Silk Ribbon Rollers for Overnight Sleeping Curls, Styling Kit with Hair Clips and Scrunchie\", \"asin\": \"B094XZT3SY\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Satin Heatless Hair Curler,Heatless Curls Overnight, Rollers for Long Hair with 2 Hair Scrunchies,Sleep-Friendly Damage-Free Curlers for Soft Natural Waves (Sunset)\", \"asin\": \"B0DPHGY7CV\", \"price\": \"$8.88\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Thermal Rollers for Hair, 24PCS Jumbo Rollers Hair Curlers with Clips, Large Roller with 63mm 48mm 36mm Self Grip Thermal Hair Roller for Long Medium Short Hairs Volume\", \"asin\": \"B0BVRBZGYH\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"65 PCS Hair Curler Rollers with 5 Sizes Self-Grip Hair Roller for Women Roller Hair for Long Medium Short Thick Fine Thin Volume, Jumbo Curlers Rollers\", \"asin\": \"B0DP9RNXW2\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Big Self-Grip Hair Rollers with Stainless Steel Duckbill Clips for Long, Medium Hair and Volume\", \"asin\": \"B091SQ7N6T\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hair Rollers for Blowout Look Long Hair, 21 PCS Self Grip Hair Rollers for Long Medium Short Hair Styling Curling Tools DIY Hair Curlers to Sleep In\", \"asin\": \"B0CKWWJJ7Z\", \"price\": \"$6.07\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Drybar High Tops Self-Grip Rollers\", \"asin\": \"B01N1P5HVB\", \"price\": \"$12.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Self grip hair roller set,18 pcs,Hair rollers with hair roller clips and comb,Salon hairdressing curlers,DIY Hair Styles, Sungenol 3 Sizes Rose red Hair Rollers in 1 set\", \"asin\": \"B09QRZYXMN\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Jumbo Hair Curlers Rollers, 12Pcs 60mm Jumbo Hair Roller Curlers Self Grip Holding Rollers with 12Pcs Hair Clips for Long Straight Thick Hair (Rose Red)\", \"asin\": \"B098CWK8YN\", \"price\": \"$13.80\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Compact Ceramic Dual Voltage Hot Rollers for Long and Short Hair, Hair Setters, Hair Curlers, 1-1 \\u00bc\\\" Purple/Black, 10 Piece Set\", \"asin\": \"B000EPJNMW\", \"price\": \"$16.54\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\", \"asin\": \"B08LYVD9W1\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black\", \"asin\": \"B0CKQTWKLP\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30 Pieces Plastic Hair Rollers - Self-Grip Curlers in 5 Sizes, No Heat Required for DIY Hair Styling and Salon Use\", \"asin\": \"B08FRF18VN\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30PCS 9.45\\\" Flexi Rods Curlers Set for Short and Long Hair, No Heat Foam Rollers with Steel Comb Buytta\", \"asin\": \"B08XYYPM9S\", \"price\": \"$7.89\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb\", \"asin\": \"B0DNLC42HG\", \"price\": \"$9.87\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Roller Clips Included \| 1 1/2-inch and 1 3/4 inch Rollers \| Amazon Exclusive\", \"asin\": \"B007S69QAY\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Small Size Hair Rollers Curlers Self Grip Holding, For Hairdressing, Design Gripping Sticky Cling Style For DIY Or Salon (25mm/1\\\" 12PCS) Random Color\", \"asin\": \"B01J35XOLE\", \"price\": \"$5.14\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Salon Heatless Flexible Hair Rollers Curlers 42-pack 7\\\" Soft Foam Flexi Twist Curling Rods for Short Long Hair\", \"asin\": \"B0182XCOGE\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Apr 19 - 26 on $35 of items shipped by Amazon\"},\n{\"title\": \"100pcs Hair Curling Rods Set - Plastic Cold Wave Rollers for Natural, Long or Short Hair Styling - Women's DIY Hairdressing Tools in Orange, Purple, Gray, Blue, Yellow\", \"asin\": \"B09TVB91FX\", \"price\": \"$15.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"36PCS Foam Hair Rollers - Sponge Rollers for Heatless Hair Curler for Short/Long Curling Sleep rolos para cabello Jumbo Large Sponge Curlers Soft Sleeping Thin Hair Curl Overnight rulos\", \"asin\": \"B0CKQZWYPP\", \"price\": \"$6.59\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Ionic Conditioning Hair Setter, 20 Velvet Hair Rollers, 6 Large (1\\u00bc\\u201d), 10 Medium (1\\\"), 4 Small (\\u00be\\u201d), Blowout Style Hair Curlers\", \"asin\": \"B00J8IXT58\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"141 Pieces Hair Rollers Set Include 60 Plastic Hair Rollers (Multicolor,6 Size)\", \"asin\": \"B088R4FXBB\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1 1/2-inch Rollers\", \"asin\": \"B00006IV30\", \"price\": \"$21.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"ProVolume 1\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 5 Count Salon Quality Hair Curlers for Short, Medium and Long Hair\", \"asin\": \"B093BCQBRQ\", \"price\": \"$7.99\", \"delivery\": \"FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1/2 inch, 3/4 inch, and 1 inch Rollers\", \"asin\": \"B001BLRYMO\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Self Grip Hair Rollers Curlers Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Volume on Long, Short, Thick, or Fine Hair\", \"asin\": \"B0BK17SWMX\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Aimin Soft Curlers for Overnight Heatless Curls, No Heat Foam Rollers for Long Hair, Satin Sponge Curlers (30 pcs, pink)\", \"asin\": \"B077XNYLLB\", \"price\": \"$13.22\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Shine Therapy Argan Oil & Keratin Treated Hot Rollers Set, Professional Hair Curlers for Setting All Hair Lengths from Short and Medium to Long\", \"asin\": \"B09RTJDDT7\", \"price\": \"$25.10\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"BabylissPRO Nano Titanium Professional Hot Rollers For All Hair Lengths\", \"asin\": \"B0051P35CE\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"ProVolume 2\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 3 Count Large Salon Quality Hair Curlers for Medium and Long Hair, Blowouts, Curtain Bangs\", \"asin\": \"B093B7JLVY\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Annie Salon Style Medium Foam Hair Rollers - 7/8\\\" Yellow - 12 Piece Set - Soft Heat-less Hair Curling Tools\", \"asin\": \"B001NEGTFC\", \"price\": \"$4.45\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag\", \"asin\": \"B0DHCBWBT6\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30Pcs Small Foam Hair Curlers, 9.45\\\" Length x 0.47\\\" Diameter, No-Heat Flexible Curling Rods for Short, Medium and Long Hair\", \"asin\": \"B0C58JHJD6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CG6VDVRJ\", \"price\": \"$49.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 1 1/2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CT1PNK9F\", \"price\": \"$43.21\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)\", \"asin\": \"B08L7BDBPC\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag\", \"asin\": \"B0DQ1111T2\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S\", \"asin\": \"B0796S1HY9\", \"price\": \"$6.50\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers\", \"asin\": \"B07D3KV6JG\", \"price\": \"$8.95\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume\", \"asin\": \"B0DF758C1N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"T3 - Volumizing Hot Rollers LUXE \| Premium Hair Curler Set for Long Lasting Volume, Body & Shine \| Set of 8-4 XL (1.75\\\") & 4 Large (1.5\\u201d)\", \"asin\": \"B01HZGUSMQ\", \"price\": \"$127.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye\", \"asin\": \"B09S4PVZ81\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or FREE pickup\"},\n{\"title\": \"Annie Snap on Magnetic Rollers 1 1/2\\\" Black 6pack\", \"asin\": \"B00588WGCE\", \"price\": \"$4.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)\", \"asin\": \"B096ZR6H29\", \"price\": \"$15.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T20:59:27.328Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-07T18:20:58.895Z\", \"action\": \"click_product\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:21:07.489Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:09.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:11.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:20.876Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:23.221Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:26.657Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:28.786Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:33.343Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:34.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:37.571Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:40.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:00.904Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:05.849Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:11.128Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:22.832Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:23.064Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:37.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:51.588Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:24:03.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:34.381Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:55.536Z\", \"action\": \"purchase\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:29:17.580Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:24.162Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:25.277Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T19:14:18.292Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T20:15:33.578Z\", \"action\": \"click_product\", \"action_argument\": \"B000VOPG0E\"}\n{\"timestamp\": \"2025-04-08T20:15:51.067Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:53.952Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:54.521Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T03:49:53.180Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:50:31.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:27.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:41.354Z\", \"action\": \"click\", \"action_argument\": 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10 PM on eligible orders Or Non-members get FREE delivery Apr 19 - 26 on $35 of items shipped by Amazon\"},\n{\"title\": \"100pcs Hair Curling Rods Set - Plastic Cold Wave Rollers for Natural, Long or Short Hair Styling - Women's DIY Hairdressing Tools in Orange, Purple, Gray, Blue, Yellow\", \"asin\": \"B09TVB91FX\", \"price\": \"$15.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"36PCS Foam Hair Rollers - Sponge Rollers for Heatless Hair Curler for Short/Long Curling Sleep rolos para cabello Jumbo Large Sponge Curlers Soft Sleeping Thin Hair Curl Overnight rulos\", \"asin\": \"B0CKQZWYPP\", \"price\": \"$6.59\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Ionic Conditioning Hair Setter, 20 Velvet Hair Rollers, 6 Large (1\\u00bc\\u201d), 10 Medium (1\\\"), 4 Small (\\u00be\\u201d), Blowout Style Hair Curlers\", \"asin\": \"B00J8IXT58\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"141 Pieces Hair Rollers Set Include 60 Plastic Hair Rollers (Multicolor,6 Size)\", \"asin\": \"B088R4FXBB\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1 1/2-inch Rollers\", \"asin\": \"B00006IV30\", \"price\": \"$21.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"ProVolume 1\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 5 Count Salon Quality Hair Curlers for Short, Medium and Long Hair\", \"asin\": \"B093BCQBRQ\", \"price\": \"$7.99\", \"delivery\": \"FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1/2 inch, 3/4 inch, and 1 inch Rollers\", \"asin\": \"B001BLRYMO\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Self Grip Hair Rollers Curlers Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Volume on Long, Short, Thick, or Fine Hair\", \"asin\": \"B0BK17SWMX\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Aimin Soft Curlers for Overnight Heatless Curls, No Heat Foam Rollers for Long Hair, Satin Sponge Curlers (30 pcs, pink)\", \"asin\": \"B077XNYLLB\", \"price\": \"$13.22\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Shine Therapy Argan Oil & Keratin Treated Hot Rollers Set, Professional Hair Curlers for Setting All Hair Lengths from Short and Medium to Long\", \"asin\": \"B09RTJDDT7\", \"price\": \"$25.10\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"BabylissPRO Nano Titanium Professional Hot Rollers For All Hair Lengths\", \"asin\": \"B0051P35CE\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"ProVolume 2\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 3 Count Large Salon Quality Hair Curlers for Medium and Long Hair, Blowouts, Curtain Bangs\", \"asin\": \"B093B7JLVY\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Annie Salon Style Medium Foam Hair Rollers - 7/8\\\" Yellow - 12 Piece Set - Soft Heat-less Hair Curling Tools\", \"asin\": \"B001NEGTFC\", \"price\": \"$4.45\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag\", \"asin\": \"B0DHCBWBT6\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30Pcs Small Foam Hair Curlers, 9.45\\\" Length x 0.47\\\" Diameter, No-Heat Flexible Curling Rods for Short, Medium and Long Hair\", \"asin\": \"B0C58JHJD6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CG6VDVRJ\", \"price\": \"$49.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 1 1/2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CT1PNK9F\", \"price\": \"$43.21\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)\", \"asin\": \"B08L7BDBPC\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag\", \"asin\": \"B0DQ1111T2\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S\", \"asin\": \"B0796S1HY9\", \"price\": \"$6.50\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers\", \"asin\": \"B07D3KV6JG\", \"price\": \"$8.95\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume\", \"asin\": \"B0DF758C1N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"T3 - Volumizing Hot Rollers LUXE \| Premium Hair Curler Set for Long Lasting Volume, Body & Shine \| Set of 8-4 XL (1.75\\\") & 4 Large (1.5\\u201d)\", \"asin\": \"B01HZGUSMQ\", \"price\": \"$127.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye\", \"asin\": \"B09S4PVZ81\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or FREE pickup\"},\n{\"title\": \"Annie Snap on Magnetic Rollers 1 1/2\\\" Black 6pack\", \"asin\": \"B00588WGCE\", \"price\": \"$4.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)\", \"asin\": \"B096ZR6H29\", \"price\": \"$15.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T20:59:37.316Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-11T20:59:37.316Z	click	search	rule	train	1,302	2025-04-11T20:59:37.316Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-07T18:20:58.895Z", "action": "click_product", "action_argument": "B09TQY66NH"} {"timestamp": "2025-04-07T18:21:07.489Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:09.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:11.554Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:20.876Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:23.221Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:26.657Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:28.786Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:33.343Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:34.956Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:37.571Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:40.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:22:00.904Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:22:05.849Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:11.128Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:22.832Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:23.064Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:37.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:51.588Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:24:03.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:28:34.381Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:28:55.536Z", "action": "purchase", "action_argument": "B09TQY66NH"} {"timestamp": "2025-04-07T18:29:17.580Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T18:29:24.162Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T18:29:25.277Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T19:14:18.292Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T20:15:33.578Z", "action": "click_product", "action_argument": "B000VOPG0E"} {"timestamp": "2025-04-08T20:15:51.067Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T20:15:53.952Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T20:15:54.521Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-11T03:49:53.180Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:50:31.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:53:27.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:53:41.354Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:54:04.938Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:54:47.156Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:55:03.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:55:14.375Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-11T19:41:05.616Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T19:42:30.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-11T19:42:44.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T19:43:31.289Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T19:44:14.384Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T20:08:21.248Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:08:23.144Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-11T20:08:27.771Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-11T20:08:38.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T20:56:29.975Z", "action": "input", "action_argument": "hair cutting scissors"} {"timestamp": "2025-04-11T20:56:47.908Z", "action": "input", "action_argument": "hair cutting scissors ayuliky"} {"timestamp": "2025-04-11T20:56:48.635Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:56:53.291Z", "action": "input", "action_argument": "hair cutting scissors set ayuliky"} {"timestamp": "2025-04-11T20:56:53.698Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:57:10.187Z", "action": "click_product", "action_argument": "B0CZDFXDPQ"} {"timestamp": "2025-04-11T20:57:17.933Z", "action": "purchase", "action_argument": "B0CZDFXDPQ"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-11T20:57:54.793Z", "action": "input", "action_argument": "extension cords"} {"timestamp": "2025-04-11T20:58:23.134Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:58:23.266Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:58:27.874Z", "action": "input", "action_argument": "rollers hair curlers"} {"timestamp": "2025-04-11T20:59:27.328Z", "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": "rollers hair curlers"}], "cart_items": [{"title": "Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults", "asin": "B0CZDFXDPQ", "price": "$12.89", "quantity": "1"}, {"asin": "B09TQY66NH"}], "promotion_items": [{"title": "SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling", "asin": "B0DJ2V57TL", "price": "$37.83", "quantity": ""}, {"title": "Rollers Hair Curlers Set of 48 with 24 Curlers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for Long, Medium, Short Hair (Purple)\n1 Count (Pack of 48)", "asin": "B0CS9KDFVD", "price": "$12.59", "quantity": ""}, {"title": "Hair Curling Ribbon Wrap: The Original Sway Heatless Curling Ribbons \| Luxe Velour \| Mane Label Hair Co. (Black)\n1 Count (Pack of 1)", "asin": "B0C6VSMJZZ", "price": "$31.20", "quantity": ""}, {"title": "WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\n0.51 Inch (Pack of 36)", "asin": "B08LYVD9W1", "price": "$7.99", "quantity": ""}, {"title": "", "asin": "B09DNQGPXP", "price": "", "quantity": ""}, {"title": "", "asin": "B0CRRFW23N", "price": "", "quantity": ""}, {"title": "18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)\n1 Count (Pack of 18)", "asin": "B0BFHNW2Z2", "price": "$9.99", "quantity": ""}, {"title": "SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling", "asin": "B0DJ2V57TL", "price": "$37.83", "quantity": ""}, {"title": "TYMO Automatic Rotating Curling Iron - TYMO CURLPRO Beach Waves Curling Wand, Portable Hair Curler, 500 Million Ionic, Dual Voltage & Lightweight for Travel, Ceramic Coating, 1 Inch, Metallic Gray\n1 inch", "asin": "B0DBZS6MHK", "price": "$47.99", "quantity": ""}, {"title": "Auto Hair Curler, Automatic Curling Iron with 4 Temperature & 3 Timer, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating Curling Wand for Hair Styling, White", "asin": "B0DGG7482H", "price": "$22.94", "quantity": ""}, {"title": "BLACK Jumbo 2.75\" Bobby Hair Pins - Black Tipped Flat Style Pins for Women - Perfect For Rollers - Hair Pins for Styling - Suitable for ALL Hair Types, 100 pieces Tub Made in USA\n1 Count (Pack of 100)", "asin": "B0792JHDMR", "price": "$9.99", "quantity": ""}, {"title": "Rotating Curling Iron 28mm/1.1 inch Professional Automatic Wave Hair Curling Wand Fast Heating Hair Curlers for Long/Middle/Short All Hair (White)", "asin": "B0D4CXZK1R", "price": "$27.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye.\" Rated 4.2 out of 5 stars by 23202 reviews. Eligible for Prime. Best seller.", "asin": "B09S4PVZ81"}, {"title": "Go to detail page for \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Charcoal.\" Rated 4.2 out of 5 stars by 23201 reviews. Eligible for Prime. Best seller.", "asin": "B0BNLWJ6QJ"}, {"title": "Go to detail page for \"Kitsch Satin Heatless Curling Rod - Heatless Hair Curler for Overnight Curls, Soft Hair Curlers to Sleep In, Heatless Curlers for Women, No Heat Curls for Short Hair & Long Hair, 6pcs - Rosewood.\" Rated 3.8 out of 5 stars by 2783 reviews. Eligible for Prime.", "asin": "B0BJFN4D9R"}], "search_results": [{"title": "Rollers Hair Curlers 30Pcs Set with 18Pcs Hair Roller 3 Sizes (6 Large Rollers, 6 Medium Rollers, 6 Small Rollers) and 12 Clips and Storage Bag for Long Medium Short Hair Volume", "asin": "B0CR3ZXQDK", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Self-Grip Hair Rollers Kit, 3 Sizes (0.79\",1.18\",1.57\") for Short/Medium/Long Hair \| 36 Rollers +12 Clips + Foldable Comb \| No Heat Curlers for Overnight Waves, Travel & Damage-Free Styling", "asin": "B0DNYPW18N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black", "asin": "B0CKQTWKLP", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)", "asin": "B0BFHNW2Z2", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag", "asin": "B0DHCBWBT6", "price": "$11.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "33 Piece Hair Rollers set, Self Grip Hair Rollers for Long Medium Short Hair, ELASO Large Medium Hair Curler \uff0822 Rollers + 10 Stainless steel Clip +1 Storage Bag\uff09", "asin": "B0BW6PY4G7", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Hair Curler: 13Pcs Rollers Set With Clips for Long and Medium Hair, Women's Curls Styling Tools, DIY Curlers to Sleep In", "asin": "B0C3G9QG69", "price": "$5.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Kitsch Ceramic Thermal Hair Rollers for Women - Self Grip Rollers for Blowout Look Long Hair, Curlers for Medium & Short Hair, Large Roller for Volume Curls, Ceramic Coated, Easy to Use - 8pcs, Black", "asin": "B07W6RLZD4", "price": "$13.97", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Heatless Curlers- heatless curls overnight - Hair Rollers for Lift & Volume - Assorted Sizes and Colors - Velcro Rollers - 31 Count w/storage case", "asin": "B002R72N36", "price": "$8.74", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "39PCS Self Grip Hair Rollers Curlers 3 Sizes Black Hair Roller 2.5in, 1.9in, 1.4in, Jumbo Curlers Roller with 12PCS Duckbill Clips Hair Rollers for Long Medium Short Thick Fine Volume Bangs", "asin": "B0C8D2YVZ7", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "60 Pcs Perming Rods Set - 8 Sizes Cold Wave Rollers with Rat Tail Combs, Clips for Long and Short Natural Hair Styling, Hairdressing Kit", "asin": "B0D47F4Z2M", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Curling set,Silk Curls Rod Headband,No Heat Rollers to Sleep in Overnight,Satin Hair Curlers for Long and Medium Hair(Pink)", "asin": "B0D4ZH5F13", "price": "$6.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Hair Curler, Heatless Curls Overnight Hair Curlers to Sleep in No Heat Hair Curler Curling Rod Headband Hair Rollers with Scarf, 3 Set Rod", "asin": "B0CWQFQS9X", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "48 Pieces Hair Perm Rods Short Cold Wave Rods Plastic Perming Irons Hair Curling Rollers Curlers with Steel Pintail Comb Rat Tail Comb for Hairdressing Styling Supplies(0.35 Inch,Blue and Dark Blue)", "asin": "B08F4ZVQBY", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Hair Curler to Sleep in No Heat Satin Heatless Curls Overnight Rods Curling Set Jumbo Large Foam Sponge Hair Rollers Curlers for Long Short Hair Volume Women Styling Tools Brown", "asin": "B0CXJ4SK8L", "price": "$19.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Hair Curler Rollers for Women 24PCS Heatless Hair Roller with 12PCS Clips, 4 Sizes\uff08Jumbo Large Medium Small\uff09Self Grip Holding Hair Rollers for Long Medium Short Thick Fine Volume Thin Bangs Hair", "asin": "B0BYD3PY2K", "price": "$11.29", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Hair Curlers Set with 24 Rollers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for All Hair Lengths (Black)", "asin": "B0CL5TN5PP", "price": "$12.59", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "47 pcs 7'' Hair Curlers Rollers Flexi Rods Flexible Curling Rods Set No Heat Heatless Bendy Foam Hair Curls for Long,Medium,Short Hair to Sleep in", "asin": "B07BXZHYGK", "price": "$12.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Foam Hair Rollers - 48 Count, Assorted Colors - Heatless Curls, Overnight Curls, Foam Rollers with Storage Case", "asin": "B001KYS930", "price": "$8.89", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "4 Sizes Self-Grip Hair Rollers Set for Long, Short Hair and Bangs - 50 Pcs with Clips (25mm, 36mm, 48mm, 60mm), Pink", "asin": "B0CZKYKT3V", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "CORATED Heatless Curling Rod Headband, No Heat Silk Ribbon Rollers for Overnight Sleeping Curls, Styling Kit with Hair Clips and Scrunchie", "asin": "B094XZT3SY", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Satin Heatless Hair Curler,Heatless Curls Overnight, Rollers for Long Hair with 2 Hair Scrunchies,Sleep-Friendly Damage-Free Curlers for Soft Natural Waves (Sunset)", "asin": "B0DPHGY7CV", "price": "$8.88", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Thermal Rollers for Hair, 24PCS Jumbo Rollers Hair Curlers with Clips, Large Roller with 63mm 48mm 36mm Self Grip Thermal Hair Roller for Long Medium Short Hairs Volume", "asin": "B0BVRBZGYH", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "65 PCS Hair Curler Rollers with 5 Sizes Self-Grip Hair Roller for Women Roller Hair for Long Medium Short Thick Fine Thin Volume, Jumbo Curlers Rollers", "asin": "B0DP9RNXW2", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Big Self-Grip Hair Rollers with Stainless Steel Duckbill Clips for Long, Medium Hair and Volume", "asin": "B091SQ7N6T", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Hair Rollers for Blowout Look Long Hair, 21 PCS Self Grip Hair Rollers for Long Medium Short Hair Styling Curling Tools DIY Hair Curlers to Sleep In", "asin": "B0CKWWJJ7Z", "price": "$6.07", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Drybar High Tops Self-Grip Rollers", "asin": "B01N1P5HVB", "price": "$12.00", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Self grip hair roller set,18 pcs,Hair rollers with hair roller clips and comb,Salon hairdressing curlers,DIY Hair Styles, Sungenol 3 Sizes Rose red Hair Rollers in 1 set", "asin": "B09QRZYXMN", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Jumbo Hair Curlers Rollers, 12Pcs 60mm Jumbo Hair Roller Curlers Self Grip Holding Rollers with 12Pcs Hair Clips for Long Straight Thick Hair (Rose Red)", "asin": "B098CWK8YN", "price": "$13.80", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Remington Compact Ceramic Dual Voltage Hot Rollers for Long and Short Hair, Hair Setters, Hair Curlers, 1-1 \u00bc\" Purple/Black, 10 Piece Set", "asin": "B000EPJNMW", "price": "$16.54", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling", "asin": "B08LYVD9W1", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black", "asin": "B0CKQTWKLP", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "30 Pieces Plastic Hair Rollers - Self-Grip Curlers in 5 Sizes, No Heat Required for DIY Hair Styling and Salon Use", "asin": "B08FRF18VN", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "30PCS 9.45\" Flexi Rods Curlers Set for Short and Long Hair, No Heat Foam Rollers with Steel Comb Buytta", "asin": "B08XYYPM9S", "price": "$7.89", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb", "asin": "B0DNLC42HG", "price": "$9.87", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Roller Clips Included \| 1 1/2-inch and 1 3/4 inch Rollers \| Amazon Exclusive", "asin": "B007S69QAY", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "Small Size Hair Rollers Curlers Self Grip Holding, For Hairdressing, Design Gripping Sticky Cling Style For DIY Or Salon (25mm/1\" 12PCS) Random Color", "asin": "B01J35XOLE", "price": "$5.14", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Salon Heatless Flexible Hair Rollers Curlers 42-pack 7\" Soft Foam Flexi Twist Curling Rods for Short Long Hair", "asin": "B0182XCOGE", "price": "$16.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Apr 19 - 26 on $35 of items shipped by Amazon"}, {"title": "100pcs Hair Curling Rods Set - Plastic Cold Wave Rollers for Natural, Long or Short Hair Styling - Women's DIY Hairdressing Tools in Orange, Purple, Gray, Blue, Yellow", "asin": "B09TVB91FX", "price": "$15.89", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "36PCS Foam Hair Rollers - Sponge Rollers for Heatless Hair Curler for Short/Long Curling Sleep rolos para cabello Jumbo Large Sponge Curlers Soft Sleeping Thin Hair Curl Overnight rulos", "asin": "B0CKQZWYPP", "price": "$6.59", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Remington Ionic Conditioning Hair Setter, 20 Velvet Hair Rollers, 6 Large (1\u00bc\u201d), 10 Medium (1\"), 4 Small (\u00be\u201d), Blowout Style Hair Curlers", "asin": "B00J8IXT58", "price": "$29.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "141 Pieces Hair Rollers Set Include 60 Plastic Hair Rollers (Multicolor,6 Size)", "asin": "B088R4FXBB", "price": "$20.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1 1/2-inch Rollers", "asin": "B00006IV30", "price": "$21.78", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "ProVolume 1\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 5 Count Salon Quality Hair Curlers for Short, Medium and Long Hair", "asin": "B093BCQBRQ", "price": "$7.99", "delivery": "FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15"}, {"title": "Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1/2 inch, 3/4 inch, and 1 inch Rollers", "asin": "B001BLRYMO", "price": "$22.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Self Grip Hair Rollers Curlers Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Volume on Long, Short, Thick, or Fine Hair", "asin": "B0BK17SWMX", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Aimin Soft Curlers for Overnight Heatless Curls, No Heat Foam Rollers for Long Hair, Satin Sponge Curlers (30 pcs, pink)", "asin": "B077XNYLLB", "price": "$13.22", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Remington Shine Therapy Argan Oil & Keratin Treated Hot Rollers Set, Professional Hair Curlers for Setting All Hair Lengths from Short and Medium to Long", "asin": "B09RTJDDT7", "price": "$25.10", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "BabylissPRO Nano Titanium Professional Hot Rollers For All Hair Lengths", "asin": "B0051P35CE", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "ProVolume 2\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 3 Count Large Salon Quality Hair Curlers for Medium and Long Hair, Blowouts, Curtain Bangs", "asin": "B093B7JLVY", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Annie Salon Style Medium Foam Hair Rollers - 7/8\" Yellow - 12 Piece Set - Soft Heat-less Hair Curling Tools", "asin": "B001NEGTFC", "price": "$4.45", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag", "asin": "B0DHCBWBT6", "price": "$11.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "30Pcs Small Foam Hair Curlers, 9.45\" Length x 0.47\" Diameter, No-Heat Flexible Curling Rods for Short, Medium and Long Hair", "asin": "B0C58JHJD6", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 2-inch Rollers \| Amazon Exclusive", "asin": "B0CG6VDVRJ", "price": "$49.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 1 1/2-inch Rollers \| Amazon Exclusive", "asin": "B0CT1PNK9F", "price": "$43.21", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)", "asin": "B08L7BDBPC", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag", "asin": "B0DQ1111T2", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S", "asin": "B0796S1HY9", "price": "$6.50", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers", "asin": "B07D3KV6JG", "price": "$8.95", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume", "asin": "B0DF758C1N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "T3 - Volumizing Hot Rollers LUXE \| Premium Hair Curler Set for Long Lasting Volume, Body & Shine \| Set of 8-4 XL (1.75\") & 4 Large (1.5\u201d)", "asin": "B01HZGUSMQ", "price": "$127.99", "delivery": "FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15"}, {"title": "Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye", "asin": "B09S4PVZ81", "price": "$15.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or FREE pickup"}, {"title": "Annie Snap on Magnetic Rollers 1 1/2\" Black 6pack", "asin": "B00588WGCE", "price": "$4.89", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)", "asin": "B096ZR6H29", "price": "$15.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T20:59:37.316Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-11T20:59:37.316Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-11T20:59:37.316Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1302, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-07T18:20:58.895Z\", \"action\": \"click_product\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:21:07.489Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:09.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:11.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:20.876Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:23.221Z\", \"action\": \"click\", 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\"2025-04-07T18:23:22.832Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:23.064Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:37.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:51.588Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:24:03.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:34.381Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:55.536Z\", \"action\": \"purchase\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:29:17.580Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:24.162Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:25.277Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T19:14:18.292Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T20:15:33.578Z\", \"action\": \"click_product\", \"action_argument\": \"B000VOPG0E\"}\n{\"timestamp\": \"2025-04-08T20:15:51.067Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:53.952Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:54.521Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T03:49:53.180Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:50:31.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:27.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:41.354Z\", \"action\": \"click\", \"action_argument\": 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\"nav_bar\"}\n{\"timestamp\": \"2025-04-11T20:08:21.248Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:08:23.144Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-11T20:08:27.771Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T20:08:38.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T20:56:29.975Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors\"}\n{\"timestamp\": \"2025-04-11T20:56:47.908Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:48.635Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:56:53.291Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors set ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:53.698Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:57:10.187Z\", \"action\": \"click_product\", \"action_argument\": \"B0CZDFXDPQ\"}\n{\"timestamp\": \"2025-04-11T20:57:17.933Z\", \"action\": \"purchase\", \"action_argument\": \"B0CZDFXDPQ\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-11T20:57:54.793Z\", \"action\": \"input\", \"action_argument\": \"extension cords\"}\n{\"timestamp\": \"2025-04-11T20:58:23.134Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:23.266Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:27.874Z\", \"action\": \"input\", \"action_argument\": \"rollers hair curlers\"}\n{\"timestamp\": \"2025-04-11T20:59:27.328Z\", \"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\"search_term\": [{\"term\": \"rollers hair curlers\"}],\n\"cart_items\": [{\"title\": \"Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults\", \"asin\": \"B0CZDFXDPQ\", \"price\": \"$12.89\", \"quantity\": \"1\"},\n{\"asin\": \"B09TQY66NH\"}],\n\"promotion_items\": [{\"title\": \"SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling\", \"asin\": \"B0DJ2V57TL\", \"price\": \"$37.83\", \"quantity\": \"\"},\n{\"title\": \"Rollers Hair Curlers Set of 48 with 24 Curlers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for Long, Medium, Short Hair (Purple)\\n1 Count (Pack of 48)\", \"asin\": \"B0CS9KDFVD\", \"price\": \"$12.59\", \"quantity\": \"\"},\n{\"title\": \"Hair Curling Ribbon Wrap: The Original Sway Heatless Curling Ribbons \| Luxe Velour \| Mane Label Hair Co. (Black)\\n1 Count (Pack of 1)\", \"asin\": \"B0C6VSMJZZ\", \"price\": \"$31.20\", \"quantity\": \"\"},\n{\"title\": \"WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\\n0.51 Inch (Pack of 36)\", \"asin\": \"B08LYVD9W1\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B09DNQGPXP\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0CRRFW23N\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)\\n1 Count (Pack of 18)\", \"asin\": \"B0BFHNW2Z2\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling\", \"asin\": \"B0DJ2V57TL\", \"price\": \"$37.83\", \"quantity\": \"\"},\n{\"title\": \"TYMO Automatic Rotating Curling Iron - TYMO CURLPRO Beach Waves Curling Wand, Portable Hair Curler, 500 Million Ionic, Dual Voltage & Lightweight for Travel, Ceramic Coating, 1 Inch, Metallic Gray\\n1 inch\", \"asin\": \"B0DBZS6MHK\", \"price\": \"$47.99\", \"quantity\": \"\"},\n{\"title\": \"Auto Hair Curler, Automatic Curling Iron with 4 Temperature & 3 Timer, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating Curling Wand for Hair Styling, White\", \"asin\": \"B0DGG7482H\", \"price\": \"$22.94\", \"quantity\": \"\"},\n{\"title\": \"BLACK Jumbo 2.75\\\" Bobby Hair Pins - Black Tipped Flat Style Pins for Women - Perfect For Rollers - Hair Pins for Styling - Suitable for ALL Hair Types, 100 pieces Tub Made in USA\\n1 Count (Pack of 100)\", \"asin\": \"B0792JHDMR\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Rotating Curling Iron 28mm/1.1 inch Professional Automatic Wave Hair Curling Wand Fast Heating Hair Curlers for Long/Middle/Short All Hair (White)\", \"asin\": \"B0D4CXZK1R\", \"price\": \"$27.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye.\\\" Rated 4.2 out of 5 stars by 23202 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B09S4PVZ81\"},\n{\"title\": \"Go to detail page for \\\"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Charcoal.\\\" Rated 4.2 out of 5 stars by 23201 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B0BNLWJ6QJ\"},\n{\"title\": \"Go to detail page for \\\"Kitsch Satin Heatless Curling Rod - Heatless Hair Curler for Overnight Curls, Soft Hair Curlers to Sleep In, Heatless Curlers for Women, No Heat Curls for Short Hair & Long Hair, 6pcs - Rosewood.\\\" Rated 3.8 out of 5 stars by 2783 reviews. Eligible for Prime.\", \"asin\": \"B0BJFN4D9R\"}],\n\"search_results\": [{\"title\": \"Rollers Hair Curlers 30Pcs Set with 18Pcs Hair Roller 3 Sizes (6 Large Rollers, 6 Medium Rollers, 6 Small Rollers) and 12 Clips and Storage Bag for Long Medium Short Hair Volume\", \"asin\": \"B0CR3ZXQDK\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Self-Grip Hair Rollers Kit, 3 Sizes (0.79\\\",1.18\\\",1.57\\\") for Short/Medium/Long Hair \| 36 Rollers +12 Clips + Foldable Comb \| No Heat Curlers for Overnight Waves, Travel & Damage-Free Styling\", \"asin\": \"B0DNYPW18N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black\", \"asin\": \"B0CKQTWKLP\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)\", \"asin\": \"B0BFHNW2Z2\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag\", \"asin\": \"B0DHCBWBT6\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"33 Piece Hair Rollers set, Self Grip Hair Rollers for Long Medium Short Hair, ELASO Large Medium Hair Curler \\uff0822 Rollers + 10 Stainless steel Clip +1 Storage Bag\\uff09\", \"asin\": \"B0BW6PY4G7\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Hair Curler: 13Pcs Rollers Set With Clips for Long and Medium Hair, Women's Curls Styling Tools, DIY Curlers to Sleep In\", \"asin\": \"B0C3G9QG69\", \"price\": \"$5.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Kitsch Ceramic Thermal Hair Rollers for Women - Self Grip Rollers for Blowout Look Long Hair, Curlers for Medium & Short Hair, Large Roller for Volume Curls, Ceramic Coated, Easy to Use - 8pcs, Black\", \"asin\": \"B07W6RLZD4\", \"price\": \"$13.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Heatless Curlers- heatless curls overnight - Hair Rollers for Lift & Volume - Assorted Sizes and Colors - Velcro Rollers - 31 Count w/storage case\", \"asin\": \"B002R72N36\", \"price\": \"$8.74\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"39PCS Self Grip Hair Rollers Curlers 3 Sizes Black Hair Roller 2.5in, 1.9in, 1.4in, Jumbo Curlers Roller with 12PCS Duckbill Clips Hair Rollers for Long Medium Short Thick Fine Volume Bangs\", \"asin\": \"B0C8D2YVZ7\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"60 Pcs Perming Rods Set - 8 Sizes Cold Wave Rollers with Rat Tail Combs, Clips for Long and Short Natural Hair Styling, Hairdressing Kit\", \"asin\": \"B0D47F4Z2M\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Curling set,Silk Curls Rod Headband,No Heat Rollers to Sleep in Overnight,Satin Hair Curlers for Long and Medium Hair(Pink)\", \"asin\": \"B0D4ZH5F13\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Hair Curler, Heatless Curls Overnight Hair Curlers to Sleep in No Heat Hair Curler Curling Rod Headband Hair Rollers with Scarf, 3 Set Rod\", \"asin\": \"B0CWQFQS9X\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"48 Pieces Hair Perm Rods Short Cold Wave Rods Plastic Perming Irons Hair Curling Rollers Curlers with Steel Pintail Comb Rat Tail Comb for Hairdressing Styling Supplies(0.35 Inch,Blue and Dark Blue)\", \"asin\": \"B08F4ZVQBY\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Hair Curler to Sleep in No Heat Satin Heatless Curls Overnight Rods Curling Set Jumbo Large Foam Sponge Hair Rollers Curlers for Long Short Hair Volume Women Styling Tools Brown\", \"asin\": \"B0CXJ4SK8L\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hair Curler Rollers for Women 24PCS Heatless Hair Roller with 12PCS Clips, 4 Sizes\\uff08Jumbo Large Medium Small\\uff09Self Grip Holding Hair Rollers for Long Medium Short Thick Fine Volume Thin Bangs Hair\", \"asin\": \"B0BYD3PY2K\", \"price\": \"$11.29\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hair Curlers Set with 24 Rollers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for All Hair Lengths (Black)\", \"asin\": \"B0CL5TN5PP\", \"price\": \"$12.59\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"47 pcs 7'' Hair Curlers Rollers Flexi Rods Flexible Curling Rods Set No Heat Heatless Bendy Foam Hair Curls for Long,Medium,Short Hair to Sleep in\", \"asin\": \"B07BXZHYGK\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Foam Hair Rollers - 48 Count, Assorted Colors - Heatless Curls, Overnight Curls, Foam Rollers with Storage Case\", \"asin\": \"B001KYS930\", \"price\": \"$8.89\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"4 Sizes Self-Grip Hair Rollers Set for Long, Short Hair and Bangs - 50 Pcs with Clips (25mm, 36mm, 48mm, 60mm), Pink\", \"asin\": \"B0CZKYKT3V\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"CORATED Heatless Curling Rod Headband, No Heat Silk Ribbon Rollers for Overnight Sleeping Curls, Styling Kit with Hair Clips and Scrunchie\", \"asin\": \"B094XZT3SY\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Satin Heatless Hair Curler,Heatless Curls Overnight, Rollers for Long Hair with 2 Hair Scrunchies,Sleep-Friendly Damage-Free Curlers for Soft Natural Waves (Sunset)\", \"asin\": \"B0DPHGY7CV\", \"price\": \"$8.88\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Thermal Rollers for Hair, 24PCS Jumbo Rollers Hair Curlers with Clips, Large Roller with 63mm 48mm 36mm Self Grip Thermal Hair Roller for Long Medium Short Hairs Volume\", \"asin\": \"B0BVRBZGYH\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"65 PCS Hair Curler Rollers with 5 Sizes Self-Grip Hair Roller for Women Roller Hair for Long Medium Short Thick Fine Thin Volume, Jumbo Curlers Rollers\", \"asin\": \"B0DP9RNXW2\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Big Self-Grip Hair Rollers with Stainless Steel Duckbill Clips for Long, Medium Hair and Volume\", \"asin\": \"B091SQ7N6T\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hair Rollers for Blowout Look Long Hair, 21 PCS Self Grip Hair Rollers for Long Medium Short Hair Styling Curling Tools DIY Hair Curlers to Sleep In\", \"asin\": \"B0CKWWJJ7Z\", \"price\": \"$6.07\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Drybar High Tops Self-Grip Rollers\", \"asin\": \"B01N1P5HVB\", \"price\": \"$12.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Self grip hair roller set,18 pcs,Hair rollers with hair roller clips and comb,Salon hairdressing curlers,DIY Hair Styles, Sungenol 3 Sizes Rose red Hair Rollers in 1 set\", \"asin\": \"B09QRZYXMN\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Jumbo Hair Curlers Rollers, 12Pcs 60mm Jumbo Hair Roller Curlers Self Grip Holding Rollers with 12Pcs Hair Clips for Long Straight Thick Hair (Rose Red)\", \"asin\": \"B098CWK8YN\", \"price\": \"$13.80\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Compact Ceramic Dual Voltage Hot Rollers for Long and Short Hair, Hair Setters, Hair Curlers, 1-1 \\u00bc\\\" Purple/Black, 10 Piece Set\", \"asin\": \"B000EPJNMW\", \"price\": \"$16.54\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\", \"asin\": \"B08LYVD9W1\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black\", \"asin\": \"B0CKQTWKLP\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30 Pieces Plastic Hair Rollers - Self-Grip Curlers in 5 Sizes, No Heat Required for DIY Hair Styling and Salon Use\", \"asin\": \"B08FRF18VN\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30PCS 9.45\\\" Flexi Rods Curlers Set for Short and Long Hair, No Heat Foam Rollers with Steel Comb Buytta\", \"asin\": \"B08XYYPM9S\", \"price\": \"$7.89\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb\", \"asin\": \"B0DNLC42HG\", \"price\": \"$9.87\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Roller Clips Included \| 1 1/2-inch and 1 3/4 inch Rollers \| Amazon Exclusive\", \"asin\": \"B007S69QAY\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Small Size Hair Rollers Curlers Self Grip Holding, For Hairdressing, Design Gripping Sticky Cling Style For DIY Or Salon (25mm/1\\\" 12PCS) Random Color\", \"asin\": \"B01J35XOLE\", \"price\": \"$5.14\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Salon Heatless Flexible Hair Rollers Curlers 42-pack 7\\\" Soft Foam Flexi Twist Curling Rods for Short Long Hair\", \"asin\": \"B0182XCOGE\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Apr 19 - 26 on $35 of items shipped by Amazon\"},\n{\"title\": \"100pcs Hair Curling Rods Set - Plastic Cold Wave Rollers for Natural, Long or Short Hair Styling - Women's DIY Hairdressing Tools in Orange, Purple, Gray, Blue, Yellow\", \"asin\": \"B09TVB91FX\", \"price\": \"$15.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"36PCS Foam Hair Rollers - Sponge Rollers for Heatless Hair Curler for Short/Long Curling Sleep rolos para cabello Jumbo Large Sponge Curlers Soft Sleeping Thin Hair Curl Overnight rulos\", \"asin\": \"B0CKQZWYPP\", \"price\": \"$6.59\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Ionic Conditioning Hair Setter, 20 Velvet Hair Rollers, 6 Large (1\\u00bc\\u201d), 10 Medium (1\\\"), 4 Small (\\u00be\\u201d), Blowout Style Hair Curlers\", \"asin\": \"B00J8IXT58\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"141 Pieces Hair Rollers Set Include 60 Plastic Hair Rollers (Multicolor,6 Size)\", \"asin\": \"B088R4FXBB\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1 1/2-inch Rollers\", \"asin\": \"B00006IV30\", \"price\": \"$21.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"ProVolume 1\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 5 Count Salon Quality Hair Curlers for Short, Medium and Long Hair\", \"asin\": \"B093BCQBRQ\", \"price\": \"$7.99\", \"delivery\": \"FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1/2 inch, 3/4 inch, and 1 inch Rollers\", \"asin\": \"B001BLRYMO\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Self Grip Hair Rollers Curlers Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Volume on Long, Short, Thick, or Fine Hair\", \"asin\": \"B0BK17SWMX\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Aimin Soft Curlers for Overnight Heatless Curls, No Heat Foam Rollers for Long Hair, Satin Sponge Curlers (30 pcs, pink)\", \"asin\": \"B077XNYLLB\", \"price\": \"$13.22\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Shine Therapy Argan Oil & Keratin Treated Hot Rollers Set, Professional Hair Curlers for Setting All Hair Lengths from Short and Medium to Long\", \"asin\": \"B09RTJDDT7\", \"price\": \"$25.10\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"BabylissPRO Nano Titanium Professional Hot Rollers For All Hair Lengths\", \"asin\": \"B0051P35CE\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"ProVolume 2\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 3 Count Large Salon Quality Hair Curlers for Medium and Long Hair, Blowouts, Curtain Bangs\", \"asin\": \"B093B7JLVY\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Annie Salon Style Medium Foam Hair Rollers - 7/8\\\" Yellow - 12 Piece Set - Soft Heat-less Hair Curling Tools\", \"asin\": \"B001NEGTFC\", \"price\": \"$4.45\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag\", \"asin\": \"B0DHCBWBT6\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30Pcs Small Foam Hair Curlers, 9.45\\\" Length x 0.47\\\" Diameter, No-Heat Flexible Curling Rods for Short, Medium and Long Hair\", \"asin\": \"B0C58JHJD6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CG6VDVRJ\", \"price\": \"$49.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 1 1/2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CT1PNK9F\", \"price\": \"$43.21\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)\", \"asin\": \"B08L7BDBPC\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag\", \"asin\": \"B0DQ1111T2\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S\", \"asin\": \"B0796S1HY9\", \"price\": \"$6.50\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers\", \"asin\": \"B07D3KV6JG\", \"price\": \"$8.95\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume\", \"asin\": \"B0DF758C1N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"T3 - Volumizing Hot Rollers LUXE \| Premium Hair Curler Set for Long Lasting Volume, Body & Shine \| Set of 8-4 XL (1.75\\\") & 4 Large (1.5\\u201d)\", \"asin\": \"B01HZGUSMQ\", \"price\": \"$127.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye\", \"asin\": \"B09S4PVZ81\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or FREE pickup\"},\n{\"title\": \"Annie Snap on Magnetic Rollers 1 1/2\\\" Black 6pack\", \"asin\": \"B00588WGCE\", \"price\": \"$4.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)\", \"asin\": \"B096ZR6H29\", \"price\": \"$15.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T20:59:37.316Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-07T18:20:58.895Z\", \"action\": \"click_product\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:21:07.489Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:09.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:11.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:20.876Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:23.221Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:26.657Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:28.786Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:33.343Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:34.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:37.571Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:40.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:00.904Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:05.849Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:11.128Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:22.832Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:23.064Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:37.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:51.588Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:24:03.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:34.381Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:55.536Z\", \"action\": \"purchase\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:29:17.580Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:24.162Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:25.277Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T19:14:18.292Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T20:15:33.578Z\", \"action\": \"click_product\", \"action_argument\": \"B000VOPG0E\"}\n{\"timestamp\": \"2025-04-08T20:15:51.067Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:53.952Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:54.521Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T03:49:53.180Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:50:31.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:27.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:41.354Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:04.938Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:47.156Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:03.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:14.375Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T19:41:05.616Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:42:30.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T19:42:44.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:43:31.289Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T19:44:14.384Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T20:08:21.248Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:08:23.144Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-11T20:08:27.771Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T20:08:38.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T20:56:29.975Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors\"}\n{\"timestamp\": \"2025-04-11T20:56:47.908Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:48.635Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:56:53.291Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors set ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:53.698Z\", \"action\": \"click\", 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10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Foam Hair Rollers - 48 Count, Assorted Colors - Heatless Curls, Overnight Curls, Foam Rollers with Storage Case\", \"asin\": \"B001KYS930\", \"price\": \"$8.89\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"4 Sizes Self-Grip Hair Rollers Set for Long, Short Hair and Bangs - 50 Pcs with Clips (25mm, 36mm, 48mm, 60mm), Pink\", \"asin\": \"B0CZKYKT3V\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"CORATED Heatless Curling Rod Headband, No Heat Silk Ribbon Rollers for Overnight Sleeping Curls, Styling Kit with Hair Clips and Scrunchie\", \"asin\": \"B094XZT3SY\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Satin Heatless Hair Curler,Heatless Curls Overnight, Rollers for Long Hair with 2 Hair Scrunchies,Sleep-Friendly Damage-Free Curlers for Soft Natural Waves (Sunset)\", \"asin\": \"B0DPHGY7CV\", \"price\": \"$8.88\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Thermal Rollers for Hair, 24PCS Jumbo Rollers Hair Curlers with Clips, Large Roller with 63mm 48mm 36mm Self Grip Thermal Hair Roller for Long Medium Short Hairs Volume\", \"asin\": \"B0BVRBZGYH\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"65 PCS Hair Curler Rollers with 5 Sizes Self-Grip Hair Roller for Women Roller Hair for Long Medium Short Thick Fine Thin Volume, Jumbo Curlers Rollers\", \"asin\": \"B0DP9RNXW2\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Big Self-Grip Hair Rollers with Stainless Steel Duckbill Clips for Long, Medium Hair and Volume\", \"asin\": \"B091SQ7N6T\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hair Rollers for Blowout Look Long Hair, 21 PCS Self Grip Hair Rollers for Long Medium Short Hair Styling Curling Tools DIY Hair Curlers to Sleep In\", \"asin\": \"B0CKWWJJ7Z\", \"price\": \"$6.07\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Drybar High Tops Self-Grip Rollers\", \"asin\": \"B01N1P5HVB\", \"price\": \"$12.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Self grip hair roller set,18 pcs,Hair rollers with hair roller clips and comb,Salon hairdressing curlers,DIY Hair Styles, Sungenol 3 Sizes Rose red Hair Rollers in 1 set\", \"asin\": \"B09QRZYXMN\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Jumbo Hair Curlers Rollers, 12Pcs 60mm Jumbo Hair Roller Curlers Self Grip Holding Rollers with 12Pcs Hair Clips for Long Straight Thick Hair (Rose Red)\", \"asin\": \"B098CWK8YN\", \"price\": \"$13.80\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Compact Ceramic Dual Voltage Hot Rollers for Long and Short Hair, Hair Setters, Hair Curlers, 1-1 \\u00bc\\\" Purple/Black, 10 Piece Set\", \"asin\": \"B000EPJNMW\", \"price\": \"$16.54\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\", \"asin\": \"B08LYVD9W1\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black\", \"asin\": \"B0CKQTWKLP\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30 Pieces Plastic Hair Rollers - Self-Grip Curlers in 5 Sizes, No Heat Required for DIY Hair Styling and Salon Use\", \"asin\": \"B08FRF18VN\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30PCS 9.45\\\" Flexi Rods Curlers Set for Short and Long Hair, No Heat Foam Rollers with Steel Comb Buytta\", \"asin\": \"B08XYYPM9S\", \"price\": \"$7.89\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb\", \"asin\": \"B0DNLC42HG\", \"price\": \"$9.87\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Roller Clips Included \| 1 1/2-inch and 1 3/4 inch Rollers \| Amazon Exclusive\", \"asin\": \"B007S69QAY\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Small Size Hair Rollers Curlers Self Grip Holding, For Hairdressing, Design Gripping Sticky Cling Style For DIY Or Salon (25mm/1\\\" 12PCS) Random Color\", \"asin\": \"B01J35XOLE\", \"price\": \"$5.14\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Salon Heatless Flexible Hair Rollers Curlers 42-pack 7\\\" Soft Foam Flexi Twist Curling Rods for Short Long Hair\", \"asin\": \"B0182XCOGE\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Apr 19 - 26 on $35 of items shipped by Amazon\"},\n{\"title\": \"100pcs Hair Curling Rods Set - Plastic Cold Wave Rollers for Natural, Long or Short Hair Styling - Women's DIY Hairdressing Tools in Orange, Purple, Gray, Blue, Yellow\", \"asin\": \"B09TVB91FX\", \"price\": \"$15.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"36PCS Foam Hair Rollers - Sponge Rollers for Heatless Hair Curler for Short/Long Curling Sleep rolos para cabello Jumbo Large Sponge Curlers Soft Sleeping Thin Hair Curl Overnight rulos\", \"asin\": \"B0CKQZWYPP\", \"price\": \"$6.59\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Ionic Conditioning Hair Setter, 20 Velvet Hair Rollers, 6 Large (1\\u00bc\\u201d), 10 Medium (1\\\"), 4 Small (\\u00be\\u201d), Blowout Style Hair Curlers\", \"asin\": \"B00J8IXT58\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"141 Pieces Hair Rollers Set Include 60 Plastic Hair Rollers (Multicolor,6 Size)\", \"asin\": \"B088R4FXBB\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1 1/2-inch Rollers\", \"asin\": \"B00006IV30\", \"price\": \"$21.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"ProVolume 1\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 5 Count Salon Quality Hair Curlers for Short, Medium and Long Hair\", \"asin\": \"B093BCQBRQ\", \"price\": \"$7.99\", \"delivery\": \"FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1/2 inch, 3/4 inch, and 1 inch Rollers\", \"asin\": \"B001BLRYMO\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Self Grip Hair Rollers Curlers Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Volume on Long, Short, Thick, or Fine Hair\", \"asin\": \"B0BK17SWMX\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Aimin Soft Curlers for Overnight Heatless Curls, No Heat Foam Rollers for Long Hair, Satin Sponge Curlers (30 pcs, pink)\", \"asin\": \"B077XNYLLB\", \"price\": \"$13.22\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Shine Therapy Argan Oil & Keratin Treated Hot Rollers Set, Professional Hair Curlers for Setting All Hair Lengths from Short and Medium to Long\", \"asin\": \"B09RTJDDT7\", \"price\": \"$25.10\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"BabylissPRO Nano Titanium Professional Hot Rollers For All Hair Lengths\", \"asin\": \"B0051P35CE\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"ProVolume 2\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 3 Count Large Salon Quality Hair Curlers for Medium and Long Hair, Blowouts, Curtain Bangs\", \"asin\": \"B093B7JLVY\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Annie Salon Style Medium Foam Hair Rollers - 7/8\\\" Yellow - 12 Piece Set - Soft Heat-less Hair Curling Tools\", \"asin\": \"B001NEGTFC\", \"price\": \"$4.45\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag\", \"asin\": \"B0DHCBWBT6\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30Pcs Small Foam Hair Curlers, 9.45\\\" Length x 0.47\\\" Diameter, No-Heat Flexible Curling Rods for Short, Medium and Long Hair\", \"asin\": \"B0C58JHJD6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CG6VDVRJ\", \"price\": \"$49.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 1 1/2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CT1PNK9F\", \"price\": \"$43.21\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)\", \"asin\": \"B08L7BDBPC\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag\", \"asin\": \"B0DQ1111T2\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S\", \"asin\": \"B0796S1HY9\", \"price\": \"$6.50\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers\", \"asin\": \"B07D3KV6JG\", \"price\": \"$8.95\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume\", \"asin\": \"B0DF758C1N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"T3 - Volumizing Hot Rollers LUXE \| Premium Hair Curler Set for Long Lasting Volume, Body & Shine \| Set of 8-4 XL (1.75\\\") & 4 Large (1.5\\u201d)\", \"asin\": \"B01HZGUSMQ\", \"price\": \"$127.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye\", \"asin\": \"B09S4PVZ81\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or FREE pickup\"},\n{\"title\": \"Annie Snap on Magnetic Rollers 1 1/2\\\" Black 6pack\", \"asin\": \"B00588WGCE\", \"price\": \"$4.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)\", \"asin\": \"B096ZR6H29\", \"price\": \"$15.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T20:59:37.478Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-11T20:59:37.478Z	click	search	rule	train	1,303	2025-04-11T20:59:37.478Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-07T18:20:58.895Z", "action": "click_product", "action_argument": "B09TQY66NH"} {"timestamp": "2025-04-07T18:21:07.489Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:09.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:11.554Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:20.876Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:23.221Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:26.657Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:28.786Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:33.343Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:34.956Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:37.571Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:40.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:22:00.904Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:22:05.849Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:11.128Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:22.832Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:23.064Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:37.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:51.588Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:24:03.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:28:34.381Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:28:55.536Z", "action": "purchase", "action_argument": "B09TQY66NH"} {"timestamp": "2025-04-07T18:29:17.580Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T18:29:24.162Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T18:29:25.277Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T19:14:18.292Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T20:15:33.578Z", "action": "click_product", "action_argument": "B000VOPG0E"} {"timestamp": "2025-04-08T20:15:51.067Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T20:15:53.952Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T20:15:54.521Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-11T03:49:53.180Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:50:31.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:53:27.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:53:41.354Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:54:04.938Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:54:47.156Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:55:03.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:55:14.375Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-11T19:41:05.616Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T19:42:30.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-11T19:42:44.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T19:43:31.289Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T19:44:14.384Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T20:08:21.248Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:08:23.144Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-11T20:08:27.771Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-11T20:08:38.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T20:56:29.975Z", "action": "input", "action_argument": "hair cutting scissors"} {"timestamp": "2025-04-11T20:56:47.908Z", "action": "input", "action_argument": "hair cutting scissors ayuliky"} {"timestamp": "2025-04-11T20:56:48.635Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:56:53.291Z", "action": "input", "action_argument": "hair cutting scissors set ayuliky"} {"timestamp": "2025-04-11T20:56:53.698Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:57:10.187Z", "action": "click_product", "action_argument": "B0CZDFXDPQ"} {"timestamp": "2025-04-11T20:57:17.933Z", "action": "purchase", "action_argument": "B0CZDFXDPQ"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-11T20:57:54.793Z", "action": "input", "action_argument": "extension cords"} {"timestamp": "2025-04-11T20:58:23.134Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:58:23.266Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:58:27.874Z", "action": "input", "action_argument": "rollers hair curlers"} {"timestamp": "2025-04-11T20:59:27.328Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-11T20:59:37.316Z", "action": "click", "action_argument": "search"} <\|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": "rollers hair curlers"}], "cart_items": [{"title": "Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults", "asin": "B0CZDFXDPQ", "price": "$12.89", "quantity": "1"}, {"asin": "B09TQY66NH"}], "promotion_items": [{"title": "SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling", "asin": "B0DJ2V57TL", "price": "$37.83", "quantity": ""}, {"title": "Rollers Hair Curlers Set of 48 with 24 Curlers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for Long, Medium, Short Hair (Purple)\n1 Count (Pack of 48)", "asin": "B0CS9KDFVD", "price": "$12.59", "quantity": ""}, {"title": "Hair Curling Ribbon Wrap: The Original Sway Heatless Curling Ribbons \| Luxe Velour \| Mane Label Hair Co. (Black)\n1 Count (Pack of 1)", "asin": "B0C6VSMJZZ", "price": "$31.20", "quantity": ""}, {"title": "WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\n0.51 Inch (Pack of 36)", "asin": "B08LYVD9W1", "price": "$7.99", "quantity": ""}, {"title": "", "asin": "B09DNQGPXP", "price": "", "quantity": ""}, {"title": "", "asin": "B0CRRFW23N", "price": "", "quantity": ""}, {"title": "18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)\n1 Count (Pack of 18)", "asin": "B0BFHNW2Z2", "price": "$9.99", "quantity": ""}, {"title": "SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling", "asin": "B0DJ2V57TL", "price": "$37.83", "quantity": ""}, {"title": "TYMO Automatic Rotating Curling Iron - TYMO CURLPRO Beach Waves Curling Wand, Portable Hair Curler, 500 Million Ionic, Dual Voltage & Lightweight for Travel, Ceramic Coating, 1 Inch, Metallic Gray\n1 inch", "asin": "B0DBZS6MHK", "price": "$47.99", "quantity": ""}, {"title": "Auto Hair Curler, Automatic Curling Iron with 4 Temperature & 3 Timer, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating Curling Wand for Hair Styling, White", "asin": "B0DGG7482H", "price": "$22.94", "quantity": ""}, {"title": "BLACK Jumbo 2.75\" Bobby Hair Pins - Black Tipped Flat Style Pins for Women - Perfect For Rollers - Hair Pins for Styling - Suitable for ALL Hair Types, 100 pieces Tub Made in USA\n1 Count (Pack of 100)", "asin": "B0792JHDMR", "price": "$9.99", "quantity": ""}, {"title": "Rotating Curling Iron 28mm/1.1 inch Professional Automatic Wave Hair Curling Wand Fast Heating Hair Curlers for Long/Middle/Short All Hair (White)", "asin": "B0D4CXZK1R", "price": "$27.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye.\" Rated 4.2 out of 5 stars by 23202 reviews. Eligible for Prime. Best seller.", "asin": "B09S4PVZ81"}, {"title": "Go to detail page for \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Charcoal.\" Rated 4.2 out of 5 stars by 23201 reviews. Eligible for Prime. Best seller.", "asin": "B0BNLWJ6QJ"}, {"title": "Go to detail page for \"Kitsch Satin Heatless Curling Rod - Heatless Hair Curler for Overnight Curls, Soft Hair Curlers to Sleep In, Heatless Curlers for Women, No Heat Curls for Short Hair & Long Hair, 6pcs - Rosewood.\" Rated 3.8 out of 5 stars by 2783 reviews. Eligible for Prime.", "asin": "B0BJFN4D9R"}], "search_results": [{"title": "Rollers Hair Curlers 30Pcs Set with 18Pcs Hair Roller 3 Sizes (6 Large Rollers, 6 Medium Rollers, 6 Small Rollers) and 12 Clips and Storage Bag for Long Medium Short Hair Volume", "asin": "B0CR3ZXQDK", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Self-Grip Hair Rollers Kit, 3 Sizes (0.79\",1.18\",1.57\") for Short/Medium/Long Hair \| 36 Rollers +12 Clips + Foldable Comb \| No Heat Curlers for Overnight Waves, Travel & Damage-Free Styling", "asin": "B0DNYPW18N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black", "asin": "B0CKQTWKLP", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)", "asin": "B0BFHNW2Z2", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag", "asin": "B0DHCBWBT6", "price": "$11.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "33 Piece Hair Rollers set, Self Grip Hair Rollers for Long Medium Short Hair, ELASO Large Medium Hair Curler \uff0822 Rollers + 10 Stainless steel Clip +1 Storage Bag\uff09", "asin": "B0BW6PY4G7", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Hair Curler: 13Pcs Rollers Set With Clips for Long and Medium Hair, Women's Curls Styling Tools, DIY Curlers to Sleep In", "asin": "B0C3G9QG69", "price": "$5.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Kitsch Ceramic Thermal Hair Rollers for Women - Self Grip Rollers for Blowout Look Long Hair, Curlers for Medium & Short Hair, Large Roller for Volume Curls, Ceramic Coated, Easy to Use - 8pcs, Black", "asin": "B07W6RLZD4", "price": "$13.97", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Heatless Curlers- heatless curls overnight - Hair Rollers for Lift & Volume - Assorted Sizes and Colors - Velcro Rollers - 31 Count w/storage case", "asin": "B002R72N36", "price": "$8.74", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "39PCS Self Grip Hair Rollers Curlers 3 Sizes Black Hair Roller 2.5in, 1.9in, 1.4in, Jumbo Curlers Roller with 12PCS Duckbill Clips Hair Rollers for Long Medium Short Thick Fine Volume Bangs", "asin": "B0C8D2YVZ7", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "60 Pcs Perming Rods Set - 8 Sizes Cold Wave Rollers with Rat Tail Combs, Clips for Long and Short Natural Hair Styling, Hairdressing Kit", "asin": "B0D47F4Z2M", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Curling set,Silk Curls Rod Headband,No Heat Rollers to Sleep in Overnight,Satin Hair Curlers for Long and Medium Hair(Pink)", "asin": "B0D4ZH5F13", "price": "$6.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Hair Curler, Heatless Curls Overnight Hair Curlers to Sleep in No Heat Hair Curler Curling Rod Headband Hair Rollers with Scarf, 3 Set Rod", "asin": "B0CWQFQS9X", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "48 Pieces Hair Perm Rods Short Cold Wave Rods Plastic Perming Irons Hair Curling Rollers Curlers with Steel Pintail Comb Rat Tail Comb for Hairdressing Styling Supplies(0.35 Inch,Blue and Dark Blue)", "asin": "B08F4ZVQBY", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Hair Curler to Sleep in No Heat Satin Heatless Curls Overnight Rods Curling Set Jumbo Large Foam Sponge Hair Rollers Curlers for Long Short Hair Volume Women Styling Tools Brown", "asin": "B0CXJ4SK8L", "price": "$19.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Hair Curler Rollers for Women 24PCS Heatless Hair Roller with 12PCS Clips, 4 Sizes\uff08Jumbo Large Medium Small\uff09Self Grip Holding Hair Rollers for Long Medium Short Thick Fine Volume Thin Bangs Hair", "asin": "B0BYD3PY2K", "price": "$11.29", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Hair Curlers Set with 24 Rollers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for All Hair Lengths (Black)", "asin": "B0CL5TN5PP", "price": "$12.59", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "47 pcs 7'' Hair Curlers Rollers Flexi Rods Flexible Curling Rods Set No Heat Heatless Bendy Foam Hair Curls for Long,Medium,Short Hair to Sleep in", "asin": "B07BXZHYGK", "price": "$12.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Foam Hair Rollers - 48 Count, Assorted Colors - Heatless Curls, Overnight Curls, Foam Rollers with Storage Case", "asin": "B001KYS930", "price": "$8.89", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "4 Sizes Self-Grip Hair Rollers Set for Long, Short Hair and Bangs - 50 Pcs with Clips (25mm, 36mm, 48mm, 60mm), Pink", "asin": "B0CZKYKT3V", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "CORATED Heatless Curling Rod Headband, No Heat Silk Ribbon Rollers for Overnight Sleeping Curls, Styling Kit with Hair Clips and Scrunchie", "asin": "B094XZT3SY", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Satin Heatless Hair Curler,Heatless Curls Overnight, Rollers for Long Hair with 2 Hair Scrunchies,Sleep-Friendly Damage-Free Curlers for Soft Natural Waves (Sunset)", "asin": "B0DPHGY7CV", "price": "$8.88", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Thermal Rollers for Hair, 24PCS Jumbo Rollers Hair Curlers with Clips, Large Roller with 63mm 48mm 36mm Self Grip Thermal Hair Roller for Long Medium Short Hairs Volume", "asin": "B0BVRBZGYH", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "65 PCS Hair Curler Rollers with 5 Sizes Self-Grip Hair Roller for Women Roller Hair for Long Medium Short Thick Fine Thin Volume, Jumbo Curlers Rollers", "asin": "B0DP9RNXW2", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Big Self-Grip Hair Rollers with Stainless Steel Duckbill Clips for Long, Medium Hair and Volume", "asin": "B091SQ7N6T", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Hair Rollers for Blowout Look Long Hair, 21 PCS Self Grip Hair Rollers for Long Medium Short Hair Styling Curling Tools DIY Hair Curlers to Sleep In", "asin": "B0CKWWJJ7Z", "price": "$6.07", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Drybar High Tops Self-Grip Rollers", "asin": "B01N1P5HVB", "price": "$12.00", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Self grip hair roller set,18 pcs,Hair rollers with hair roller clips and comb,Salon hairdressing curlers,DIY Hair Styles, Sungenol 3 Sizes Rose red Hair Rollers in 1 set", "asin": "B09QRZYXMN", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Jumbo Hair Curlers Rollers, 12Pcs 60mm Jumbo Hair Roller Curlers Self Grip Holding Rollers with 12Pcs Hair Clips for Long Straight Thick Hair (Rose Red)", "asin": "B098CWK8YN", "price": "$13.80", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Remington Compact Ceramic Dual Voltage Hot Rollers for Long and Short Hair, Hair Setters, Hair Curlers, 1-1 \u00bc\" Purple/Black, 10 Piece Set", "asin": "B000EPJNMW", "price": "$16.54", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling", "asin": "B08LYVD9W1", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black", "asin": "B0CKQTWKLP", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "30 Pieces Plastic Hair Rollers - Self-Grip Curlers in 5 Sizes, No Heat Required for DIY Hair Styling and Salon Use", "asin": "B08FRF18VN", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "30PCS 9.45\" Flexi Rods Curlers Set for Short and Long Hair, No Heat Foam Rollers with Steel Comb Buytta", "asin": "B08XYYPM9S", "price": "$7.89", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb", "asin": "B0DNLC42HG", "price": "$9.87", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Roller Clips Included \| 1 1/2-inch and 1 3/4 inch Rollers \| Amazon Exclusive", "asin": "B007S69QAY", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "Small Size Hair Rollers Curlers Self Grip Holding, For Hairdressing, Design Gripping Sticky Cling Style For DIY Or Salon (25mm/1\" 12PCS) Random Color", "asin": "B01J35XOLE", "price": "$5.14", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Salon Heatless Flexible Hair Rollers Curlers 42-pack 7\" Soft Foam Flexi Twist Curling Rods for Short Long Hair", "asin": "B0182XCOGE", "price": "$16.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Apr 19 - 26 on $35 of items shipped by Amazon"}, {"title": "100pcs Hair Curling Rods Set - Plastic Cold Wave Rollers for Natural, Long or Short Hair Styling - Women's DIY Hairdressing Tools in Orange, Purple, Gray, Blue, Yellow", "asin": "B09TVB91FX", "price": "$15.89", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "36PCS Foam Hair Rollers - Sponge Rollers for Heatless Hair Curler for Short/Long Curling Sleep rolos para cabello Jumbo Large Sponge Curlers Soft Sleeping Thin Hair Curl Overnight rulos", "asin": "B0CKQZWYPP", "price": "$6.59", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Remington Ionic Conditioning Hair Setter, 20 Velvet Hair Rollers, 6 Large (1\u00bc\u201d), 10 Medium (1\"), 4 Small (\u00be\u201d), Blowout Style Hair Curlers", "asin": "B00J8IXT58", "price": "$29.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "141 Pieces Hair Rollers Set Include 60 Plastic Hair Rollers (Multicolor,6 Size)", "asin": "B088R4FXBB", "price": "$20.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1 1/2-inch Rollers", "asin": "B00006IV30", "price": "$21.78", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "ProVolume 1\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 5 Count Salon Quality Hair Curlers for Short, Medium and Long Hair", "asin": "B093BCQBRQ", "price": "$7.99", "delivery": "FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15"}, {"title": "Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1/2 inch, 3/4 inch, and 1 inch Rollers", "asin": "B001BLRYMO", "price": "$22.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Self Grip Hair Rollers Curlers Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Volume on Long, Short, Thick, or Fine Hair", "asin": "B0BK17SWMX", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Aimin Soft Curlers for Overnight Heatless Curls, No Heat Foam Rollers for Long Hair, Satin Sponge Curlers (30 pcs, pink)", "asin": "B077XNYLLB", "price": "$13.22", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Remington Shine Therapy Argan Oil & Keratin Treated Hot Rollers Set, Professional Hair Curlers for Setting All Hair Lengths from Short and Medium to Long", "asin": "B09RTJDDT7", "price": "$25.10", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "BabylissPRO Nano Titanium Professional Hot Rollers For All Hair Lengths", "asin": "B0051P35CE", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "ProVolume 2\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 3 Count Large Salon Quality Hair Curlers for Medium and Long Hair, Blowouts, Curtain Bangs", "asin": "B093B7JLVY", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Annie Salon Style Medium Foam Hair Rollers - 7/8\" Yellow - 12 Piece Set - Soft Heat-less Hair Curling Tools", "asin": "B001NEGTFC", "price": "$4.45", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag", "asin": "B0DHCBWBT6", "price": "$11.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "30Pcs Small Foam Hair Curlers, 9.45\" Length x 0.47\" Diameter, No-Heat Flexible Curling Rods for Short, Medium and Long Hair", "asin": "B0C58JHJD6", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 2-inch Rollers \| Amazon Exclusive", "asin": "B0CG6VDVRJ", "price": "$49.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 1 1/2-inch Rollers \| Amazon Exclusive", "asin": "B0CT1PNK9F", "price": "$43.21", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)", "asin": "B08L7BDBPC", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag", "asin": "B0DQ1111T2", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S", "asin": "B0796S1HY9", "price": "$6.50", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers", "asin": "B07D3KV6JG", "price": "$8.95", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume", "asin": "B0DF758C1N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "T3 - Volumizing Hot Rollers LUXE \| Premium Hair Curler Set for Long Lasting Volume, Body & Shine \| Set of 8-4 XL (1.75\") & 4 Large (1.5\u201d)", "asin": "B01HZGUSMQ", "price": "$127.99", "delivery": "FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15"}, {"title": "Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye", "asin": "B09S4PVZ81", "price": "$15.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or FREE pickup"}, {"title": "Annie Snap on Magnetic Rollers 1 1/2\" Black 6pack", "asin": "B00588WGCE", "price": "$4.89", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)", "asin": "B096ZR6H29", "price": "$15.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T20:59:37.478Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-11T20:59:37.478Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-11T20:59:37.478Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1303, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-07T18:20:58.895Z\", \"action\": \"click_product\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:21:07.489Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:09.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:11.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:20.876Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:23.221Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:26.657Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:28.786Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:33.343Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:34.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:37.571Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:40.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:00.904Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:05.849Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:11.128Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:22.832Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:23.064Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:37.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:51.588Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:24:03.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:34.381Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:55.536Z\", \"action\": \"purchase\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:29:17.580Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:24.162Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:25.277Z\", \"action\": \"click\", 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10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Jumbo Hair Curlers Rollers, 12Pcs 60mm Jumbo Hair Roller Curlers Self Grip Holding Rollers with 12Pcs Hair Clips for Long Straight Thick Hair (Rose Red)\", \"asin\": \"B098CWK8YN\", \"price\": \"$13.80\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Compact Ceramic Dual Voltage Hot Rollers for Long and Short Hair, Hair Setters, Hair Curlers, 1-1 \\u00bc\\\" Purple/Black, 10 Piece Set\", \"asin\": \"B000EPJNMW\", \"price\": \"$16.54\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\", \"asin\": \"B08LYVD9W1\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black\", \"asin\": \"B0CKQTWKLP\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30 Pieces Plastic Hair Rollers - Self-Grip Curlers in 5 Sizes, No Heat Required for DIY Hair Styling and Salon Use\", \"asin\": \"B08FRF18VN\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30PCS 9.45\\\" Flexi Rods Curlers Set for Short and Long Hair, No Heat Foam Rollers with Steel Comb Buytta\", \"asin\": \"B08XYYPM9S\", \"price\": \"$7.89\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb\", \"asin\": \"B0DNLC42HG\", \"price\": \"$9.87\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Roller Clips Included \| 1 1/2-inch and 1 3/4 inch Rollers \| Amazon Exclusive\", \"asin\": \"B007S69QAY\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Small Size Hair Rollers Curlers Self Grip Holding, For Hairdressing, Design Gripping Sticky Cling Style For DIY Or Salon (25mm/1\\\" 12PCS) Random Color\", \"asin\": \"B01J35XOLE\", \"price\": \"$5.14\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Salon Heatless Flexible Hair Rollers Curlers 42-pack 7\\\" Soft Foam Flexi Twist Curling Rods for Short Long Hair\", \"asin\": \"B0182XCOGE\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Apr 19 - 26 on $35 of items shipped by Amazon\"},\n{\"title\": \"100pcs Hair Curling Rods Set - Plastic Cold Wave Rollers for Natural, Long or Short Hair Styling - Women's DIY Hairdressing Tools in Orange, Purple, Gray, Blue, Yellow\", \"asin\": \"B09TVB91FX\", \"price\": \"$15.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"36PCS Foam Hair Rollers - Sponge Rollers for Heatless Hair Curler for Short/Long Curling Sleep rolos para cabello Jumbo Large Sponge Curlers Soft Sleeping Thin Hair Curl Overnight rulos\", \"asin\": \"B0CKQZWYPP\", \"price\": \"$6.59\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Ionic Conditioning Hair Setter, 20 Velvet Hair Rollers, 6 Large (1\\u00bc\\u201d), 10 Medium (1\\\"), 4 Small (\\u00be\\u201d), Blowout Style Hair Curlers\", \"asin\": \"B00J8IXT58\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"141 Pieces Hair Rollers Set Include 60 Plastic Hair Rollers (Multicolor,6 Size)\", \"asin\": \"B088R4FXBB\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1 1/2-inch Rollers\", \"asin\": \"B00006IV30\", \"price\": \"$21.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"ProVolume 1\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 5 Count Salon Quality Hair Curlers for Short, Medium and Long Hair\", \"asin\": \"B093BCQBRQ\", \"price\": \"$7.99\", \"delivery\": \"FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1/2 inch, 3/4 inch, and 1 inch Rollers\", \"asin\": \"B001BLRYMO\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Self Grip Hair Rollers Curlers Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Volume on Long, Short, Thick, or Fine Hair\", \"asin\": \"B0BK17SWMX\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Aimin Soft Curlers for Overnight Heatless Curls, No Heat Foam Rollers for Long Hair, Satin Sponge Curlers (30 pcs, pink)\", \"asin\": \"B077XNYLLB\", \"price\": \"$13.22\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Shine Therapy Argan Oil & Keratin Treated Hot Rollers Set, Professional Hair Curlers for Setting All Hair Lengths from Short and Medium to Long\", \"asin\": \"B09RTJDDT7\", \"price\": \"$25.10\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"BabylissPRO Nano Titanium Professional Hot Rollers For All Hair Lengths\", \"asin\": \"B0051P35CE\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"ProVolume 2\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 3 Count Large Salon Quality Hair Curlers for Medium and Long Hair, Blowouts, Curtain Bangs\", \"asin\": \"B093B7JLVY\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Annie Salon Style Medium Foam Hair Rollers - 7/8\\\" Yellow - 12 Piece Set - Soft Heat-less Hair Curling Tools\", \"asin\": \"B001NEGTFC\", \"price\": \"$4.45\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag\", \"asin\": \"B0DHCBWBT6\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30Pcs Small Foam Hair Curlers, 9.45\\\" Length x 0.47\\\" Diameter, No-Heat Flexible Curling Rods for Short, Medium and Long Hair\", \"asin\": \"B0C58JHJD6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CG6VDVRJ\", \"price\": \"$49.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 1 1/2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CT1PNK9F\", \"price\": \"$43.21\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)\", \"asin\": \"B08L7BDBPC\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag\", \"asin\": \"B0DQ1111T2\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S\", \"asin\": \"B0796S1HY9\", \"price\": \"$6.50\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers\", \"asin\": \"B07D3KV6JG\", \"price\": \"$8.95\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume\", \"asin\": \"B0DF758C1N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"T3 - Volumizing Hot Rollers LUXE \| Premium Hair Curler Set for Long Lasting Volume, Body & Shine \| Set of 8-4 XL (1.75\\\") & 4 Large (1.5\\u201d)\", \"asin\": \"B01HZGUSMQ\", \"price\": \"$127.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye\", \"asin\": \"B09S4PVZ81\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or FREE pickup\"},\n{\"title\": \"Annie Snap on Magnetic Rollers 1 1/2\\\" Black 6pack\", \"asin\": \"B00588WGCE\", \"price\": \"$4.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)\", \"asin\": \"B096ZR6H29\", \"price\": \"$15.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T20:59:37.478Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-07T18:20:58.895Z\", \"action\": \"click_product\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:21:07.489Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:09.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:11.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:20.876Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:23.221Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:26.657Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:28.786Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:33.343Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:34.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:37.571Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:40.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:00.904Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:05.849Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:11.128Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:22.832Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:23.064Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:37.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:51.588Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:24:03.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:34.381Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:55.536Z\", \"action\": \"purchase\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:29:17.580Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:24.162Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:25.277Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T19:14:18.292Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T20:15:33.578Z\", \"action\": \"click_product\", \"action_argument\": \"B000VOPG0E\"}\n{\"timestamp\": \"2025-04-08T20:15:51.067Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:53.952Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:54.521Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T03:49:53.180Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:50:31.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:27.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:41.354Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:04.938Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:47.156Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:03.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:14.375Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T19:41:05.616Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:42:30.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T19:42:44.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:43:31.289Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T19:44:14.384Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T20:08:21.248Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:08:23.144Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-11T20:08:27.771Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T20:08:38.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T20:56:29.975Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors\"}\n{\"timestamp\": \"2025-04-11T20:56:47.908Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:48.635Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:56:53.291Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors set ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:53.698Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:57:10.187Z\", \"action\": \"click_product\", \"action_argument\": \"B0CZDFXDPQ\"}\n{\"timestamp\": \"2025-04-11T20:57:17.933Z\", \"action\": \"purchase\", \"action_argument\": \"B0CZDFXDPQ\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-11T20:57:54.793Z\", \"action\": \"input\", \"action_argument\": \"extension cords\"}\n{\"timestamp\": \"2025-04-11T20:58:23.134Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:23.266Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:27.874Z\", \"action\": \"input\", \"action_argument\": \"rollers hair curlers\"}\n{\"timestamp\": \"2025-04-11T20:59:27.328Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-11T20:59:37.316Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:59:37.478Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"rollers hair curlers\"}],\n\"cart_items\": [{\"title\": \"Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults\", \"asin\": \"B0CZDFXDPQ\", \"price\": \"$12.89\", \"quantity\": \"1\"},\n{\"asin\": \"B09TQY66NH\"}],\n\"promotion_items\": [{\"title\": \"SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling\", \"asin\": \"B0DJ2V57TL\", \"price\": \"$37.83\", \"quantity\": \"\"},\n{\"title\": \"Rollers Hair Curlers Set of 48 with 24 Curlers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for Long, Medium, Short Hair (Purple)\\n1 Count (Pack of 48)\", \"asin\": \"B0CS9KDFVD\", \"price\": \"$12.59\", \"quantity\": \"\"},\n{\"title\": \"Hair Curling Ribbon Wrap: The Original Sway Heatless Curling Ribbons \| Luxe Velour \| Mane Label Hair Co. (Black)\\n1 Count (Pack of 1)\", \"asin\": \"B0C6VSMJZZ\", \"price\": \"$31.20\", \"quantity\": \"\"},\n{\"title\": \"WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\\n0.51 Inch (Pack of 36)\", \"asin\": \"B08LYVD9W1\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B09DNQGPXP\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0CRRFW23N\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)\\n1 Count (Pack of 18)\", \"asin\": \"B0BFHNW2Z2\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling\", \"asin\": \"B0DJ2V57TL\", \"price\": \"$37.83\", \"quantity\": \"\"},\n{\"title\": \"TYMO Automatic Rotating Curling Iron - TYMO CURLPRO Beach Waves Curling Wand, Portable Hair Curler, 500 Million Ionic, Dual Voltage & Lightweight for Travel, Ceramic Coating, 1 Inch, Metallic Gray\\n1 inch\", \"asin\": \"B0DBZS6MHK\", \"price\": \"$47.99\", \"quantity\": \"\"},\n{\"title\": \"Auto Hair Curler, Automatic Curling Iron with 4 Temperature & 3 Timer, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating Curling Wand for Hair Styling, White\", \"asin\": \"B0DGG7482H\", \"price\": \"$22.94\", \"quantity\": \"\"},\n{\"title\": \"BLACK Jumbo 2.75\\\" Bobby Hair Pins - Black Tipped Flat Style Pins for Women - Perfect For Rollers - Hair Pins for Styling - Suitable for ALL Hair Types, 100 pieces Tub Made in USA\\n1 Count (Pack of 100)\", \"asin\": \"B0792JHDMR\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Rotating Curling Iron 28mm/1.1 inch Professional Automatic Wave Hair Curling Wand Fast Heating Hair Curlers for Long/Middle/Short All Hair (White)\", \"asin\": \"B0D4CXZK1R\", \"price\": \"$27.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye.\\\" Rated 4.2 out of 5 stars by 23202 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B09S4PVZ81\"},\n{\"title\": \"Go to detail page for \\\"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Charcoal.\\\" Rated 4.2 out of 5 stars by 23201 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B0BNLWJ6QJ\"},\n{\"title\": \"Go to detail page for \\\"Kitsch Satin Heatless Curling Rod - Heatless Hair Curler for Overnight Curls, Soft Hair Curlers to Sleep In, Heatless Curlers for Women, No Heat Curls for Short Hair & Long Hair, 6pcs - Rosewood.\\\" Rated 3.8 out of 5 stars by 2783 reviews. Eligible for Prime.\", \"asin\": \"B0BJFN4D9R\"}],\n\"search_results\": [{\"title\": \"Rollers Hair Curlers 30Pcs Set with 18Pcs Hair Roller 3 Sizes (6 Large Rollers, 6 Medium Rollers, 6 Small Rollers) and 12 Clips and Storage Bag for Long Medium Short Hair Volume\", \"asin\": \"B0CR3ZXQDK\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Self-Grip Hair Rollers Kit, 3 Sizes (0.79\\\",1.18\\\",1.57\\\") for Short/Medium/Long Hair \| 36 Rollers +12 Clips + Foldable Comb \| No Heat Curlers for Overnight Waves, Travel & Damage-Free Styling\", \"asin\": \"B0DNYPW18N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black\", \"asin\": \"B0CKQTWKLP\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)\", \"asin\": \"B0BFHNW2Z2\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag\", \"asin\": \"B0DHCBWBT6\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"33 Piece Hair Rollers set, Self Grip Hair Rollers for Long Medium Short Hair, ELASO Large Medium Hair Curler \\uff0822 Rollers + 10 Stainless steel Clip +1 Storage Bag\\uff09\", \"asin\": \"B0BW6PY4G7\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Hair Curler: 13Pcs Rollers Set With Clips for Long and Medium Hair, Women's Curls Styling Tools, DIY Curlers to Sleep In\", \"asin\": \"B0C3G9QG69\", \"price\": \"$5.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Kitsch Ceramic Thermal Hair Rollers for Women - Self Grip Rollers for Blowout Look Long Hair, Curlers for Medium & Short Hair, Large Roller for Volume Curls, Ceramic Coated, Easy to Use - 8pcs, Black\", \"asin\": \"B07W6RLZD4\", \"price\": \"$13.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Heatless Curlers- heatless curls overnight - Hair Rollers for Lift & Volume - Assorted Sizes and Colors - Velcro Rollers - 31 Count w/storage case\", \"asin\": \"B002R72N36\", \"price\": \"$8.74\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"39PCS Self Grip Hair Rollers Curlers 3 Sizes Black Hair Roller 2.5in, 1.9in, 1.4in, Jumbo Curlers Roller with 12PCS Duckbill Clips Hair Rollers for Long Medium Short Thick Fine Volume Bangs\", \"asin\": \"B0C8D2YVZ7\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"60 Pcs Perming Rods Set - 8 Sizes Cold Wave Rollers with Rat Tail Combs, Clips for Long and Short Natural Hair Styling, Hairdressing Kit\", \"asin\": \"B0D47F4Z2M\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Curling set,Silk Curls Rod Headband,No Heat Rollers to Sleep in Overnight,Satin Hair Curlers for Long and Medium Hair(Pink)\", \"asin\": \"B0D4ZH5F13\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Hair Curler, Heatless Curls Overnight Hair Curlers to Sleep in No Heat Hair Curler Curling Rod Headband Hair Rollers with Scarf, 3 Set Rod\", \"asin\": \"B0CWQFQS9X\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"48 Pieces Hair Perm Rods Short Cold Wave Rods Plastic Perming Irons Hair Curling Rollers Curlers with Steel Pintail Comb Rat Tail Comb for Hairdressing Styling Supplies(0.35 Inch,Blue and Dark Blue)\", \"asin\": \"B08F4ZVQBY\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Hair Curler to Sleep in No Heat Satin Heatless Curls Overnight Rods Curling Set Jumbo Large Foam Sponge Hair Rollers Curlers for Long Short Hair Volume Women Styling Tools Brown\", \"asin\": \"B0CXJ4SK8L\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hair Curler Rollers for Women 24PCS Heatless Hair Roller with 12PCS Clips, 4 Sizes\\uff08Jumbo Large Medium Small\\uff09Self Grip Holding Hair Rollers for Long Medium Short Thick Fine Volume Thin Bangs Hair\", \"asin\": \"B0BYD3PY2K\", \"price\": \"$11.29\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hair Curlers Set with 24 Rollers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for All Hair Lengths (Black)\", \"asin\": \"B0CL5TN5PP\", \"price\": \"$12.59\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"47 pcs 7'' Hair Curlers Rollers Flexi Rods Flexible Curling Rods Set No Heat Heatless Bendy Foam Hair Curls for Long,Medium,Short Hair to Sleep in\", \"asin\": \"B07BXZHYGK\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Foam Hair Rollers - 48 Count, Assorted Colors - Heatless Curls, Overnight Curls, Foam Rollers with Storage Case\", \"asin\": \"B001KYS930\", \"price\": \"$8.89\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"4 Sizes Self-Grip Hair Rollers Set for Long, Short Hair and Bangs - 50 Pcs with Clips (25mm, 36mm, 48mm, 60mm), Pink\", \"asin\": \"B0CZKYKT3V\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"CORATED Heatless Curling Rod Headband, No Heat Silk Ribbon Rollers for Overnight Sleeping Curls, Styling Kit with Hair Clips and Scrunchie\", \"asin\": \"B094XZT3SY\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Satin Heatless Hair Curler,Heatless Curls Overnight, Rollers for Long Hair with 2 Hair Scrunchies,Sleep-Friendly Damage-Free Curlers for Soft Natural Waves (Sunset)\", \"asin\": \"B0DPHGY7CV\", \"price\": \"$8.88\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Thermal Rollers for Hair, 24PCS Jumbo Rollers Hair Curlers with Clips, Large Roller with 63mm 48mm 36mm Self Grip Thermal Hair Roller for Long Medium Short Hairs Volume\", \"asin\": \"B0BVRBZGYH\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"65 PCS Hair Curler Rollers with 5 Sizes Self-Grip Hair Roller for Women Roller Hair for Long Medium Short Thick Fine Thin Volume, Jumbo Curlers Rollers\", \"asin\": \"B0DP9RNXW2\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Big Self-Grip Hair Rollers with Stainless Steel Duckbill Clips for Long, Medium Hair and Volume\", \"asin\": \"B091SQ7N6T\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hair Rollers for Blowout Look Long Hair, 21 PCS Self Grip Hair Rollers for Long Medium Short Hair Styling Curling Tools DIY Hair Curlers to Sleep In\", \"asin\": \"B0CKWWJJ7Z\", \"price\": \"$6.07\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Drybar High Tops Self-Grip Rollers\", \"asin\": \"B01N1P5HVB\", \"price\": \"$12.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Self grip hair roller set,18 pcs,Hair rollers with hair roller clips and comb,Salon hairdressing curlers,DIY Hair Styles, Sungenol 3 Sizes Rose red Hair Rollers in 1 set\", \"asin\": \"B09QRZYXMN\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Jumbo Hair Curlers Rollers, 12Pcs 60mm Jumbo Hair Roller Curlers Self Grip Holding Rollers with 12Pcs Hair Clips for Long Straight Thick Hair (Rose Red)\", \"asin\": \"B098CWK8YN\", \"price\": \"$13.80\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Compact Ceramic Dual Voltage Hot Rollers for Long and Short Hair, Hair Setters, Hair Curlers, 1-1 \\u00bc\\\" Purple/Black, 10 Piece Set\", \"asin\": \"B000EPJNMW\", \"price\": \"$16.54\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\", \"asin\": \"B08LYVD9W1\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black\", \"asin\": \"B0CKQTWKLP\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30 Pieces Plastic Hair Rollers - Self-Grip Curlers in 5 Sizes, No Heat Required for DIY Hair Styling and Salon Use\", \"asin\": \"B08FRF18VN\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30PCS 9.45\\\" Flexi Rods Curlers Set for Short and Long Hair, No Heat Foam Rollers with Steel Comb Buytta\", \"asin\": \"B08XYYPM9S\", \"price\": \"$7.89\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb\", \"asin\": \"B0DNLC42HG\", \"price\": \"$9.87\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Roller Clips Included \| 1 1/2-inch and 1 3/4 inch Rollers \| Amazon Exclusive\", \"asin\": \"B007S69QAY\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Small Size Hair Rollers Curlers Self Grip Holding, For Hairdressing, Design Gripping Sticky Cling Style For DIY Or Salon (25mm/1\\\" 12PCS) Random Color\", \"asin\": \"B01J35XOLE\", \"price\": \"$5.14\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Salon Heatless Flexible Hair Rollers Curlers 42-pack 7\\\" Soft Foam Flexi Twist Curling Rods for Short Long Hair\", \"asin\": \"B0182XCOGE\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Apr 19 - 26 on $35 of items shipped by Amazon\"},\n{\"title\": \"100pcs Hair Curling Rods Set - Plastic Cold Wave Rollers for Natural, Long or Short Hair Styling - Women's DIY Hairdressing Tools in Orange, Purple, Gray, Blue, Yellow\", \"asin\": \"B09TVB91FX\", \"price\": \"$15.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"36PCS Foam Hair Rollers - Sponge Rollers for Heatless Hair Curler for Short/Long Curling Sleep rolos para cabello Jumbo Large Sponge Curlers Soft Sleeping Thin Hair Curl Overnight rulos\", \"asin\": \"B0CKQZWYPP\", \"price\": \"$6.59\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Ionic Conditioning Hair Setter, 20 Velvet Hair Rollers, 6 Large (1\\u00bc\\u201d), 10 Medium (1\\\"), 4 Small (\\u00be\\u201d), Blowout Style Hair Curlers\", \"asin\": \"B00J8IXT58\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"141 Pieces Hair Rollers Set Include 60 Plastic Hair Rollers (Multicolor,6 Size)\", \"asin\": \"B088R4FXBB\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1 1/2-inch Rollers\", \"asin\": \"B00006IV30\", \"price\": \"$21.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"ProVolume 1\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 5 Count Salon Quality Hair Curlers for Short, Medium and Long Hair\", \"asin\": \"B093BCQBRQ\", \"price\": \"$7.99\", \"delivery\": \"FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1/2 inch, 3/4 inch, and 1 inch Rollers\", \"asin\": \"B001BLRYMO\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Self Grip Hair Rollers Curlers Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Volume on Long, Short, Thick, or Fine Hair\", \"asin\": \"B0BK17SWMX\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Aimin Soft Curlers for Overnight Heatless Curls, No Heat Foam Rollers for Long Hair, Satin Sponge Curlers (30 pcs, pink)\", \"asin\": \"B077XNYLLB\", \"price\": \"$13.22\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Shine Therapy Argan Oil & Keratin Treated Hot Rollers Set, Professional Hair Curlers for Setting All Hair Lengths from Short and Medium to Long\", \"asin\": \"B09RTJDDT7\", \"price\": \"$25.10\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"BabylissPRO Nano Titanium Professional Hot Rollers For All Hair Lengths\", \"asin\": \"B0051P35CE\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"ProVolume 2\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 3 Count Large Salon Quality Hair Curlers for Medium and Long Hair, Blowouts, Curtain Bangs\", \"asin\": \"B093B7JLVY\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Annie Salon Style Medium Foam Hair Rollers - 7/8\\\" Yellow - 12 Piece Set - Soft Heat-less Hair Curling Tools\", \"asin\": \"B001NEGTFC\", \"price\": \"$4.45\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag\", \"asin\": \"B0DHCBWBT6\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30Pcs Small Foam Hair Curlers, 9.45\\\" Length x 0.47\\\" Diameter, No-Heat Flexible Curling Rods for Short, Medium and Long Hair\", \"asin\": \"B0C58JHJD6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CG6VDVRJ\", \"price\": \"$49.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 1 1/2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CT1PNK9F\", \"price\": \"$43.21\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)\", \"asin\": \"B08L7BDBPC\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag\", \"asin\": \"B0DQ1111T2\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S\", \"asin\": \"B0796S1HY9\", \"price\": \"$6.50\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers\", \"asin\": \"B07D3KV6JG\", \"price\": \"$8.95\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume\", \"asin\": \"B0DF758C1N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"T3 - Volumizing Hot Rollers LUXE \| Premium Hair Curler Set for Long Lasting Volume, Body & Shine \| Set of 8-4 XL (1.75\\\") & 4 Large (1.5\\u201d)\", \"asin\": \"B01HZGUSMQ\", \"price\": \"$127.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye\", \"asin\": \"B09S4PVZ81\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or FREE pickup\"},\n{\"title\": \"Annie Snap on Magnetic Rollers 1 1/2\\\" Black 6pack\", \"asin\": \"B00588WGCE\", \"price\": \"$4.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)\", \"asin\": \"B096ZR6H29\", \"price\": \"$15.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T20:59:45.855Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-11T20:59:45.855Z	input	headphones one plus	rule	train	1,304	2025-04-11T20:59:45.855Z	input	headphones one plus	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-07T18:20:58.895Z", "action": "click_product", "action_argument": "B09TQY66NH"} {"timestamp": "2025-04-07T18:21:07.489Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:09.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:11.554Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:20.876Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:23.221Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:26.657Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:28.786Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:33.343Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:34.956Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:37.571Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:40.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:22:00.904Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:22:05.849Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:11.128Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:22.832Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:23.064Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:37.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:51.588Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:24:03.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:28:34.381Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:28:55.536Z", "action": "purchase", "action_argument": "B09TQY66NH"} {"timestamp": "2025-04-07T18:29:17.580Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T18:29:24.162Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T18:29:25.277Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T19:14:18.292Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T20:15:33.578Z", "action": "click_product", "action_argument": "B000VOPG0E"} {"timestamp": "2025-04-08T20:15:51.067Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T20:15:53.952Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T20:15:54.521Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-11T03:49:53.180Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:50:31.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:53:27.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:53:41.354Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:54:04.938Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:54:47.156Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:55:03.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:55:14.375Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-11T19:41:05.616Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T19:42:30.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-11T19:42:44.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T19:43:31.289Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T19:44:14.384Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T20:08:21.248Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:08:23.144Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-11T20:08:27.771Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-11T20:08:38.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T20:56:29.975Z", "action": "input", "action_argument": "hair cutting scissors"} {"timestamp": "2025-04-11T20:56:47.908Z", "action": "input", "action_argument": "hair cutting scissors ayuliky"} {"timestamp": "2025-04-11T20:56:48.635Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:56:53.291Z", "action": "input", "action_argument": "hair cutting scissors set ayuliky"} {"timestamp": "2025-04-11T20:56:53.698Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:57:10.187Z", "action": "click_product", "action_argument": "B0CZDFXDPQ"} {"timestamp": "2025-04-11T20:57:17.933Z", "action": "purchase", "action_argument": "B0CZDFXDPQ"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-11T20:57:54.793Z", "action": "input", "action_argument": "extension cords"} {"timestamp": "2025-04-11T20:58:23.134Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:58:23.266Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:58:27.874Z", "action": "input", "action_argument": "rollers hair curlers"} {"timestamp": "2025-04-11T20:59:27.328Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-11T20:59:37.316Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:59:37.478Z", "action": "click", "action_argument": "search"} <\|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": "rollers hair curlers"}], "cart_items": [{"title": "Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults", "asin": "B0CZDFXDPQ", "price": "$12.89", "quantity": "1"}, {"asin": "B09TQY66NH"}], "promotion_items": [{"title": "SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling", "asin": "B0DJ2V57TL", "price": "$37.83", "quantity": ""}, {"title": "Rollers Hair Curlers Set of 48 with 24 Curlers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for Long, Medium, Short Hair (Purple)\n1 Count (Pack of 48)", "asin": "B0CS9KDFVD", "price": "$12.59", "quantity": ""}, {"title": "Hair Curling Ribbon Wrap: The Original Sway Heatless Curling Ribbons \| Luxe Velour \| Mane Label Hair Co. (Black)\n1 Count (Pack of 1)", "asin": "B0C6VSMJZZ", "price": "$31.20", "quantity": ""}, {"title": "WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\n0.51 Inch (Pack of 36)", "asin": "B08LYVD9W1", "price": "$7.99", "quantity": ""}, {"title": "", "asin": "B09DNQGPXP", "price": "", "quantity": ""}, {"title": "", "asin": "B0CRRFW23N", "price": "", "quantity": ""}, {"title": "18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)\n1 Count (Pack of 18)", "asin": "B0BFHNW2Z2", "price": "$9.99", "quantity": ""}, {"title": "SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling", "asin": "B0DJ2V57TL", "price": "$37.83", "quantity": ""}, {"title": "TYMO Automatic Rotating Curling Iron - TYMO CURLPRO Beach Waves Curling Wand, Portable Hair Curler, 500 Million Ionic, Dual Voltage & Lightweight for Travel, Ceramic Coating, 1 Inch, Metallic Gray\n1 inch", "asin": "B0DBZS6MHK", "price": "$47.99", "quantity": ""}, {"title": "Auto Hair Curler, Automatic Curling Iron with 4 Temperature & 3 Timer, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating Curling Wand for Hair Styling, White", "asin": "B0DGG7482H", "price": "$22.94", "quantity": ""}, {"title": "BLACK Jumbo 2.75\" Bobby Hair Pins - Black Tipped Flat Style Pins for Women - Perfect For Rollers - Hair Pins for Styling - Suitable for ALL Hair Types, 100 pieces Tub Made in USA\n1 Count (Pack of 100)", "asin": "B0792JHDMR", "price": "$9.99", "quantity": ""}, {"title": "Rotating Curling Iron 28mm/1.1 inch Professional Automatic Wave Hair Curling Wand Fast Heating Hair Curlers for Long/Middle/Short All Hair (White)", "asin": "B0D4CXZK1R", "price": "$27.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye.\" Rated 4.2 out of 5 stars by 23202 reviews. Eligible for Prime. Best seller.", "asin": "B09S4PVZ81"}, {"title": "Go to detail page for \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Charcoal.\" Rated 4.2 out of 5 stars by 23201 reviews. Eligible for Prime. Best seller.", "asin": "B0BNLWJ6QJ"}, {"title": "Go to detail page for \"Kitsch Satin Heatless Curling Rod - Heatless Hair Curler for Overnight Curls, Soft Hair Curlers to Sleep In, Heatless Curlers for Women, No Heat Curls for Short Hair & Long Hair, 6pcs - Rosewood.\" Rated 3.8 out of 5 stars by 2783 reviews. Eligible for Prime.", "asin": "B0BJFN4D9R"}], "search_results": [{"title": "Rollers Hair Curlers 30Pcs Set with 18Pcs Hair Roller 3 Sizes (6 Large Rollers, 6 Medium Rollers, 6 Small Rollers) and 12 Clips and Storage Bag for Long Medium Short Hair Volume", "asin": "B0CR3ZXQDK", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Self-Grip Hair Rollers Kit, 3 Sizes (0.79\",1.18\",1.57\") for Short/Medium/Long Hair \| 36 Rollers +12 Clips + Foldable Comb \| No Heat Curlers for Overnight Waves, Travel & Damage-Free Styling", "asin": "B0DNYPW18N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black", "asin": "B0CKQTWKLP", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)", "asin": "B0BFHNW2Z2", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag", "asin": "B0DHCBWBT6", "price": "$11.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "33 Piece Hair Rollers set, Self Grip Hair Rollers for Long Medium Short Hair, ELASO Large Medium Hair Curler \uff0822 Rollers + 10 Stainless steel Clip +1 Storage Bag\uff09", "asin": "B0BW6PY4G7", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Hair Curler: 13Pcs Rollers Set With Clips for Long and Medium Hair, Women's Curls Styling Tools, DIY Curlers to Sleep In", "asin": "B0C3G9QG69", "price": "$5.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Kitsch Ceramic Thermal Hair Rollers for Women - Self Grip Rollers for Blowout Look Long Hair, Curlers for Medium & Short Hair, Large Roller for Volume Curls, Ceramic Coated, Easy to Use - 8pcs, Black", "asin": "B07W6RLZD4", "price": "$13.97", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Heatless Curlers- heatless curls overnight - Hair Rollers for Lift & Volume - Assorted Sizes and Colors - Velcro Rollers - 31 Count w/storage case", "asin": "B002R72N36", "price": "$8.74", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "39PCS Self Grip Hair Rollers Curlers 3 Sizes Black Hair Roller 2.5in, 1.9in, 1.4in, Jumbo Curlers Roller with 12PCS Duckbill Clips Hair Rollers for Long Medium Short Thick Fine Volume Bangs", "asin": "B0C8D2YVZ7", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "60 Pcs Perming Rods Set - 8 Sizes Cold Wave Rollers with Rat Tail Combs, Clips for Long and Short Natural Hair Styling, Hairdressing Kit", "asin": "B0D47F4Z2M", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Curling set,Silk Curls Rod Headband,No Heat Rollers to Sleep in Overnight,Satin Hair Curlers for Long and Medium Hair(Pink)", "asin": "B0D4ZH5F13", "price": "$6.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Hair Curler, Heatless Curls Overnight Hair Curlers to Sleep in No Heat Hair Curler Curling Rod Headband Hair Rollers with Scarf, 3 Set Rod", "asin": "B0CWQFQS9X", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "48 Pieces Hair Perm Rods Short Cold Wave Rods Plastic Perming Irons Hair Curling Rollers Curlers with Steel Pintail Comb Rat Tail Comb for Hairdressing Styling Supplies(0.35 Inch,Blue and Dark Blue)", "asin": "B08F4ZVQBY", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Hair Curler to Sleep in No Heat Satin Heatless Curls Overnight Rods Curling Set Jumbo Large Foam Sponge Hair Rollers Curlers for Long Short Hair Volume Women Styling Tools Brown", "asin": "B0CXJ4SK8L", "price": "$19.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Hair Curler Rollers for Women 24PCS Heatless Hair Roller with 12PCS Clips, 4 Sizes\uff08Jumbo Large Medium Small\uff09Self Grip Holding Hair Rollers for Long Medium Short Thick Fine Volume Thin Bangs Hair", "asin": "B0BYD3PY2K", "price": "$11.29", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Hair Curlers Set with 24 Rollers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for All Hair Lengths (Black)", "asin": "B0CL5TN5PP", "price": "$12.59", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "47 pcs 7'' Hair Curlers Rollers Flexi Rods Flexible Curling Rods Set No Heat Heatless Bendy Foam Hair Curls for Long,Medium,Short Hair to Sleep in", "asin": "B07BXZHYGK", "price": "$12.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Foam Hair Rollers - 48 Count, Assorted Colors - Heatless Curls, Overnight Curls, Foam Rollers with Storage Case", "asin": "B001KYS930", "price": "$8.89", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "4 Sizes Self-Grip Hair Rollers Set for Long, Short Hair and Bangs - 50 Pcs with Clips (25mm, 36mm, 48mm, 60mm), Pink", "asin": "B0CZKYKT3V", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "CORATED Heatless Curling Rod Headband, No Heat Silk Ribbon Rollers for Overnight Sleeping Curls, Styling Kit with Hair Clips and Scrunchie", "asin": "B094XZT3SY", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Satin Heatless Hair Curler,Heatless Curls Overnight, Rollers for Long Hair with 2 Hair Scrunchies,Sleep-Friendly Damage-Free Curlers for Soft Natural Waves (Sunset)", "asin": "B0DPHGY7CV", "price": "$8.88", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Thermal Rollers for Hair, 24PCS Jumbo Rollers Hair Curlers with Clips, Large Roller with 63mm 48mm 36mm Self Grip Thermal Hair Roller for Long Medium Short Hairs Volume", "asin": "B0BVRBZGYH", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "65 PCS Hair Curler Rollers with 5 Sizes Self-Grip Hair Roller for Women Roller Hair for Long Medium Short Thick Fine Thin Volume, Jumbo Curlers Rollers", "asin": "B0DP9RNXW2", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Big Self-Grip Hair Rollers with Stainless Steel Duckbill Clips for Long, Medium Hair and Volume", "asin": "B091SQ7N6T", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Hair Rollers for Blowout Look Long Hair, 21 PCS Self Grip Hair Rollers for Long Medium Short Hair Styling Curling Tools DIY Hair Curlers to Sleep In", "asin": "B0CKWWJJ7Z", "price": "$6.07", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Drybar High Tops Self-Grip Rollers", "asin": "B01N1P5HVB", "price": "$12.00", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Self grip hair roller set,18 pcs,Hair rollers with hair roller clips and comb,Salon hairdressing curlers,DIY Hair Styles, Sungenol 3 Sizes Rose red Hair Rollers in 1 set", "asin": "B09QRZYXMN", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Jumbo Hair Curlers Rollers, 12Pcs 60mm Jumbo Hair Roller Curlers Self Grip Holding Rollers with 12Pcs Hair Clips for Long Straight Thick Hair (Rose Red)", "asin": "B098CWK8YN", "price": "$13.80", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Remington Compact Ceramic Dual Voltage Hot Rollers for Long and Short Hair, Hair Setters, Hair Curlers, 1-1 \u00bc\" Purple/Black, 10 Piece Set", "asin": "B000EPJNMW", "price": "$16.54", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling", "asin": "B08LYVD9W1", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black", "asin": "B0CKQTWKLP", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "30 Pieces Plastic Hair Rollers - Self-Grip Curlers in 5 Sizes, No Heat Required for DIY Hair Styling and Salon Use", "asin": "B08FRF18VN", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "30PCS 9.45\" Flexi Rods Curlers Set for Short and Long Hair, No Heat Foam Rollers with Steel Comb Buytta", "asin": "B08XYYPM9S", "price": "$7.89", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb", "asin": "B0DNLC42HG", "price": "$9.87", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Roller Clips Included \| 1 1/2-inch and 1 3/4 inch Rollers \| Amazon Exclusive", "asin": "B007S69QAY", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "Small Size Hair Rollers Curlers Self Grip Holding, For Hairdressing, Design Gripping Sticky Cling Style For DIY Or Salon (25mm/1\" 12PCS) Random Color", "asin": "B01J35XOLE", "price": "$5.14", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Salon Heatless Flexible Hair Rollers Curlers 42-pack 7\" Soft Foam Flexi Twist Curling Rods for Short Long Hair", "asin": "B0182XCOGE", "price": "$16.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Apr 19 - 26 on $35 of items shipped by Amazon"}, {"title": "100pcs Hair Curling Rods Set - Plastic Cold Wave Rollers for Natural, Long or Short Hair Styling - Women's DIY Hairdressing Tools in Orange, Purple, Gray, Blue, Yellow", "asin": "B09TVB91FX", "price": "$15.89", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "36PCS Foam Hair Rollers - Sponge Rollers for Heatless Hair Curler for Short/Long Curling Sleep rolos para cabello Jumbo Large Sponge Curlers Soft Sleeping Thin Hair Curl Overnight rulos", "asin": "B0CKQZWYPP", "price": "$6.59", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Remington Ionic Conditioning Hair Setter, 20 Velvet Hair Rollers, 6 Large (1\u00bc\u201d), 10 Medium (1\"), 4 Small (\u00be\u201d), Blowout Style Hair Curlers", "asin": "B00J8IXT58", "price": "$29.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "141 Pieces Hair Rollers Set Include 60 Plastic Hair Rollers (Multicolor,6 Size)", "asin": "B088R4FXBB", "price": "$20.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1 1/2-inch Rollers", "asin": "B00006IV30", "price": "$21.78", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "ProVolume 1\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 5 Count Salon Quality Hair Curlers for Short, Medium and Long Hair", "asin": "B093BCQBRQ", "price": "$7.99", "delivery": "FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15"}, {"title": "Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1/2 inch, 3/4 inch, and 1 inch Rollers", "asin": "B001BLRYMO", "price": "$22.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Self Grip Hair Rollers Curlers Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Volume on Long, Short, Thick, or Fine Hair", "asin": "B0BK17SWMX", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Aimin Soft Curlers for Overnight Heatless Curls, No Heat Foam Rollers for Long Hair, Satin Sponge Curlers (30 pcs, pink)", "asin": "B077XNYLLB", "price": "$13.22", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Remington Shine Therapy Argan Oil & Keratin Treated Hot Rollers Set, Professional Hair Curlers for Setting All Hair Lengths from Short and Medium to Long", "asin": "B09RTJDDT7", "price": "$25.10", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "BabylissPRO Nano Titanium Professional Hot Rollers For All Hair Lengths", "asin": "B0051P35CE", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "ProVolume 2\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 3 Count Large Salon Quality Hair Curlers for Medium and Long Hair, Blowouts, Curtain Bangs", "asin": "B093B7JLVY", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Annie Salon Style Medium Foam Hair Rollers - 7/8\" Yellow - 12 Piece Set - Soft Heat-less Hair Curling Tools", "asin": "B001NEGTFC", "price": "$4.45", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag", "asin": "B0DHCBWBT6", "price": "$11.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "30Pcs Small Foam Hair Curlers, 9.45\" Length x 0.47\" Diameter, No-Heat Flexible Curling Rods for Short, Medium and Long Hair", "asin": "B0C58JHJD6", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 2-inch Rollers \| Amazon Exclusive", "asin": "B0CG6VDVRJ", "price": "$49.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 1 1/2-inch Rollers \| Amazon Exclusive", "asin": "B0CT1PNK9F", "price": "$43.21", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)", "asin": "B08L7BDBPC", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag", "asin": "B0DQ1111T2", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S", "asin": "B0796S1HY9", "price": "$6.50", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers", "asin": "B07D3KV6JG", "price": "$8.95", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume", "asin": "B0DF758C1N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "T3 - Volumizing Hot Rollers LUXE \| Premium Hair Curler Set for Long Lasting Volume, Body & Shine \| Set of 8-4 XL (1.75\") & 4 Large (1.5\u201d)", "asin": "B01HZGUSMQ", "price": "$127.99", "delivery": "FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15"}, {"title": "Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye", "asin": "B09S4PVZ81", "price": "$15.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or FREE pickup"}, {"title": "Annie Snap on Magnetic Rollers 1 1/2\" Black 6pack", "asin": "B00588WGCE", "price": "$4.89", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)", "asin": "B096ZR6H29", "price": "$15.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T20:59:45.855Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-11T20:59:45.855Z\",\"action\": \"input\",\"acion_argument\": \"headphones one plus\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-11T20:59:45.855Z\",\"action\": \"input\",\"acion_argument\": \"headphones one plus\",}</answer>", "index": 1304, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-07T18:20:58.895Z\", \"action\": \"click_product\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:21:07.489Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:09.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:11.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:20.876Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:23.221Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:26.657Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:28.786Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:33.343Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:34.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:37.571Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:40.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:00.904Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:05.849Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:11.128Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:22.832Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:23.064Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:37.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:51.588Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:24:03.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:34.381Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:55.536Z\", \"action\": \"purchase\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:29:17.580Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:24.162Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:25.277Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T19:14:18.292Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T20:15:33.578Z\", \"action\": \"click_product\", \"action_argument\": \"B000VOPG0E\"}\n{\"timestamp\": \"2025-04-08T20:15:51.067Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:53.952Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:54.521Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T03:49:53.180Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:50:31.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:27.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:41.354Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:04.938Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:47.156Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:03.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:14.375Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T19:41:05.616Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:42:30.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T19:42:44.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:43:31.289Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T19:44:14.384Z\", \"action\": \"click\", \"action_argument\": 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Self-Grip Curlers in 5 Sizes, No Heat Required for DIY Hair Styling and Salon Use\", \"asin\": \"B08FRF18VN\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30PCS 9.45\\\" Flexi Rods Curlers Set for Short and Long Hair, No Heat Foam Rollers with Steel Comb Buytta\", \"asin\": \"B08XYYPM9S\", \"price\": \"$7.89\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb\", \"asin\": \"B0DNLC42HG\", \"price\": \"$9.87\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Roller Clips Included \| 1 1/2-inch and 1 3/4 inch Rollers \| Amazon Exclusive\", \"asin\": \"B007S69QAY\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Small Size Hair Rollers Curlers Self Grip Holding, For Hairdressing, Design Gripping Sticky Cling Style For DIY Or Salon (25mm/1\\\" 12PCS) Random Color\", \"asin\": \"B01J35XOLE\", \"price\": \"$5.14\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Salon Heatless Flexible Hair Rollers Curlers 42-pack 7\\\" Soft Foam Flexi Twist Curling Rods for Short Long Hair\", \"asin\": \"B0182XCOGE\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Apr 19 - 26 on $35 of items shipped by Amazon\"},\n{\"title\": \"100pcs Hair Curling Rods Set - Plastic Cold Wave Rollers for Natural, Long or Short Hair Styling - Women's DIY Hairdressing Tools in Orange, Purple, Gray, Blue, Yellow\", \"asin\": \"B09TVB91FX\", \"price\": \"$15.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"36PCS Foam Hair Rollers - Sponge Rollers for Heatless Hair Curler for Short/Long Curling Sleep rolos para cabello Jumbo Large Sponge Curlers Soft Sleeping Thin Hair Curl Overnight rulos\", \"asin\": \"B0CKQZWYPP\", \"price\": \"$6.59\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Ionic Conditioning Hair Setter, 20 Velvet Hair Rollers, 6 Large (1\\u00bc\\u201d), 10 Medium (1\\\"), 4 Small (\\u00be\\u201d), Blowout Style Hair Curlers\", \"asin\": \"B00J8IXT58\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"141 Pieces Hair Rollers Set Include 60 Plastic Hair Rollers (Multicolor,6 Size)\", \"asin\": \"B088R4FXBB\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1 1/2-inch Rollers\", \"asin\": \"B00006IV30\", \"price\": \"$21.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"ProVolume 1\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 5 Count Salon Quality Hair Curlers for Short, Medium and Long Hair\", \"asin\": \"B093BCQBRQ\", \"price\": \"$7.99\", \"delivery\": \"FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1/2 inch, 3/4 inch, and 1 inch Rollers\", \"asin\": \"B001BLRYMO\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Self Grip Hair Rollers Curlers Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Volume on Long, Short, Thick, or Fine Hair\", \"asin\": \"B0BK17SWMX\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Aimin Soft Curlers for Overnight Heatless Curls, No Heat Foam Rollers for Long Hair, Satin Sponge Curlers (30 pcs, pink)\", \"asin\": \"B077XNYLLB\", \"price\": \"$13.22\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Shine Therapy Argan Oil & Keratin Treated Hot Rollers Set, Professional Hair Curlers for Setting All Hair Lengths from Short and Medium to Long\", \"asin\": \"B09RTJDDT7\", \"price\": \"$25.10\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"BabylissPRO Nano Titanium Professional Hot Rollers For All Hair Lengths\", \"asin\": \"B0051P35CE\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"ProVolume 2\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 3 Count Large Salon Quality Hair Curlers for Medium and Long Hair, Blowouts, Curtain Bangs\", \"asin\": \"B093B7JLVY\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Annie Salon Style Medium Foam Hair Rollers - 7/8\\\" Yellow - 12 Piece Set - Soft Heat-less Hair Curling Tools\", \"asin\": \"B001NEGTFC\", \"price\": \"$4.45\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag\", \"asin\": \"B0DHCBWBT6\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30Pcs Small Foam Hair Curlers, 9.45\\\" Length x 0.47\\\" Diameter, No-Heat Flexible Curling Rods for Short, Medium and Long Hair\", \"asin\": \"B0C58JHJD6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CG6VDVRJ\", \"price\": \"$49.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 1 1/2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CT1PNK9F\", \"price\": \"$43.21\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)\", \"asin\": \"B08L7BDBPC\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag\", \"asin\": \"B0DQ1111T2\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S\", \"asin\": \"B0796S1HY9\", \"price\": \"$6.50\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers\", \"asin\": \"B07D3KV6JG\", \"price\": \"$8.95\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume\", \"asin\": \"B0DF758C1N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"T3 - Volumizing Hot Rollers LUXE \| Premium Hair Curler Set for Long Lasting Volume, Body & Shine \| Set of 8-4 XL (1.75\\\") & 4 Large (1.5\\u201d)\", \"asin\": \"B01HZGUSMQ\", \"price\": \"$127.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye\", \"asin\": \"B09S4PVZ81\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or FREE pickup\"},\n{\"title\": \"Annie Snap on Magnetic Rollers 1 1/2\\\" Black 6pack\", \"asin\": \"B00588WGCE\", \"price\": \"$4.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)\", \"asin\": \"B096ZR6H29\", \"price\": \"$15.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T20:59:45.855Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-07T18:20:58.895Z\", \"action\": \"click_product\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:21:07.489Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:09.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:11.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:20.876Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:23.221Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:26.657Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:28.786Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:33.343Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:34.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:37.571Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:40.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:00.904Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:05.849Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:11.128Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:22.832Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:23.064Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:37.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:51.588Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:24:03.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:34.381Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:55.536Z\", \"action\": \"purchase\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:29:17.580Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:24.162Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:25.277Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T19:14:18.292Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T20:15:33.578Z\", \"action\": \"click_product\", \"action_argument\": \"B000VOPG0E\"}\n{\"timestamp\": \"2025-04-08T20:15:51.067Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:53.952Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:54.521Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T03:49:53.180Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:50:31.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:27.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:41.354Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:04.938Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:47.156Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:03.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:14.375Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T19:41:05.616Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:42:30.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T19:42:44.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:43:31.289Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T19:44:14.384Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T20:08:21.248Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:08:23.144Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-11T20:08:27.771Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T20:08:38.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T20:56:29.975Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors\"}\n{\"timestamp\": \"2025-04-11T20:56:47.908Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:48.635Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:56:53.291Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors set ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:53.698Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:57:10.187Z\", \"action\": \"click_product\", \"action_argument\": \"B0CZDFXDPQ\"}\n{\"timestamp\": \"2025-04-11T20:57:17.933Z\", \"action\": \"purchase\", \"action_argument\": \"B0CZDFXDPQ\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-11T20:57:54.793Z\", \"action\": \"input\", \"action_argument\": \"extension cords\"}\n{\"timestamp\": \"2025-04-11T20:58:23.134Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:23.266Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:27.874Z\", \"action\": \"input\", \"action_argument\": \"rollers hair curlers\"}\n{\"timestamp\": \"2025-04-11T20:59:27.328Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-11T20:59:37.316Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:59:37.478Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:59:45.855Z\", \"action\": \"input\", \"action_argument\": \"headphones one plus\"}\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\"search_term\": [{\"term\": \"headphones one plus\"}],\n\"cart_items\": [{\"title\": \"Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults\", \"asin\": \"B0CZDFXDPQ\", \"price\": \"$12.89\", \"quantity\": \"1\"},\n{\"asin\": \"B09TQY66NH\"}],\n\"promotion_items\": [{\"title\": \"SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling\", \"asin\": \"B0DJ2V57TL\", \"price\": \"$37.83\", \"quantity\": \"\"},\n{\"title\": \"Rollers Hair Curlers Set of 48 with 24 Curlers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for Long, Medium, Short Hair (Purple)\\n1 Count (Pack of 48)\", \"asin\": \"B0CS9KDFVD\", \"price\": \"$12.59\", \"quantity\": \"\"},\n{\"title\": \"Hair Curling Ribbon Wrap: The Original Sway Heatless Curling Ribbons \| Luxe Velour \| Mane Label Hair Co. (Black)\\n1 Count (Pack of 1)\", \"asin\": \"B0C6VSMJZZ\", \"price\": \"$31.20\", \"quantity\": \"\"},\n{\"title\": \"WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\\n0.51 Inch (Pack of 36)\", \"asin\": \"B08LYVD9W1\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B09DNQGPXP\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0CRRFW23N\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)\\n1 Count (Pack of 18)\", \"asin\": \"B0BFHNW2Z2\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling\", \"asin\": \"B0DJ2V57TL\", \"price\": \"$37.83\", \"quantity\": \"\"},\n{\"title\": \"TYMO Automatic Rotating Curling Iron - TYMO CURLPRO Beach Waves Curling Wand, Portable Hair Curler, 500 Million Ionic, Dual Voltage & Lightweight for Travel, Ceramic Coating, 1 Inch, Metallic Gray\\n1 inch\", \"asin\": \"B0DBZS6MHK\", \"price\": \"$47.99\", \"quantity\": \"\"},\n{\"title\": \"Auto Hair Curler, Automatic Curling Iron with 4 Temperature & 3 Timer, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating Curling Wand for Hair Styling, White\", \"asin\": \"B0DGG7482H\", \"price\": \"$22.94\", \"quantity\": \"\"},\n{\"title\": \"BLACK Jumbo 2.75\\\" Bobby Hair Pins - Black Tipped Flat Style Pins for Women - Perfect For Rollers - Hair Pins for Styling - Suitable for ALL Hair Types, 100 pieces Tub Made in USA\\n1 Count (Pack of 100)\", \"asin\": \"B0792JHDMR\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Rotating Curling Iron 28mm/1.1 inch Professional Automatic Wave Hair Curling Wand Fast Heating Hair Curlers for Long/Middle/Short All Hair (White)\", \"asin\": \"B0D4CXZK1R\", \"price\": \"$27.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye.\\\" Rated 4.2 out of 5 stars by 23202 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B09S4PVZ81\"},\n{\"title\": \"Go to detail page for \\\"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Charcoal.\\\" Rated 4.2 out of 5 stars by 23201 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B0BNLWJ6QJ\"},\n{\"title\": \"Go to detail page for \\\"Kitsch Satin Heatless Curling Rod - Heatless Hair Curler for Overnight Curls, Soft Hair Curlers to Sleep In, Heatless Curlers for Women, No Heat Curls for Short Hair & Long Hair, 6pcs - Rosewood.\\\" Rated 3.8 out of 5 stars by 2783 reviews. Eligible for Prime.\", \"asin\": \"B0BJFN4D9R\"}],\n\"search_results\": [{\"title\": \"Rollers Hair Curlers 30Pcs Set with 18Pcs Hair Roller 3 Sizes (6 Large Rollers, 6 Medium Rollers, 6 Small Rollers) and 12 Clips and Storage Bag for Long Medium Short Hair Volume\", \"asin\": \"B0CR3ZXQDK\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Self-Grip Hair Rollers Kit, 3 Sizes (0.79\\\",1.18\\\",1.57\\\") for Short/Medium/Long Hair \| 36 Rollers +12 Clips + Foldable Comb \| No Heat Curlers for Overnight Waves, Travel & Damage-Free Styling\", \"asin\": \"B0DNYPW18N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black\", \"asin\": \"B0CKQTWKLP\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)\", \"asin\": \"B0BFHNW2Z2\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag\", \"asin\": \"B0DHCBWBT6\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"33 Piece Hair Rollers set, Self Grip Hair Rollers for Long Medium Short Hair, ELASO Large Medium Hair Curler \\uff0822 Rollers + 10 Stainless steel Clip +1 Storage Bag\\uff09\", \"asin\": \"B0BW6PY4G7\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Hair Curler: 13Pcs Rollers Set With Clips for Long and Medium Hair, Women's Curls Styling Tools, DIY Curlers to Sleep In\", \"asin\": \"B0C3G9QG69\", \"price\": \"$5.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Kitsch Ceramic Thermal Hair Rollers for Women - Self Grip Rollers for Blowout Look Long Hair, Curlers for Medium & Short Hair, Large Roller for Volume Curls, Ceramic Coated, Easy to Use - 8pcs, Black\", \"asin\": \"B07W6RLZD4\", \"price\": \"$13.97\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Heatless Curlers- heatless curls overnight - Hair Rollers for Lift & Volume - Assorted Sizes and Colors - Velcro Rollers - 31 Count w/storage case\", \"asin\": \"B002R72N36\", \"price\": \"$8.74\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"39PCS Self Grip Hair Rollers Curlers 3 Sizes Black Hair Roller 2.5in, 1.9in, 1.4in, Jumbo Curlers Roller with 12PCS Duckbill Clips Hair Rollers for Long Medium Short Thick Fine Volume Bangs\", \"asin\": \"B0C8D2YVZ7\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"60 Pcs Perming Rods Set - 8 Sizes Cold Wave Rollers with Rat Tail Combs, Clips for Long and Short Natural Hair Styling, Hairdressing Kit\", \"asin\": \"B0D47F4Z2M\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Curling set,Silk Curls Rod Headband,No Heat Rollers to Sleep in Overnight,Satin Hair Curlers for Long and Medium Hair(Pink)\", \"asin\": \"B0D4ZH5F13\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Hair Curler, Heatless Curls Overnight Hair Curlers to Sleep in No Heat Hair Curler Curling Rod Headband Hair Rollers with Scarf, 3 Set Rod\", \"asin\": \"B0CWQFQS9X\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"48 Pieces Hair Perm Rods Short Cold Wave Rods Plastic Perming Irons Hair Curling Rollers Curlers with Steel Pintail Comb Rat Tail Comb for Hairdressing Styling Supplies(0.35 Inch,Blue and Dark Blue)\", \"asin\": \"B08F4ZVQBY\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Heatless Hair Curler to Sleep in No Heat Satin Heatless Curls Overnight Rods Curling Set Jumbo Large Foam Sponge Hair Rollers Curlers for Long Short Hair Volume Women Styling Tools Brown\", \"asin\": \"B0CXJ4SK8L\", \"price\": \"$19.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hair Curler Rollers for Women 24PCS Heatless Hair Roller with 12PCS Clips, 4 Sizes\\uff08Jumbo Large Medium Small\\uff09Self Grip Holding Hair Rollers for Long Medium Short Thick Fine Volume Thin Bangs Hair\", \"asin\": \"B0BYD3PY2K\", \"price\": \"$11.29\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hair Curlers Set with 24 Rollers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for All Hair Lengths (Black)\", \"asin\": \"B0CL5TN5PP\", \"price\": \"$12.59\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"47 pcs 7'' Hair Curlers Rollers Flexi Rods Flexible Curling Rods Set No Heat Heatless Bendy Foam Hair Curls for Long,Medium,Short Hair to Sleep in\", \"asin\": \"B07BXZHYGK\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Foam Hair Rollers - 48 Count, Assorted Colors - Heatless Curls, Overnight Curls, Foam Rollers with Storage Case\", \"asin\": \"B001KYS930\", \"price\": \"$8.89\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"4 Sizes Self-Grip Hair Rollers Set for Long, Short Hair and Bangs - 50 Pcs with Clips (25mm, 36mm, 48mm, 60mm), Pink\", \"asin\": \"B0CZKYKT3V\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"CORATED Heatless Curling Rod Headband, No Heat Silk Ribbon Rollers for Overnight Sleeping Curls, Styling Kit with Hair Clips and Scrunchie\", \"asin\": \"B094XZT3SY\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Satin Heatless Hair Curler,Heatless Curls Overnight, Rollers for Long Hair with 2 Hair Scrunchies,Sleep-Friendly Damage-Free Curlers for Soft Natural Waves (Sunset)\", \"asin\": \"B0DPHGY7CV\", \"price\": \"$8.88\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Thermal Rollers for Hair, 24PCS Jumbo Rollers Hair Curlers with Clips, Large Roller with 63mm 48mm 36mm Self Grip Thermal Hair Roller for Long Medium Short Hairs Volume\", \"asin\": \"B0BVRBZGYH\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"65 PCS Hair Curler Rollers with 5 Sizes Self-Grip Hair Roller for Women Roller Hair for Long Medium Short Thick Fine Thin Volume, Jumbo Curlers Rollers\", \"asin\": \"B0DP9RNXW2\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Big Self-Grip Hair Rollers with Stainless Steel Duckbill Clips for Long, Medium Hair and Volume\", \"asin\": \"B091SQ7N6T\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Hair Rollers for Blowout Look Long Hair, 21 PCS Self Grip Hair Rollers for Long Medium Short Hair Styling Curling Tools DIY Hair Curlers to Sleep In\", \"asin\": \"B0CKWWJJ7Z\", \"price\": \"$6.07\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Drybar High Tops Self-Grip Rollers\", \"asin\": \"B01N1P5HVB\", \"price\": \"$12.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Self grip hair roller set,18 pcs,Hair rollers with hair roller clips and comb,Salon hairdressing curlers,DIY Hair Styles, Sungenol 3 Sizes Rose red Hair Rollers in 1 set\", \"asin\": \"B09QRZYXMN\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Jumbo Hair Curlers Rollers, 12Pcs 60mm Jumbo Hair Roller Curlers Self Grip Holding Rollers with 12Pcs Hair Clips for Long Straight Thick Hair (Rose Red)\", \"asin\": \"B098CWK8YN\", \"price\": \"$13.80\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Compact Ceramic Dual Voltage Hot Rollers for Long and Short Hair, Hair Setters, Hair Curlers, 1-1 \\u00bc\\\" Purple/Black, 10 Piece Set\", \"asin\": \"B000EPJNMW\", \"price\": \"$16.54\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\", \"asin\": \"B08LYVD9W1\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black\", \"asin\": \"B0CKQTWKLP\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30 Pieces Plastic Hair Rollers - Self-Grip Curlers in 5 Sizes, No Heat Required for DIY Hair Styling and Salon Use\", \"asin\": \"B08FRF18VN\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30PCS 9.45\\\" Flexi Rods Curlers Set for Short and Long Hair, No Heat Foam Rollers with Steel Comb Buytta\", \"asin\": \"B08XYYPM9S\", \"price\": \"$7.89\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb\", \"asin\": \"B0DNLC42HG\", \"price\": \"$9.87\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Roller Clips Included \| 1 1/2-inch and 1 3/4 inch Rollers \| Amazon Exclusive\", \"asin\": \"B007S69QAY\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Small Size Hair Rollers Curlers Self Grip Holding, For Hairdressing, Design Gripping Sticky Cling Style For DIY Or Salon (25mm/1\\\" 12PCS) Random Color\", \"asin\": \"B01J35XOLE\", \"price\": \"$5.14\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Salon Heatless Flexible Hair Rollers Curlers 42-pack 7\\\" Soft Foam Flexi Twist Curling Rods for Short Long Hair\", \"asin\": \"B0182XCOGE\", \"price\": \"$16.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Apr 19 - 26 on $35 of items shipped by Amazon\"},\n{\"title\": \"100pcs Hair Curling Rods Set - Plastic Cold Wave Rollers for Natural, Long or Short Hair Styling - Women's DIY Hairdressing Tools in Orange, Purple, Gray, Blue, Yellow\", \"asin\": \"B09TVB91FX\", \"price\": \"$15.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"36PCS Foam Hair Rollers - Sponge Rollers for Heatless Hair Curler for Short/Long Curling Sleep rolos para cabello Jumbo Large Sponge Curlers Soft Sleeping Thin Hair Curl Overnight rulos\", \"asin\": \"B0CKQZWYPP\", \"price\": \"$6.59\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Ionic Conditioning Hair Setter, 20 Velvet Hair Rollers, 6 Large (1\\u00bc\\u201d), 10 Medium (1\\\"), 4 Small (\\u00be\\u201d), Blowout Style Hair Curlers\", \"asin\": \"B00J8IXT58\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"141 Pieces Hair Rollers Set Include 60 Plastic Hair Rollers (Multicolor,6 Size)\", \"asin\": \"B088R4FXBB\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1 1/2-inch Rollers\", \"asin\": \"B00006IV30\", \"price\": \"$21.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"ProVolume 1\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 5 Count Salon Quality Hair Curlers for Short, Medium and Long Hair\", \"asin\": \"B093BCQBRQ\", \"price\": \"$7.99\", \"delivery\": \"FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1/2 inch, 3/4 inch, and 1 inch Rollers\", \"asin\": \"B001BLRYMO\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Self Grip Hair Rollers Curlers Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Volume on Long, Short, Thick, or Fine Hair\", \"asin\": \"B0BK17SWMX\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Aimin Soft Curlers for Overnight Heatless Curls, No Heat Foam Rollers for Long Hair, Satin Sponge Curlers (30 pcs, pink)\", \"asin\": \"B077XNYLLB\", \"price\": \"$13.22\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Shine Therapy Argan Oil & Keratin Treated Hot Rollers Set, Professional Hair Curlers for Setting All Hair Lengths from Short and Medium to Long\", \"asin\": \"B09RTJDDT7\", \"price\": \"$25.10\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"BabylissPRO Nano Titanium Professional Hot Rollers For All Hair Lengths\", \"asin\": \"B0051P35CE\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"ProVolume 2\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 3 Count Large Salon Quality Hair Curlers for Medium and Long Hair, Blowouts, Curtain Bangs\", \"asin\": \"B093B7JLVY\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Annie Salon Style Medium Foam Hair Rollers - 7/8\\\" Yellow - 12 Piece Set - Soft Heat-less Hair Curling Tools\", \"asin\": \"B001NEGTFC\", \"price\": \"$4.45\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag\", \"asin\": \"B0DHCBWBT6\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30Pcs Small Foam Hair Curlers, 9.45\\\" Length x 0.47\\\" Diameter, No-Heat Flexible Curling Rods for Short, Medium and Long Hair\", \"asin\": \"B0C58JHJD6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CG6VDVRJ\", \"price\": \"$49.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 1 1/2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CT1PNK9F\", \"price\": \"$43.21\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)\", \"asin\": \"B08L7BDBPC\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag\", \"asin\": \"B0DQ1111T2\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S\", \"asin\": \"B0796S1HY9\", \"price\": \"$6.50\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers\", \"asin\": \"B07D3KV6JG\", \"price\": \"$8.95\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume\", \"asin\": \"B0DF758C1N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"T3 - Volumizing Hot Rollers LUXE \| Premium Hair Curler Set for Long Lasting Volume, Body & Shine \| Set of 8-4 XL (1.75\\\") & 4 Large (1.5\\u201d)\", \"asin\": \"B01HZGUSMQ\", \"price\": \"$127.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye\", \"asin\": \"B09S4PVZ81\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or FREE pickup\"},\n{\"title\": \"Annie Snap on Magnetic Rollers 1 1/2\\\" Black 6pack\", \"asin\": \"B00588WGCE\", \"price\": \"$4.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)\", \"asin\": \"B096ZR6H29\", \"price\": \"$15.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T20:59:46.343Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-11T20:59:46.343Z	click	search	rule	train	1,305	2025-04-11T20:59:46.343Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-07T18:20:58.895Z", "action": "click_product", "action_argument": "B09TQY66NH"} {"timestamp": "2025-04-07T18:21:07.489Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:09.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:11.554Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:20.876Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:23.221Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:26.657Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:28.786Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:33.343Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:34.956Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:37.571Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:40.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:22:00.904Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:22:05.849Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:11.128Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:22.832Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:23.064Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:37.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:51.588Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:24:03.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:28:34.381Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:28:55.536Z", "action": "purchase", "action_argument": "B09TQY66NH"} {"timestamp": "2025-04-07T18:29:17.580Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T18:29:24.162Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T18:29:25.277Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T19:14:18.292Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T20:15:33.578Z", "action": "click_product", "action_argument": "B000VOPG0E"} {"timestamp": "2025-04-08T20:15:51.067Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T20:15:53.952Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T20:15:54.521Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-11T03:49:53.180Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:50:31.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:53:27.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:53:41.354Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:54:04.938Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:54:47.156Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:55:03.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:55:14.375Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-11T19:41:05.616Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T19:42:30.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-11T19:42:44.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T19:43:31.289Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T19:44:14.384Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T20:08:21.248Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:08:23.144Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-11T20:08:27.771Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-11T20:08:38.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T20:56:29.975Z", "action": "input", "action_argument": "hair cutting scissors"} {"timestamp": "2025-04-11T20:56:47.908Z", "action": "input", "action_argument": "hair cutting scissors ayuliky"} {"timestamp": "2025-04-11T20:56:48.635Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:56:53.291Z", "action": "input", "action_argument": "hair cutting scissors set ayuliky"} {"timestamp": "2025-04-11T20:56:53.698Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:57:10.187Z", "action": "click_product", "action_argument": "B0CZDFXDPQ"} {"timestamp": "2025-04-11T20:57:17.933Z", "action": "purchase", "action_argument": "B0CZDFXDPQ"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-11T20:57:54.793Z", "action": "input", "action_argument": "extension cords"} {"timestamp": "2025-04-11T20:58:23.134Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:58:23.266Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:58:27.874Z", "action": "input", "action_argument": "rollers hair curlers"} {"timestamp": "2025-04-11T20:59:27.328Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-11T20:59:37.316Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:59:37.478Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:59:45.855Z", "action": "input", "action_argument": "headphones one plus"} <\|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": "headphones one plus"}], "cart_items": [{"title": "Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults", "asin": "B0CZDFXDPQ", "price": "$12.89", "quantity": "1"}, {"asin": "B09TQY66NH"}], "promotion_items": [{"title": "SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling", "asin": "B0DJ2V57TL", "price": "$37.83", "quantity": ""}, {"title": "Rollers Hair Curlers Set of 48 with 24 Curlers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for Long, Medium, Short Hair (Purple)\n1 Count (Pack of 48)", "asin": "B0CS9KDFVD", "price": "$12.59", "quantity": ""}, {"title": "Hair Curling Ribbon Wrap: The Original Sway Heatless Curling Ribbons \| Luxe Velour \| Mane Label Hair Co. (Black)\n1 Count (Pack of 1)", "asin": "B0C6VSMJZZ", "price": "$31.20", "quantity": ""}, {"title": "WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\n0.51 Inch (Pack of 36)", "asin": "B08LYVD9W1", "price": "$7.99", "quantity": ""}, {"title": "", "asin": "B09DNQGPXP", "price": "", "quantity": ""}, {"title": "", "asin": "B0CRRFW23N", "price": "", "quantity": ""}, {"title": "18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)\n1 Count (Pack of 18)", "asin": "B0BFHNW2Z2", "price": "$9.99", "quantity": ""}, {"title": "SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling", "asin": "B0DJ2V57TL", "price": "$37.83", "quantity": ""}, {"title": "TYMO Automatic Rotating Curling Iron - TYMO CURLPRO Beach Waves Curling Wand, Portable Hair Curler, 500 Million Ionic, Dual Voltage & Lightweight for Travel, Ceramic Coating, 1 Inch, Metallic Gray\n1 inch", "asin": "B0DBZS6MHK", "price": "$47.99", "quantity": ""}, {"title": "Auto Hair Curler, Automatic Curling Iron with 4 Temperature & 3 Timer, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating Curling Wand for Hair Styling, White", "asin": "B0DGG7482H", "price": "$22.94", "quantity": ""}, {"title": "BLACK Jumbo 2.75\" Bobby Hair Pins - Black Tipped Flat Style Pins for Women - Perfect For Rollers - Hair Pins for Styling - Suitable for ALL Hair Types, 100 pieces Tub Made in USA\n1 Count (Pack of 100)", "asin": "B0792JHDMR", "price": "$9.99", "quantity": ""}, {"title": "Rotating Curling Iron 28mm/1.1 inch Professional Automatic Wave Hair Curling Wand Fast Heating Hair Curlers for Long/Middle/Short All Hair (White)", "asin": "B0D4CXZK1R", "price": "$27.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye.\" Rated 4.2 out of 5 stars by 23202 reviews. Eligible for Prime. Best seller.", "asin": "B09S4PVZ81"}, {"title": "Go to detail page for \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Charcoal.\" Rated 4.2 out of 5 stars by 23201 reviews. Eligible for Prime. Best seller.", "asin": "B0BNLWJ6QJ"}, {"title": "Go to detail page for \"Kitsch Satin Heatless Curling Rod - Heatless Hair Curler for Overnight Curls, Soft Hair Curlers to Sleep In, Heatless Curlers for Women, No Heat Curls for Short Hair & Long Hair, 6pcs - Rosewood.\" Rated 3.8 out of 5 stars by 2783 reviews. Eligible for Prime.", "asin": "B0BJFN4D9R"}], "search_results": [{"title": "Rollers Hair Curlers 30Pcs Set with 18Pcs Hair Roller 3 Sizes (6 Large Rollers, 6 Medium Rollers, 6 Small Rollers) and 12 Clips and Storage Bag for Long Medium Short Hair Volume", "asin": "B0CR3ZXQDK", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Self-Grip Hair Rollers Kit, 3 Sizes (0.79\",1.18\",1.57\") for Short/Medium/Long Hair \| 36 Rollers +12 Clips + Foldable Comb \| No Heat Curlers for Overnight Waves, Travel & Damage-Free Styling", "asin": "B0DNYPW18N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black", "asin": "B0CKQTWKLP", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)", "asin": "B0BFHNW2Z2", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag", "asin": "B0DHCBWBT6", "price": "$11.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "33 Piece Hair Rollers set, Self Grip Hair Rollers for Long Medium Short Hair, ELASO Large Medium Hair Curler \uff0822 Rollers + 10 Stainless steel Clip +1 Storage Bag\uff09", "asin": "B0BW6PY4G7", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Hair Curler: 13Pcs Rollers Set With Clips for Long and Medium Hair, Women's Curls Styling Tools, DIY Curlers to Sleep In", "asin": "B0C3G9QG69", "price": "$5.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Kitsch Ceramic Thermal Hair Rollers for Women - Self Grip Rollers for Blowout Look Long Hair, Curlers for Medium & Short Hair, Large Roller for Volume Curls, Ceramic Coated, Easy to Use - 8pcs, Black", "asin": "B07W6RLZD4", "price": "$13.97", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Heatless Curlers- heatless curls overnight - Hair Rollers for Lift & Volume - Assorted Sizes and Colors - Velcro Rollers - 31 Count w/storage case", "asin": "B002R72N36", "price": "$8.74", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "39PCS Self Grip Hair Rollers Curlers 3 Sizes Black Hair Roller 2.5in, 1.9in, 1.4in, Jumbo Curlers Roller with 12PCS Duckbill Clips Hair Rollers for Long Medium Short Thick Fine Volume Bangs", "asin": "B0C8D2YVZ7", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "60 Pcs Perming Rods Set - 8 Sizes Cold Wave Rollers with Rat Tail Combs, Clips for Long and Short Natural Hair Styling, Hairdressing Kit", "asin": "B0D47F4Z2M", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Curling set,Silk Curls Rod Headband,No Heat Rollers to Sleep in Overnight,Satin Hair Curlers for Long and Medium Hair(Pink)", "asin": "B0D4ZH5F13", "price": "$6.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Hair Curler, Heatless Curls Overnight Hair Curlers to Sleep in No Heat Hair Curler Curling Rod Headband Hair Rollers with Scarf, 3 Set Rod", "asin": "B0CWQFQS9X", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "48 Pieces Hair Perm Rods Short Cold Wave Rods Plastic Perming Irons Hair Curling Rollers Curlers with Steel Pintail Comb Rat Tail Comb for Hairdressing Styling Supplies(0.35 Inch,Blue and Dark Blue)", "asin": "B08F4ZVQBY", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Heatless Hair Curler to Sleep in No Heat Satin Heatless Curls Overnight Rods Curling Set Jumbo Large Foam Sponge Hair Rollers Curlers for Long Short Hair Volume Women Styling Tools Brown", "asin": "B0CXJ4SK8L", "price": "$19.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Hair Curler Rollers for Women 24PCS Heatless Hair Roller with 12PCS Clips, 4 Sizes\uff08Jumbo Large Medium Small\uff09Self Grip Holding Hair Rollers for Long Medium Short Thick Fine Volume Thin Bangs Hair", "asin": "B0BYD3PY2K", "price": "$11.29", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Hair Curlers Set with 24 Rollers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for All Hair Lengths (Black)", "asin": "B0CL5TN5PP", "price": "$12.59", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "47 pcs 7'' Hair Curlers Rollers Flexi Rods Flexible Curling Rods Set No Heat Heatless Bendy Foam Hair Curls for Long,Medium,Short Hair to Sleep in", "asin": "B07BXZHYGK", "price": "$12.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Foam Hair Rollers - 48 Count, Assorted Colors - Heatless Curls, Overnight Curls, Foam Rollers with Storage Case", "asin": "B001KYS930", "price": "$8.89", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "4 Sizes Self-Grip Hair Rollers Set for Long, Short Hair and Bangs - 50 Pcs with Clips (25mm, 36mm, 48mm, 60mm), Pink", "asin": "B0CZKYKT3V", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "CORATED Heatless Curling Rod Headband, No Heat Silk Ribbon Rollers for Overnight Sleeping Curls, Styling Kit with Hair Clips and Scrunchie", "asin": "B094XZT3SY", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Satin Heatless Hair Curler,Heatless Curls Overnight, Rollers for Long Hair with 2 Hair Scrunchies,Sleep-Friendly Damage-Free Curlers for Soft Natural Waves (Sunset)", "asin": "B0DPHGY7CV", "price": "$8.88", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Thermal Rollers for Hair, 24PCS Jumbo Rollers Hair Curlers with Clips, Large Roller with 63mm 48mm 36mm Self Grip Thermal Hair Roller for Long Medium Short Hairs Volume", "asin": "B0BVRBZGYH", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "65 PCS Hair Curler Rollers with 5 Sizes Self-Grip Hair Roller for Women Roller Hair for Long Medium Short Thick Fine Thin Volume, Jumbo Curlers Rollers", "asin": "B0DP9RNXW2", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Big Self-Grip Hair Rollers with Stainless Steel Duckbill Clips for Long, Medium Hair and Volume", "asin": "B091SQ7N6T", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Hair Rollers for Blowout Look Long Hair, 21 PCS Self Grip Hair Rollers for Long Medium Short Hair Styling Curling Tools DIY Hair Curlers to Sleep In", "asin": "B0CKWWJJ7Z", "price": "$6.07", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Drybar High Tops Self-Grip Rollers", "asin": "B01N1P5HVB", "price": "$12.00", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Self grip hair roller set,18 pcs,Hair rollers with hair roller clips and comb,Salon hairdressing curlers,DIY Hair Styles, Sungenol 3 Sizes Rose red Hair Rollers in 1 set", "asin": "B09QRZYXMN", "price": "$9.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Jumbo Hair Curlers Rollers, 12Pcs 60mm Jumbo Hair Roller Curlers Self Grip Holding Rollers with 12Pcs Hair Clips for Long Straight Thick Hair (Rose Red)", "asin": "B098CWK8YN", "price": "$13.80", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Remington Compact Ceramic Dual Voltage Hot Rollers for Long and Short Hair, Hair Setters, Hair Curlers, 1-1 \u00bc\" Purple/Black, 10 Piece Set", "asin": "B000EPJNMW", "price": "$16.54", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling", "asin": "B08LYVD9W1", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black", "asin": "B0CKQTWKLP", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "30 Pieces Plastic Hair Rollers - Self-Grip Curlers in 5 Sizes, No Heat Required for DIY Hair Styling and Salon Use", "asin": "B08FRF18VN", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "30PCS 9.45\" Flexi Rods Curlers Set for Short and Long Hair, No Heat Foam Rollers with Steel Comb Buytta", "asin": "B08XYYPM9S", "price": "$7.89", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb", "asin": "B0DNLC42HG", "price": "$9.87", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Roller Clips Included \| 1 1/2-inch and 1 3/4 inch Rollers \| Amazon Exclusive", "asin": "B007S69QAY", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "Small Size Hair Rollers Curlers Self Grip Holding, For Hairdressing, Design Gripping Sticky Cling Style For DIY Or Salon (25mm/1\" 12PCS) Random Color", "asin": "B01J35XOLE", "price": "$5.14", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Salon Heatless Flexible Hair Rollers Curlers 42-pack 7\" Soft Foam Flexi Twist Curling Rods for Short Long Hair", "asin": "B0182XCOGE", "price": "$16.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Apr 19 - 26 on $35 of items shipped by Amazon"}, {"title": "100pcs Hair Curling Rods Set - Plastic Cold Wave Rollers for Natural, Long or Short Hair Styling - Women's DIY Hairdressing Tools in Orange, Purple, Gray, Blue, Yellow", "asin": "B09TVB91FX", "price": "$15.89", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "36PCS Foam Hair Rollers - Sponge Rollers for Heatless Hair Curler for Short/Long Curling Sleep rolos para cabello Jumbo Large Sponge Curlers Soft Sleeping Thin Hair Curl Overnight rulos", "asin": "B0CKQZWYPP", "price": "$6.59", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Remington Ionic Conditioning Hair Setter, 20 Velvet Hair Rollers, 6 Large (1\u00bc\u201d), 10 Medium (1\"), 4 Small (\u00be\u201d), Blowout Style Hair Curlers", "asin": "B00J8IXT58", "price": "$29.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "141 Pieces Hair Rollers Set Include 60 Plastic Hair Rollers (Multicolor,6 Size)", "asin": "B088R4FXBB", "price": "$20.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1 1/2-inch Rollers", "asin": "B00006IV30", "price": "$21.78", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "ProVolume 1\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 5 Count Salon Quality Hair Curlers for Short, Medium and Long Hair", "asin": "B093BCQBRQ", "price": "$7.99", "delivery": "FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15"}, {"title": "Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1/2 inch, 3/4 inch, and 1 inch Rollers", "asin": "B001BLRYMO", "price": "$22.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Self Grip Hair Rollers Curlers Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Volume on Long, Short, Thick, or Fine Hair", "asin": "B0BK17SWMX", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Aimin Soft Curlers for Overnight Heatless Curls, No Heat Foam Rollers for Long Hair, Satin Sponge Curlers (30 pcs, pink)", "asin": "B077XNYLLB", "price": "$13.22", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Remington Shine Therapy Argan Oil & Keratin Treated Hot Rollers Set, Professional Hair Curlers for Setting All Hair Lengths from Short and Medium to Long", "asin": "B09RTJDDT7", "price": "$25.10", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "BabylissPRO Nano Titanium Professional Hot Rollers For All Hair Lengths", "asin": "B0051P35CE", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "ProVolume 2\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 3 Count Large Salon Quality Hair Curlers for Medium and Long Hair, Blowouts, Curtain Bangs", "asin": "B093B7JLVY", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Annie Salon Style Medium Foam Hair Rollers - 7/8\" Yellow - 12 Piece Set - Soft Heat-less Hair Curling Tools", "asin": "B001NEGTFC", "price": "$4.45", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag", "asin": "B0DHCBWBT6", "price": "$11.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "30Pcs Small Foam Hair Curlers, 9.45\" Length x 0.47\" Diameter, No-Heat Flexible Curling Rods for Short, Medium and Long Hair", "asin": "B0C58JHJD6", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 2-inch Rollers \| Amazon Exclusive", "asin": "B0CG6VDVRJ", "price": "$49.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 1 1/2-inch Rollers \| Amazon Exclusive", "asin": "B0CT1PNK9F", "price": "$43.21", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)", "asin": "B08L7BDBPC", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag", "asin": "B0DQ1111T2", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S", "asin": "B0796S1HY9", "price": "$6.50", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers", "asin": "B07D3KV6JG", "price": "$8.95", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume", "asin": "B0DF758C1N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "T3 - Volumizing Hot Rollers LUXE \| Premium Hair Curler Set for Long Lasting Volume, Body & Shine \| Set of 8-4 XL (1.75\") & 4 Large (1.5\u201d)", "asin": "B01HZGUSMQ", "price": "$127.99", "delivery": "FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15"}, {"title": "Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye", "asin": "B09S4PVZ81", "price": "$15.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or FREE pickup"}, {"title": "Annie Snap on Magnetic Rollers 1 1/2\" Black 6pack", "asin": "B00588WGCE", "price": "$4.89", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)", "asin": "B096ZR6H29", "price": "$15.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T20:59:46.343Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-11T20:59:46.343Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-11T20:59:46.343Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1305, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-07T18:20:58.895Z\", \"action\": \"click_product\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:21:07.489Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:09.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:11.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:20.876Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:23.221Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:26.657Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:28.786Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:33.343Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:34.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:37.571Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:40.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:00.904Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:05.849Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:11.128Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:22.832Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:23.064Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:37.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:51.588Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:24:03.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:34.381Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:55.536Z\", \"action\": \"purchase\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:29:17.580Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:24.162Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:25.277Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T19:14:18.292Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T20:15:33.578Z\", \"action\": \"click_product\", \"action_argument\": \"B000VOPG0E\"}\n{\"timestamp\": \"2025-04-08T20:15:51.067Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:53.952Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:54.521Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T03:49:53.180Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:50:31.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:27.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:41.354Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:04.938Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:47.156Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:03.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:14.375Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T19:41:05.616Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:42:30.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T19:42:44.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:43:31.289Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T19:44:14.384Z\", \"action\": \"click\", \"action_argument\": 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10 PM on eligible orders Or Non-members get FREE delivery Apr 19 - 26 on $35 of items shipped by Amazon\"},\n{\"title\": \"100pcs Hair Curling Rods Set - Plastic Cold Wave Rollers for Natural, Long or Short Hair Styling - Women's DIY Hairdressing Tools in Orange, Purple, Gray, Blue, Yellow\", \"asin\": \"B09TVB91FX\", \"price\": \"$15.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"36PCS Foam Hair Rollers - Sponge Rollers for Heatless Hair Curler for Short/Long Curling Sleep rolos para cabello Jumbo Large Sponge Curlers Soft Sleeping Thin Hair Curl Overnight rulos\", \"asin\": \"B0CKQZWYPP\", \"price\": \"$6.59\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Ionic Conditioning Hair Setter, 20 Velvet Hair Rollers, 6 Large (1\\u00bc\\u201d), 10 Medium (1\\\"), 4 Small (\\u00be\\u201d), Blowout Style Hair Curlers\", \"asin\": \"B00J8IXT58\", \"price\": \"$29.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"141 Pieces Hair Rollers Set Include 60 Plastic Hair Rollers (Multicolor,6 Size)\", \"asin\": \"B088R4FXBB\", \"price\": \"$20.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1 1/2-inch Rollers\", \"asin\": \"B00006IV30\", \"price\": \"$21.78\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"ProVolume 1\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 5 Count Salon Quality Hair Curlers for Short, Medium and Long Hair\", \"asin\": \"B093BCQBRQ\", \"price\": \"$7.99\", \"delivery\": \"FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1/2 inch, 3/4 inch, and 1 inch Rollers\", \"asin\": \"B001BLRYMO\", \"price\": \"$22.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Self Grip Hair Rollers Curlers Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Volume on Long, Short, Thick, or Fine Hair\", \"asin\": \"B0BK17SWMX\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Aimin Soft Curlers for Overnight Heatless Curls, No Heat Foam Rollers for Long Hair, Satin Sponge Curlers (30 pcs, pink)\", \"asin\": \"B077XNYLLB\", \"price\": \"$13.22\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Remington Shine Therapy Argan Oil & Keratin Treated Hot Rollers Set, Professional Hair Curlers for Setting All Hair Lengths from Short and Medium to Long\", \"asin\": \"B09RTJDDT7\", \"price\": \"$25.10\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"BabylissPRO Nano Titanium Professional Hot Rollers For All Hair Lengths\", \"asin\": \"B0051P35CE\", \"price\": \"$39.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"ProVolume 2\\\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 3 Count Large Salon Quality Hair Curlers for Medium and Long Hair, Blowouts, Curtain Bangs\", \"asin\": \"B093B7JLVY\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Annie Salon Style Medium Foam Hair Rollers - 7/8\\\" Yellow - 12 Piece Set - Soft Heat-less Hair Curling Tools\", \"asin\": \"B001NEGTFC\", \"price\": \"$4.45\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag\", \"asin\": \"B0DHCBWBT6\", \"price\": \"$11.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30Pcs Small Foam Hair Curlers, 9.45\\\" Length x 0.47\\\" Diameter, No-Heat Flexible Curling Rods for Short, Medium and Long Hair\", \"asin\": \"B0C58JHJD6\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CG6VDVRJ\", \"price\": \"$49.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Conair Hot Rollers Hair Curlers for Long, Medium and All Hair \| Heated Rollers with Hair Roller Clips Included \| 1 1/2-inch Rollers \| Amazon Exclusive\", \"asin\": \"B0CT1PNK9F\", \"price\": \"$43.21\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)\", \"asin\": \"B08L7BDBPC\", \"price\": \"$9.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag\", \"asin\": \"B0DQ1111T2\", \"price\": \"$13.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S\", \"asin\": \"B0796S1HY9\", \"price\": \"$6.50\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers\", \"asin\": \"B07D3KV6JG\", \"price\": \"$8.95\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume\", \"asin\": \"B0DF758C1N\", \"price\": \"$12.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"T3 - Volumizing Hot Rollers LUXE \| Premium Hair Curler Set for Long Lasting Volume, Body & Shine \| Set of 8-4 XL (1.75\\\") & 4 Large (1.5\\u201d)\", \"asin\": \"B01HZGUSMQ\", \"price\": \"$127.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye\", \"asin\": \"B09S4PVZ81\", \"price\": \"$15.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or FREE pickup\"},\n{\"title\": \"Annie Snap on Magnetic Rollers 1 1/2\\\" Black 6pack\", \"asin\": \"B00588WGCE\", \"price\": \"$4.89\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)\", \"asin\": \"B096ZR6H29\", \"price\": \"$15.49\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T20:59:46.343Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-07T18:20:58.895Z\", \"action\": \"click_product\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:21:07.489Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:09.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:11.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:20.876Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:23.221Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:26.657Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:28.786Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:33.343Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:34.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:37.571Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:40.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:00.904Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:05.849Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:11.128Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:22.832Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:23.064Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:37.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:51.588Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:24:03.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:34.381Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:55.536Z\", \"action\": \"purchase\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:29:17.580Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:24.162Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:25.277Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T19:14:18.292Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T20:15:33.578Z\", \"action\": \"click_product\", \"action_argument\": \"B000VOPG0E\"}\n{\"timestamp\": \"2025-04-08T20:15:51.067Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:53.952Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:54.521Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T03:49:53.180Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:50:31.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:27.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:41.354Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:04.938Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:47.156Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:03.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:14.375Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T19:41:05.616Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:42:30.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T19:42:44.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:43:31.289Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T19:44:14.384Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T20:08:21.248Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:08:23.144Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-11T20:08:27.771Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T20:08:38.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T20:56:29.975Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors\"}\n{\"timestamp\": \"2025-04-11T20:56:47.908Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:48.635Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:56:53.291Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors set ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:53.698Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:57:10.187Z\", \"action\": \"click_product\", \"action_argument\": \"B0CZDFXDPQ\"}\n{\"timestamp\": \"2025-04-11T20:57:17.933Z\", \"action\": \"purchase\", \"action_argument\": \"B0CZDFXDPQ\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-11T20:57:54.793Z\", \"action\": \"input\", \"action_argument\": \"extension cords\"}\n{\"timestamp\": \"2025-04-11T20:58:23.134Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:23.266Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:27.874Z\", \"action\": \"input\", \"action_argument\": \"rollers hair curlers\"}\n{\"timestamp\": \"2025-04-11T20:59:27.328Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-11T20:59:37.316Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:59:37.478Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:59:45.855Z\", \"action\": \"input\", \"action_argument\": \"headphones one plus\"}\n{\"timestamp\": \"2025-04-11T20:59:46.343Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"headphones one plus\"}],\n\"cart_items\": [{\"title\": \"Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults\", \"asin\": \"B0CZDFXDPQ\", \"price\": \"$12.89\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"PHILIPS Wired Earbuds with Microphone - Ergonomic Comfort-Fit in Ear Headphones with Mic for Cell Phones, Earphones with Microphone with Bass Clear Sound - White\", \"asin\": \"B081BB8KZP\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"PHILIPS Headphones SHS3300BK 27mm Drivers/Open-Back Earhook 1\", \"asin\": \"B01564J0LO\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"JBL Live Pro 2 - True Wireless Noise Cancelling Earbuds, up to 40 Hours of Playback with Wireless Charging, 6 mics for Perfect Calls, Touch & Voice Control, IPX5 Water Resistant (Silver)\", \"asin\": \"B09V9S3455\", \"price\": \"$99.95\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0BCQKW1DT\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B08MC6PLT4\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Wireless Earbuds Bluetooth 5.4 Headphones Bass Stereo Ear Buds with Noise Cancelling Mic LED Display in Ear Earphones IP7 Waterproof 36H Playtime for Laptop Pad Phones Sports Workout White\", \"asin\": \"B0CX1SZPH3\", \"price\": \"$19.79\", \"quantity\": \"\"},\n{\"title\": \"JBL Live Pro 2 - True Wireless Noise Cancelling Earbuds, up to 40 Hours of Playback with Wireless Charging, 6 mics for Perfect Calls, Touch & Voice Control, IPX5 Water Resistant (Silver)\", \"asin\": \"B09V9S3455\", \"price\": \"$99.95\", \"quantity\": \"\"},\n{\"title\": \"LG TONE Flex Wireless Bluetooth Stereo Neckband Earbuds HBS-XL7 - 32-Bit Hi-Fi DAC, Meridian Audio, Black\", \"asin\": \"B07WQ9LP6H\", \"price\": \"$159.99\", \"quantity\": \"\"},\n{\"title\": \"Xdr-8000 Vertical in Ear Ultralight Sport Running Headband Headphones\", \"asin\": \"B00QHOCTG6\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Earbuds Headphones 5 in One Pack, Wired Earbud with Heavy Bass Stereo Noise Blocking, Microphone, Compatible with iPhone, Android Phones, Laptops, Computers, iPad or Any Device with 3.5mm Interface\", \"asin\": \"B08MC6PLT4\", \"price\": \"$10.79\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"2 Pack Wired Headphones for iPhone Earbuds with 3.5mm Plug Earphones Built-in Microphone & Volume Control Compatible with iPhone/ipad/Android/Computer and Other 3.5mm Jack Devices\", \"asin\": \"B0DQ781BS5\", \"price\": \"$16.98\", \"delivery\": \"FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"2 Pack-Earbuds for iPhone Headphones Wired with Earphones [MFi Certified](Built-in Microphone & Volume Control) Noise Isolating Headsets Support for iPhone 14/13/12/11/XR/XS/X/8/7/SE/Pro/Pro Max\", \"asin\": \"B0F3WWHSLL\", \"price\": \"$19.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"OnePlus Buds Z2 True Wireless Earbud Headphones-Touch Control with Charging Case,Active Noise Cancellation,IP55 Waterproof Stereo Earphones for Home,Sport, Obsidian Black\", \"asin\": \"B07XWCH6G6\", \"price\": \"$49.99\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"OnePlus Buds 3, Metallic Gray, Deep Bass, ANC, Immersive Sound, Up to 44 Hour Playtime with Charging case, Bluetooth 5.3\", \"asin\": \"B0CRZCMPMW\", \"price\": \"$99.99\", \"delivery\": \"FREE delivery Thu, Apr 17 Or fastest delivery Tue, Apr 15 Only 1 left in stock - order soon.\"},\n{\"title\": \"OnePlus Nord Wired Earphones\", \"asin\": \"B0B7SNTVLL\", \"price\": \"$13.99\", \"delivery\": \"FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"USB C Headphones for Samsung Galaxy S24 S23 FE S22 S21 S20 A53 A54 Wired Earbuds in-Ear Type C Earphone with Microphone Volume Control Bass Stereo Noise Canceling for iPhone 15 16Pro Max Pixel 6 7 8 5\", \"asin\": \"B0CLGDP8VW\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2 Pack-for iPhone Headphones Wired Earbuds/Earphones Built-in Microphone & Volume Control Nosie Reduction Headsets Compatible with iPhone 14/13/12/11/XR/XS/X/8/7/SE/Pro/Pro Max/Support All iOS System\", \"asin\": \"B0F2YD3KNK\", \"price\": \"$18.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2 Pack for Wired /iPhone Headphones Earbuds with Built-in Microphone & Volume Control HiFi Stereo Nosie Reduction Earphones Compatible with iPhone 14 Max/13/12/11/XR/XS/X/8/7/SE Support All iOS Syste\", \"asin\": \"B0F37D6Q16\", \"price\": \"$20.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"OnePlus Buds Pro 2 - Obsidian Black - Audiophile-Grade Sound Quality Co-Created with Dynaudio, Best-in-Class ANC, Immersive Spatial Audio, Up to 39 Hour Playtime with Charging case, Bluetooth 5.3\", \"asin\": \"B0BQ967JL7\", \"price\": \"$164.24\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"OnePlus Nord Buds 3 Wireless Earbuds with Up to 32db Active Noise Cancellation,10Mins for 11Hours Fast Charging with Up to 43H Music Playback (White)\", \"asin\": \"B0DFPKVGVC\", \"price\": \"$43.00\", \"delivery\": \"FREE delivery Apr 20 - 24 Or fastest delivery Apr 20 - 21\"},\n{\"title\": \"Soundcore by Anker, Space One, Active Noise Cancelling Headphones, 2X Stronger Voice Reduction, 40H ANC Playtime, App Control, LDAC Hi-Res Wireless Audio, Comfortable Fit, Clear Calls, Bluetooth 5.3\", \"asin\": \"B0C6KFZC9Z\", \"price\": \"$99.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"OnePlus Buds Pro 3 Wireless Earbuds, Dual Drivers in-Ear Buds, Dual DACs, Dynaudio EQs, Up to 50dB Adaptive Noise Cancellation, Up to 43Hrs Battery (Midnight Opus)\", \"asin\": \"B0DBHX75C4\", \"price\": \"$159.00\", \"delivery\": \"FREE delivery Apr 18 - 23 Or fastest delivery Apr 18 - 20\"},\n{\"title\": \"2 Pack for iPhone Headphones Wired Earbuds Earphones Built-in Microphone & Volume Control Nosie Reduction Headsets Compatible with iPhone 14/Pro/Max/Plus/13/12/11/XR/XS/X/8/7/SE, Support All iOS Syste\", \"asin\": \"B0DQHGGTB2\", \"price\": \"$14.98\", \"delivery\": \"Prime members get FREE delivery Mon, Apr 14 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Samsung Wired Headphones USB C Earbuds for Galaxy S25 Ultra/S24 FE/S23/S22/S21/S20/A16/A56/A36, Ear Buds Wired Headphones for iPhone 16e/16/16 Pro/16Pro Max/16Plus/15/15Pro/15Pro Max/15Plus, One Plus\", \"asin\": \"B0DZ1QPTZQ\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Samsung Galaxy Buds FE True Wireless Bluetooth Earbuds, Comfort and Secure in Ear Fit, Auto Switch Audio, Touch Control, Built-in Voice Assistant, Graphite [US Version, 1Yr Manufacturer Warranty]\", \"asin\": \"B0CF7GYNW2\", \"price\": \"$69.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Beats Studio Buds + \| True Wireless Noise Cancelling Earbuds, Enhanced Apple & Android Compatibility, Built-in Microphone, Sweat Resistant Bluetooth Headphones, Spatial Audio - Transparent\", \"asin\": \"B0BZK2Z2TC\", \"price\": \"$169.95\", \"delivery\": \"FREE delivery Mon, Apr 14 Only 4 left in stock - order soon.\"},\n{\"title\": \"OEM Earbuds Stereo Headphones for Samsung Galaxy S10 S10e Plus A31 A71 Cable - Designed by AKG - with Microphone and Volume Buttons (Black)\", \"asin\": \"B08431V1JG\", \"price\": \"$14.95\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Samsung Earbuds Wired USB C for Galaxy S25 S24 Ultra/S24 FE/S23/S22/S21/S20,Type C Wired Headphones with Microphone Earphones for iPhone 16/16 Pro/16 Pro Max/16 Plus/15,iPad Pro,Pixel 9 8 7,One Plus9\", \"asin\": \"B0DNXZ6YJP\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"PHILIPS TAT3519 Wireless Earbuds,True Wireless Headphones with Noise Canceling Pro,Dynamic Bass,Clear Call,24 H Battery Life,Fast Charging,Bluetooth 5.3,IPX4,App/Touch Control,Black\", \"asin\": \"B0DDCY87Z2\", \"price\": \"$49.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"USB C Headphones for iPhone 16/16 Pro/16 Pro Max/16 Plus/15 Pro/15 Pro Max/15 Plus/15,iPad Pro,Type C Wired Earbuds Microphone Earphones Compatible for Samsung Galaxy S24 Ultra,Pixel 9 8 7 6,One Plus9\", \"asin\": \"B0DNYNJHCB\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"USB C Headphone for Samsung S23 FE S22 S21 S20 A53 A54 Wired Earbuds Magnetic in-Ear Type C Earphone with Microphone Volume Control Bass Stereo Noise Canceling for iPhone 15 Pro Max Pixel 6 6a 7a 8 5\", \"asin\": \"B09MF8SSSW\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"OnePlus Bullets Wireless Z2 Bluetooth 5.0 in Ear Earphones, Bombastic Bass \\u2013 12.4 mm Drivers, 30 Hrs Battery Life (Magico Black)\", \"asin\": \"B09TVVGXWS\"},\n{\"title\": \"JBL Live Free 2 - True Wireless Noise Cancelling Earbuds, Up to 35hrs of Playtime, 6 mics for Perfect Calls with Zero Noise, IPX5 Waterproof, Oval Tubes for Better Comfort, Isolation, & bass (Silver)\", \"asin\": \"B09V9XNF23\", \"price\": \"$99.95\", \"delivery\": \"FREE delivery Tue, Apr 15\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T21:00:10.520Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-11T21:00:10.520Z	click_product	B0B7SNTVLL	rule	train	1,306	2025-04-11T21:00:10.520Z	click_product	B0B7SNTVLL	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-07T18:20:58.895Z", "action": "click_product", "action_argument": "B09TQY66NH"} {"timestamp": "2025-04-07T18:21:07.489Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:09.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:11.554Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:20.876Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:23.221Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:26.657Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:28.786Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:33.343Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:34.956Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:37.571Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:40.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:22:00.904Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:22:05.849Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:11.128Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:22.832Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:23.064Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:37.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:51.588Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:24:03.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:28:34.381Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:28:55.536Z", "action": "purchase", "action_argument": "B09TQY66NH"} {"timestamp": "2025-04-07T18:29:17.580Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T18:29:24.162Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T18:29:25.277Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T19:14:18.292Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T20:15:33.578Z", "action": "click_product", "action_argument": "B000VOPG0E"} {"timestamp": "2025-04-08T20:15:51.067Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T20:15:53.952Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T20:15:54.521Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-11T03:49:53.180Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:50:31.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:53:27.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:53:41.354Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:54:04.938Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:54:47.156Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:55:03.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:55:14.375Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-11T19:41:05.616Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T19:42:30.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-11T19:42:44.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T19:43:31.289Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T19:44:14.384Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T20:08:21.248Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:08:23.144Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-11T20:08:27.771Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-11T20:08:38.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T20:56:29.975Z", "action": "input", "action_argument": "hair cutting scissors"} {"timestamp": "2025-04-11T20:56:47.908Z", "action": "input", "action_argument": "hair cutting scissors ayuliky"} {"timestamp": "2025-04-11T20:56:48.635Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:56:53.291Z", "action": "input", "action_argument": "hair cutting scissors set ayuliky"} {"timestamp": "2025-04-11T20:56:53.698Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:57:10.187Z", "action": "click_product", "action_argument": "B0CZDFXDPQ"} {"timestamp": "2025-04-11T20:57:17.933Z", "action": "purchase", "action_argument": "B0CZDFXDPQ"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-11T20:57:54.793Z", "action": "input", "action_argument": "extension cords"} {"timestamp": "2025-04-11T20:58:23.134Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:58:23.266Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:58:27.874Z", "action": "input", "action_argument": "rollers hair curlers"} {"timestamp": "2025-04-11T20:59:27.328Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-11T20:59:37.316Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:59:37.478Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:59:45.855Z", "action": "input", "action_argument": "headphones one plus"} {"timestamp": "2025-04-11T20:59:46.343Z", "action": "click", "action_argument": "search"} <\|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": "headphones one plus"}], "cart_items": [{"title": "Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults", "asin": "B0CZDFXDPQ", "price": "$12.89", "quantity": "1"}], "promotion_items": [{"title": "PHILIPS Wired Earbuds with Microphone - Ergonomic Comfort-Fit in Ear Headphones with Mic for Cell Phones, Earphones with Microphone with Bass Clear Sound - White", "asin": "B081BB8KZP", "price": "$9.99", "quantity": ""}, {"title": "PHILIPS Headphones SHS3300BK 27mm Drivers/Open-Back Earhook 1", "asin": "B01564J0LO", "price": "$19.99", "quantity": ""}, {"title": "JBL Live Pro 2 - True Wireless Noise Cancelling Earbuds, up to 40 Hours of Playback with Wireless Charging, 6 mics for Perfect Calls, Touch & Voice Control, IPX5 Water Resistant (Silver)", "asin": "B09V9S3455", "price": "$99.95", "quantity": ""}, {"title": "", "asin": "B0BCQKW1DT", "price": "", "quantity": ""}, {"title": "", "asin": "B08MC6PLT4", "price": "", "quantity": ""}, {"title": "Wireless Earbuds Bluetooth 5.4 Headphones Bass Stereo Ear Buds with Noise Cancelling Mic LED Display in Ear Earphones IP7 Waterproof 36H Playtime for Laptop Pad Phones Sports Workout White", "asin": "B0CX1SZPH3", "price": "$19.79", "quantity": ""}, {"title": "JBL Live Pro 2 - True Wireless Noise Cancelling Earbuds, up to 40 Hours of Playback with Wireless Charging, 6 mics for Perfect Calls, Touch & Voice Control, IPX5 Water Resistant (Silver)", "asin": "B09V9S3455", "price": "$99.95", "quantity": ""}, {"title": "LG TONE Flex Wireless Bluetooth Stereo Neckband Earbuds HBS-XL7 - 32-Bit Hi-Fi DAC, Meridian Audio, Black", "asin": "B07WQ9LP6H", "price": "$159.99", "quantity": ""}, {"title": "Xdr-8000 Vertical in Ear Ultralight Sport Running Headband Headphones", "asin": "B00QHOCTG6", "price": "$24.99", "quantity": ""}, {"title": "Earbuds Headphones 5 in One Pack, Wired Earbud with Heavy Bass Stereo Noise Blocking, Microphone, Compatible with iPhone, Android Phones, Laptops, Computers, iPad or Any Device with 3.5mm Interface", "asin": "B08MC6PLT4", "price": "$10.79", "quantity": ""}], "search_results": [{"title": "2 Pack Wired Headphones for iPhone Earbuds with 3.5mm Plug Earphones Built-in Microphone & Volume Control Compatible with iPhone/ipad/Android/Computer and Other 3.5mm Jack Devices", "asin": "B0DQ781BS5", "price": "$16.98", "delivery": "FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15"}, {"title": "2 Pack-Earbuds for iPhone Headphones Wired with Earphones [MFi Certified](Built-in Microphone & Volume Control) Noise Isolating Headsets Support for iPhone 14/13/12/11/XR/XS/X/8/7/SE/Pro/Pro Max", "asin": "B0F3WWHSLL", "price": "$19.79", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "OnePlus Buds Z2 True Wireless Earbud Headphones-Touch Control with Charging Case,Active Noise Cancellation,IP55 Waterproof Stereo Earphones for Home,Sport, Obsidian Black", "asin": "B07XWCH6G6", "price": "$49.99", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "OnePlus Buds 3, Metallic Gray, Deep Bass, ANC, Immersive Sound, Up to 44 Hour Playtime with Charging case, Bluetooth 5.3", "asin": "B0CRZCMPMW", "price": "$99.99", "delivery": "FREE delivery Thu, Apr 17 Or fastest delivery Tue, Apr 15 Only 1 left in stock - order soon."}, {"title": "OnePlus Nord Wired Earphones", "asin": "B0B7SNTVLL", "price": "$13.99", "delivery": "FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15"}, {"title": "USB C Headphones for Samsung Galaxy S24 S23 FE S22 S21 S20 A53 A54 Wired Earbuds in-Ear Type C Earphone with Microphone Volume Control Bass Stereo Noise Canceling for iPhone 15 16Pro Max Pixel 6 7 8 5", "asin": "B0CLGDP8VW", "price": "$6.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "2 Pack-for iPhone Headphones Wired Earbuds/Earphones Built-in Microphone & Volume Control Nosie Reduction Headsets Compatible with iPhone 14/13/12/11/XR/XS/X/8/7/SE/Pro/Pro Max/Support All iOS System", "asin": "B0F2YD3KNK", "price": "$18.98", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "2 Pack for Wired /iPhone Headphones Earbuds with Built-in Microphone & Volume Control HiFi Stereo Nosie Reduction Earphones Compatible with iPhone 14 Max/13/12/11/XR/XS/X/8/7/SE Support All iOS Syste", "asin": "B0F37D6Q16", "price": "$20.98", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "OnePlus Buds Pro 2 - Obsidian Black - Audiophile-Grade Sound Quality Co-Created with Dynaudio, Best-in-Class ANC, Immersive Spatial Audio, Up to 39 Hour Playtime with Charging case, Bluetooth 5.3", "asin": "B0BQ967JL7", "price": "$164.24", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "OnePlus Nord Buds 3 Wireless Earbuds with Up to 32db Active Noise Cancellation,10Mins for 11Hours Fast Charging with Up to 43H Music Playback (White)", "asin": "B0DFPKVGVC", "price": "$43.00", "delivery": "FREE delivery Apr 20 - 24 Or fastest delivery Apr 20 - 21"}, {"title": "Soundcore by Anker, Space One, Active Noise Cancelling Headphones, 2X Stronger Voice Reduction, 40H ANC Playtime, App Control, LDAC Hi-Res Wireless Audio, Comfortable Fit, Clear Calls, Bluetooth 5.3", "asin": "B0C6KFZC9Z", "price": "$99.00", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "OnePlus Buds Pro 3 Wireless Earbuds, Dual Drivers in-Ear Buds, Dual DACs, Dynaudio EQs, Up to 50dB Adaptive Noise Cancellation, Up to 43Hrs Battery (Midnight Opus)", "asin": "B0DBHX75C4", "price": "$159.00", "delivery": "FREE delivery Apr 18 - 23 Or fastest delivery Apr 18 - 20"}, {"title": "2 Pack for iPhone Headphones Wired Earbuds Earphones Built-in Microphone & Volume Control Nosie Reduction Headsets Compatible with iPhone 14/Pro/Max/Plus/13/12/11/XR/XS/X/8/7/SE, Support All iOS Syste", "asin": "B0DQHGGTB2", "price": "$14.98", "delivery": "Prime members get FREE delivery Mon, Apr 14 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Samsung Wired Headphones USB C Earbuds for Galaxy S25 Ultra/S24 FE/S23/S22/S21/S20/A16/A56/A36, Ear Buds Wired Headphones for iPhone 16e/16/16 Pro/16Pro Max/16Plus/15/15Pro/15Pro Max/15Plus, One Plus", "asin": "B0DZ1QPTZQ", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Samsung Galaxy Buds FE True Wireless Bluetooth Earbuds, Comfort and Secure in Ear Fit, Auto Switch Audio, Touch Control, Built-in Voice Assistant, Graphite [US Version, 1Yr Manufacturer Warranty]", "asin": "B0CF7GYNW2", "price": "$69.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "Beats Studio Buds + \| True Wireless Noise Cancelling Earbuds, Enhanced Apple & Android Compatibility, Built-in Microphone, Sweat Resistant Bluetooth Headphones, Spatial Audio - Transparent", "asin": "B0BZK2Z2TC", "price": "$169.95", "delivery": "FREE delivery Mon, Apr 14 Only 4 left in stock - order soon."}, {"title": "OEM Earbuds Stereo Headphones for Samsung Galaxy S10 S10e Plus A31 A71 Cable - Designed by AKG - with Microphone and Volume Buttons (Black)", "asin": "B08431V1JG", "price": "$14.95", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "Samsung Earbuds Wired USB C for Galaxy S25 S24 Ultra/S24 FE/S23/S22/S21/S20,Type C Wired Headphones with Microphone Earphones for iPhone 16/16 Pro/16 Pro Max/16 Plus/15,iPad Pro,Pixel 9 8 7,One Plus9", "asin": "B0DNXZ6YJP", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "PHILIPS TAT3519 Wireless Earbuds,True Wireless Headphones with Noise Canceling Pro,Dynamic Bass,Clear Call,24 H Battery Life,Fast Charging,Bluetooth 5.3,IPX4,App/Touch Control,Black", "asin": "B0DDCY87Z2", "price": "$49.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"}, {"title": "USB C Headphones for iPhone 16/16 Pro/16 Pro Max/16 Plus/15 Pro/15 Pro Max/15 Plus/15,iPad Pro,Type C Wired Earbuds Microphone Earphones Compatible for Samsung Galaxy S24 Ultra,Pixel 9 8 7 6,One Plus9", "asin": "B0DNYNJHCB", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "USB C Headphone for Samsung S23 FE S22 S21 S20 A53 A54 Wired Earbuds Magnetic in-Ear Type C Earphone with Microphone Volume Control Bass Stereo Noise Canceling for iPhone 15 Pro Max Pixel 6 6a 7a 8 5", "asin": "B09MF8SSSW", "price": "$14.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}, {"title": "OnePlus Bullets Wireless Z2 Bluetooth 5.0 in Ear Earphones, Bombastic Bass \u2013 12.4 mm Drivers, 30 Hrs Battery Life (Magico Black)", "asin": "B09TVVGXWS"}, {"title": "JBL Live Free 2 - True Wireless Noise Cancelling Earbuds, Up to 35hrs of Playtime, 6 mics for Perfect Calls with Zero Noise, IPX5 Waterproof, Oval Tubes for Better Comfort, Isolation, & bass (Silver)", "asin": "B09V9XNF23", "price": "$99.95", "delivery": "FREE delivery Tue, Apr 15"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T21:00:10.520Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-11T21:00:10.520Z\",\"action\": \"click_product\",\"acion_argument\": \"B0B7SNTVLL\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-11T21:00:10.520Z\",\"action\": \"click_product\",\"acion_argument\": \"B0B7SNTVLL\",}</answer>", "index": 1306, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-07T18:20:58.895Z\", \"action\": \"click_product\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:21:07.489Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:09.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:11.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:20.876Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:23.221Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:26.657Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:28.786Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:33.343Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:34.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:37.571Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:40.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:00.904Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:05.849Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:11.128Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:22.832Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:23.064Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:37.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:51.588Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:24:03.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:34.381Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:55.536Z\", \"action\": \"purchase\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:29:17.580Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:24.162Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:25.277Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T19:14:18.292Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T20:15:33.578Z\", \"action\": \"click_product\", \"action_argument\": \"B000VOPG0E\"}\n{\"timestamp\": \"2025-04-08T20:15:51.067Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:53.952Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:54.521Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T03:49:53.180Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:50:31.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:27.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:41.354Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:04.938Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:47.156Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:03.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:14.375Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T19:41:05.616Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:42:30.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T19:42:44.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:43:31.289Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T19:44:14.384Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T20:08:21.248Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:08:23.144Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-11T20:08:27.771Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T20:08:38.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T20:56:29.975Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors\"}\n{\"timestamp\": \"2025-04-11T20:56:47.908Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:48.635Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:56:53.291Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors set ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:53.698Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:57:10.187Z\", \"action\": \"click_product\", \"action_argument\": \"B0CZDFXDPQ\"}\n{\"timestamp\": \"2025-04-11T20:57:17.933Z\", \"action\": \"purchase\", \"action_argument\": \"B0CZDFXDPQ\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-11T20:57:54.793Z\", \"action\": \"input\", \"action_argument\": \"extension cords\"}\n{\"timestamp\": \"2025-04-11T20:58:23.134Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:23.266Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:27.874Z\", \"action\": \"input\", \"action_argument\": \"rollers hair curlers\"}\n{\"timestamp\": \"2025-04-11T20:59:27.328Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-11T20:59:37.316Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:59:37.478Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:59:45.855Z\", \"action\": \"input\", \"action_argument\": \"headphones one plus\"}\n{\"timestamp\": \"2025-04-11T20:59:46.343Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"headphones one plus\"}],\n\"cart_items\": [{\"title\": \"Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults\", \"asin\": \"B0CZDFXDPQ\", \"price\": \"$12.89\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"PHILIPS Wired Earbuds with Microphone - Ergonomic Comfort-Fit in Ear Headphones with Mic for Cell Phones, Earphones with Microphone with Bass Clear Sound - White\", \"asin\": \"B081BB8KZP\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"PHILIPS Headphones SHS3300BK 27mm Drivers/Open-Back Earhook 1\", \"asin\": \"B01564J0LO\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"JBL Live Pro 2 - True Wireless Noise Cancelling Earbuds, up to 40 Hours of Playback with Wireless Charging, 6 mics for Perfect Calls, Touch & Voice Control, IPX5 Water Resistant (Silver)\", \"asin\": \"B09V9S3455\", \"price\": \"$99.95\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0BCQKW1DT\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B08MC6PLT4\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Wireless Earbuds Bluetooth 5.4 Headphones Bass Stereo Ear Buds with Noise Cancelling Mic LED Display in Ear Earphones IP7 Waterproof 36H Playtime for Laptop Pad Phones Sports Workout White\", \"asin\": \"B0CX1SZPH3\", \"price\": \"$19.79\", \"quantity\": \"\"},\n{\"title\": \"JBL Live Pro 2 - True Wireless Noise Cancelling Earbuds, up to 40 Hours of Playback with Wireless Charging, 6 mics for Perfect Calls, Touch & Voice Control, IPX5 Water Resistant (Silver)\", \"asin\": \"B09V9S3455\", \"price\": \"$99.95\", \"quantity\": \"\"},\n{\"title\": \"LG TONE Flex Wireless Bluetooth Stereo Neckband Earbuds HBS-XL7 - 32-Bit Hi-Fi DAC, Meridian Audio, Black\", \"asin\": \"B07WQ9LP6H\", \"price\": \"$159.99\", \"quantity\": \"\"},\n{\"title\": \"Xdr-8000 Vertical in Ear Ultralight Sport Running Headband Headphones\", \"asin\": \"B00QHOCTG6\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Earbuds Headphones 5 in One Pack, Wired Earbud with Heavy Bass Stereo Noise Blocking, Microphone, Compatible with iPhone, Android Phones, Laptops, Computers, iPad or Any Device with 3.5mm Interface\", \"asin\": \"B08MC6PLT4\", \"price\": \"$10.79\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"2 Pack Wired Headphones for iPhone Earbuds with 3.5mm Plug Earphones Built-in Microphone & Volume Control Compatible with iPhone/ipad/Android/Computer and Other 3.5mm Jack Devices\", \"asin\": \"B0DQ781BS5\", \"price\": \"$16.98\", \"delivery\": \"FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"2 Pack-Earbuds for iPhone Headphones Wired with Earphones [MFi Certified](Built-in Microphone & Volume Control) Noise Isolating Headsets Support for iPhone 14/13/12/11/XR/XS/X/8/7/SE/Pro/Pro Max\", \"asin\": \"B0F3WWHSLL\", \"price\": \"$19.79\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"OnePlus Buds Z2 True Wireless Earbud Headphones-Touch Control with Charging Case,Active Noise Cancellation,IP55 Waterproof Stereo Earphones for Home,Sport, Obsidian Black\", \"asin\": \"B07XWCH6G6\", \"price\": \"$49.99\", \"delivery\": \"Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"OnePlus Buds 3, Metallic Gray, Deep Bass, ANC, Immersive Sound, Up to 44 Hour Playtime with Charging case, Bluetooth 5.3\", \"asin\": \"B0CRZCMPMW\", \"price\": \"$99.99\", \"delivery\": \"FREE delivery Thu, Apr 17 Or fastest delivery Tue, Apr 15 Only 1 left in stock - order soon.\"},\n{\"title\": \"OnePlus Nord Wired Earphones\", \"asin\": \"B0B7SNTVLL\", \"price\": \"$13.99\", \"delivery\": \"FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15\"},\n{\"title\": \"USB C Headphones for Samsung Galaxy S24 S23 FE S22 S21 S20 A53 A54 Wired Earbuds in-Ear Type C Earphone with Microphone Volume Control Bass Stereo Noise Canceling for iPhone 15 16Pro Max Pixel 6 7 8 5\", \"asin\": \"B0CLGDP8VW\", \"price\": \"$6.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2 Pack-for iPhone Headphones Wired Earbuds/Earphones Built-in Microphone & Volume Control Nosie Reduction Headsets Compatible with iPhone 14/13/12/11/XR/XS/X/8/7/SE/Pro/Pro Max/Support All iOS System\", \"asin\": \"B0F2YD3KNK\", \"price\": \"$18.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"2 Pack for Wired /iPhone Headphones Earbuds with Built-in Microphone & Volume Control HiFi Stereo Nosie Reduction Earphones Compatible with iPhone 14 Max/13/12/11/XR/XS/X/8/7/SE Support All iOS Syste\", \"asin\": \"B0F37D6Q16\", \"price\": \"$20.98\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"OnePlus Buds Pro 2 - Obsidian Black - Audiophile-Grade Sound Quality Co-Created with Dynaudio, Best-in-Class ANC, Immersive Spatial Audio, Up to 39 Hour Playtime with Charging case, Bluetooth 5.3\", \"asin\": \"B0BQ967JL7\", \"price\": \"$164.24\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"OnePlus Nord Buds 3 Wireless Earbuds with Up to 32db Active Noise Cancellation,10Mins for 11Hours Fast Charging with Up to 43H Music Playback (White)\", \"asin\": \"B0DFPKVGVC\", \"price\": \"$43.00\", \"delivery\": \"FREE delivery Apr 20 - 24 Or fastest delivery Apr 20 - 21\"},\n{\"title\": \"Soundcore by Anker, Space One, Active Noise Cancelling Headphones, 2X Stronger Voice Reduction, 40H ANC Playtime, App Control, LDAC Hi-Res Wireless Audio, Comfortable Fit, Clear Calls, Bluetooth 5.3\", \"asin\": \"B0C6KFZC9Z\", \"price\": \"$99.00\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"OnePlus Buds Pro 3 Wireless Earbuds, Dual Drivers in-Ear Buds, Dual DACs, Dynaudio EQs, Up to 50dB Adaptive Noise Cancellation, Up to 43Hrs Battery (Midnight Opus)\", \"asin\": \"B0DBHX75C4\", \"price\": \"$159.00\", \"delivery\": \"FREE delivery Apr 18 - 23 Or fastest delivery Apr 18 - 20\"},\n{\"title\": \"2 Pack for iPhone Headphones Wired Earbuds Earphones Built-in Microphone & Volume Control Nosie Reduction Headsets Compatible with iPhone 14/Pro/Max/Plus/13/12/11/XR/XS/X/8/7/SE, Support All iOS Syste\", \"asin\": \"B0DQHGGTB2\", \"price\": \"$14.98\", \"delivery\": \"Prime members get FREE delivery Mon, Apr 14 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Samsung Wired Headphones USB C Earbuds for Galaxy S25 Ultra/S24 FE/S23/S22/S21/S20/A16/A56/A36, Ear Buds Wired Headphones for iPhone 16e/16/16 Pro/16Pro Max/16Plus/15/15Pro/15Pro Max/15Plus, One Plus\", \"asin\": \"B0DZ1QPTZQ\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Samsung Galaxy Buds FE True Wireless Bluetooth Earbuds, Comfort and Secure in Ear Fit, Auto Switch Audio, Touch Control, Built-in Voice Assistant, Graphite [US Version, 1Yr Manufacturer Warranty]\", \"asin\": \"B0CF7GYNW2\", \"price\": \"$69.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"Beats Studio Buds + \| True Wireless Noise Cancelling Earbuds, Enhanced Apple & Android Compatibility, Built-in Microphone, Sweat Resistant Bluetooth Headphones, Spatial Audio - Transparent\", \"asin\": \"B0BZK2Z2TC\", \"price\": \"$169.95\", \"delivery\": \"FREE delivery Mon, Apr 14 Only 4 left in stock - order soon.\"},\n{\"title\": \"OEM Earbuds Stereo Headphones for Samsung Galaxy S10 S10e Plus A31 A71 Cable - Designed by AKG - with Microphone and Volume Buttons (Black)\", \"asin\": \"B08431V1JG\", \"price\": \"$14.95\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"Samsung Earbuds Wired USB C for Galaxy S25 S24 Ultra/S24 FE/S23/S22/S21/S20,Type C Wired Headphones with Microphone Earphones for iPhone 16/16 Pro/16 Pro Max/16 Plus/15,iPad Pro,Pixel 9 8 7,One Plus9\", \"asin\": \"B0DNXZ6YJP\", \"price\": \"$8.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"PHILIPS TAT3519 Wireless Earbuds,True Wireless Headphones with Noise Canceling Pro,Dynamic Bass,Clear Call,24 H Battery Life,Fast Charging,Bluetooth 5.3,IPX4,App/Touch Control,Black\", \"asin\": \"B0DDCY87Z2\", \"price\": \"$49.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16\"},\n{\"title\": \"USB C Headphones for iPhone 16/16 Pro/16 Pro Max/16 Plus/15 Pro/15 Pro Max/15 Plus/15,iPad Pro,Type C Wired Earbuds Microphone Earphones Compatible for Samsung Galaxy S24 Ultra,Pixel 9 8 7 6,One Plus9\", \"asin\": \"B0DNYNJHCB\", \"price\": \"$7.99\", \"delivery\": \"Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"USB C Headphone for Samsung S23 FE S22 S21 S20 A53 A54 Wired Earbuds Magnetic in-Ear Type C Earphone with Microphone Volume Control Bass Stereo Noise Canceling for iPhone 15 Pro Max Pixel 6 6a 7a 8 5\", \"asin\": \"B09MF8SSSW\", \"price\": \"$14.99\", \"delivery\": \"Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon\"},\n{\"title\": \"OnePlus Bullets Wireless Z2 Bluetooth 5.0 in Ear Earphones, Bombastic Bass \\u2013 12.4 mm Drivers, 30 Hrs Battery Life (Magico Black)\", \"asin\": \"B09TVVGXWS\"},\n{\"title\": \"JBL Live Free 2 - True Wireless Noise Cancelling Earbuds, Up to 35hrs of Playtime, 6 mics for Perfect Calls with Zero Noise, IPX5 Waterproof, Oval Tubes for Better Comfort, Isolation, & bass (Silver)\", \"asin\": \"B09V9XNF23\", \"price\": \"$99.95\", \"delivery\": \"FREE delivery Tue, Apr 15\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T21:00:10.520Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-07T18:20:58.895Z\", \"action\": \"click_product\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:21:07.489Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:09.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:11.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:20.876Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:23.221Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:26.657Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:28.786Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:33.343Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:34.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:37.571Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:40.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:00.904Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:05.849Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:11.128Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:22.832Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:23.064Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:37.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:51.588Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:24:03.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:34.381Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:55.536Z\", \"action\": \"purchase\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:29:17.580Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:24.162Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:25.277Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T19:14:18.292Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T20:15:33.578Z\", \"action\": \"click_product\", \"action_argument\": \"B000VOPG0E\"}\n{\"timestamp\": \"2025-04-08T20:15:51.067Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:53.952Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:54.521Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T03:49:53.180Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:50:31.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:27.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:41.354Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:04.938Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:47.156Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:03.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:14.375Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T19:41:05.616Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:42:30.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T19:42:44.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:43:31.289Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T19:44:14.384Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T20:08:21.248Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:08:23.144Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-11T20:08:27.771Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T20:08:38.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T20:56:29.975Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors\"}\n{\"timestamp\": \"2025-04-11T20:56:47.908Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:48.635Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:56:53.291Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors set ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:53.698Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:57:10.187Z\", \"action\": \"click_product\", \"action_argument\": \"B0CZDFXDPQ\"}\n{\"timestamp\": \"2025-04-11T20:57:17.933Z\", \"action\": \"purchase\", \"action_argument\": \"B0CZDFXDPQ\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-11T20:57:54.793Z\", \"action\": \"input\", \"action_argument\": \"extension cords\"}\n{\"timestamp\": \"2025-04-11T20:58:23.134Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:23.266Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:27.874Z\", \"action\": \"input\", \"action_argument\": \"rollers hair curlers\"}\n{\"timestamp\": \"2025-04-11T20:59:27.328Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-11T20:59:37.316Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:59:37.478Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:59:45.855Z\", \"action\": \"input\", \"action_argument\": \"headphones one plus\"}\n{\"timestamp\": \"2025-04-11T20:59:46.343Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T21:00:10.520Z\", \"action\": \"click_product\", \"action_argument\": \"B0B7SNTVLL\"}\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\"search_term\": [{\"term\": \"headphones one plus\"}],\n\"cart_items\": [{\"title\": \"Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults\", \"asin\": \"B0CZDFXDPQ\", \"price\": \"$12.89\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0B7SNTVLL\"},\n{\"title\": \"OnePlus Nord Wired Earphones\"},\n{\"price\": \"$13.99\"},\n{\"bullet_list\": \"Prepare Your Ears: We hope you\\u2019re ready for head-rattling bass courtesy of 9.2mm dynamic drivers and a 0.42cc sound cavity for bigger, bolder audio. Buttons For Days: Nord Wired Earphones have an inline mic with button controls to give you complete mastery over your calls, media, and using your voice assistant. Get Jacked: Connect to everything from laptops to portable gaming consoles or your OnePlus Nord phone using the 3.5mm audio jack Comfort that\\u2019s music to your ears: Nord Wired Earphones fit snugly in your ears for hours of comfortable listening with a rounded, ergonomic design and three pairs of interchangeable silicon tips.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Style\": \"Earphones\"}],\n\"promotion_items\": [{\"title\": \"Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Silver\", \"asin\": \"B09XSDMT4F\", \"price\": \"$398.00\", \"quantity\": \"\"},\n{\"title\": \"2 Pack Wired Headphones for iPhone Earbuds with 3.5mm Plug Earphones Built-in Micro...\", \"asin\": \"B0DQ781BS5\", \"price\": \"$16.98\", \"quantity\": \"\"},\n{\"title\": \"N18 Neckband Bluetooth Earbuds, Wireless Bluetooth 5.2 Headphones with Microphone, ...\", \"asin\": \"B0B9MCKZJF\", \"price\": \"$25.99\", \"quantity\": \"\"},\n{\"title\": \"Wired Earbuds with Microphone 5 Pack, in-Ear Headphones with Heavy Bass, High Sound...\", \"asin\": \"B09MQGTP7Y\", \"price\": \"$9.89\", \"quantity\": \"\"},\n{\"title\": \"Sephia SP3060 Wired Headphones, HD Bass Driven Audio, Lightweight Aluminum Wired in Ear Earbud Headphones, S/M/L Ear Bud Tips, Earphone Case, 3.5mm Tangle-Free Cord, No Mic\", \"asin\": \"B0170RBJ9Q\", \"price\": \"$14.95\", \"quantity\": \"\"},\n{\"title\": \"Wired Earbuds with Microphone, Wired Earphones in Ear Headphones HiFi Stereo, Power...\", \"asin\": \"B097B7PZ4B\", \"price\": \"$10.99\", \"quantity\": \"\"},\n{\"title\": \"Headphones Wired, In-Ear Wired Earphones Earbuds, Half in Ear Headphones 3.5mm Jack, Wired Headphones with Microphone and Volume Control for iPhone, Samsung, Android, iPad,MP3,Most 3.5mm Audio Devices\", \"asin\": \"B0B2DTNYRJ\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"ESR for iPhone 13 Case/iPhone 14 Case, Compatible with MagSafe, Built-in Camera Ring Stand, Military-Grade Protection, Magnetic Phone Case for iPhone 13/14, Classic Kickstand Case (HaloLock), Clear\", \"asin\": \"4448ffe8\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"ESR for AirPods Pro Case (2023/2022/2019, 2nd/1st Gen), Compatible with Airpods Pro 2 (USB-C/Lightning Cable), MagSafe Ready, Magnetic Lid Lock, Full Drop Protection Cover with Lanyard, Black\", \"asin\": \"66105c2d\", \"price\": \"$14.39\", \"quantity\": \"\"},\n{\"title\": \"Dokotoo Women's Casual Striped Long Sleeve Tops Crew Neck Knit Basic T Shirts\", \"asin\": \"2063d694\", \"price\": \"$12.73\", \"quantity\": \"\"},\n{\"title\": \"ESR Metal Kickstand Case for iPhone Xs Max, [Vertical and Horizontal Stand] [Reinforced Drop Protection] Flexible Soft TPU for iPhone 6.5 inch(2018)(Jelly Clear)\", \"asin\": \"71fe6233\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"ESR for AirPods Pro 2nd Generation Case (HaloLock), Compatible with Airpods Pro Case 2nd/1st Gen (2023/2022/2019), Compatible with MagSafe, Powerful Drop Protection, Magnetic Lid, Black\", \"asin\": \"0a5ce4ee\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Dokotoo Long Sleeve Spring Tops Oversized 2025 Trendy Round Crew Neck Casual Color Block Womens Shirts Blouses\", \"asin\": \"d0c59a41\", \"price\": \"$22.94\", \"quantity\": \"\"},\n{\"title\": \"Hi-Res Extra Bass Earbuds Noise Isolating in-Ear Headphones Wired Earbuds with Microphone for iPhone, iPod, iPad, MP3, Huawei, Samsung, Lightweight Earphones with Volume Control 3.5mm Jack Headphones\", \"asin\": \"B083J88QRS\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"Earphones compatiable with Samsung Galaxy S23 S23 Ultra \| S22 S22 Ultra \| S21 S21 U...\", \"asin\": \"B0C7HHWXW8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"Hmusic Sleep Earphones, Noise Isolation 3.5mm Sleep Headphones Wired, Lightweight Soft Silicone Earbuds with Mic for Insomnia, Side Sleeper, Snoring, Air Travel, Yoga, Relaxation, Meditation (Black)\", \"asin\": \"B0C69GHXND\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Wired Earbuds 4 Pack, Earbuds HiFi Stereo Wired Earphones Headphones with Microphon...\", \"asin\": \"B0DQWQXHG5\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Sephia SP3060 Wired Headphones, HD Bass Driven Audio, Lightweight Aluminum Wired in Ear Earbud Headphones, S/M/L Ear Bud Tips, Earphone Case, 3.5mm Tangle-Free Cord, No Mic\", \"asin\": \"B0170RBJ9Q\", \"price\": \"$14.95\", \"quantity\": \"\"},\n{\"title\": \"Wired Earbuds with Microphone, Wired Earphones in Ear Headphones HiFi Stereo, Power...\", \"asin\": \"B097B7PZ4B\", \"price\": \"$10.99\", \"quantity\": \"\"},\n{\"title\": \"N18 Neckband Bluetooth Earbuds, Wireless Bluetooth 5.2 Headphones with Microphone, ...\", \"asin\": \"B0B9MCKZJF\", \"price\": \"$25.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"OnePlus Nord Wired Earphones\", \"asin\": \"B0B7SNTVLL\", \"price\": \"$13.99\"},\n{\"title\": \"Google Earbuds Wired Headset USB-C, Comfortable Fit, Inline Controls, Compatible with Type-C Phones - White\", \"asin\": \"B07J2KBZDS\", \"price\": \"$23.97\"},\n{\"title\": \"OnePlus Buds Pro 3 Wireless Earbuds, Dual Drivers in-Ear Buds, Dual DACs, Dynaudio EQs, Up to 50dB Adaptive Noise Cancellation, Up to 43Hrs Battery (Midnight Opus)\", \"asin\": \"B0DBHX75C4\", \"price\": \"$159.00\"},\n{\"title\": \"OnePlus Buds Pro 2 - Obsidian Black - Audiophile-Grade Sound Quality Co-Created with Dynaudio, Best-in-Class ANC, Immersive Spatial Audio, Up to 39 Hour Playtime with Charging case, Bluetooth 5.3\", \"asin\": \"B0BQ967JL7\", \"price\": \"$164.24\"},\n{\"title\": \"OnePlus Buds Z2 True Wireless Earbud Headphones-Touch Control with Charging Case,Active Noise Cancellation,IP55 Waterproof Stereo Earphones for Home,Sport, Obsidian Black\", \"asin\": \"B07XWCH6G6\", \"price\": \"$49.99\"},\n{\"title\": \"OnePlus Buds Pro 3, Wireless Bluetooth Earbuds, Noise Canceling Earbuds, Deep Bass, Immersive Sound, Up to 44 Hour Playtime with Charging case, Lunar Radiance\", \"asin\": \"B0DJHXZ68N\", \"price\": \"$169.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T21:00:53.203Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-11T21:00:53.203Z	purchase	B0B7SNTVLL	rule	train	1,307	2025-04-11T21:00:53.203Z	purchase	B0B7SNTVLL	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-07T18:20:58.895Z", "action": "click_product", "action_argument": "B09TQY66NH"} {"timestamp": "2025-04-07T18:21:07.489Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:09.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:11.554Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:20.876Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:23.221Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:26.657Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:28.786Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:33.343Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:34.956Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:37.571Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:21:40.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:22:00.904Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:22:05.849Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:11.128Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:22.832Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:23.064Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:37.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:23:51.588Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:24:03.015Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:28:34.381Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-07T18:28:55.536Z", "action": "purchase", "action_argument": "B09TQY66NH"} {"timestamp": "2025-04-07T18:29:17.580Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T18:29:24.162Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T18:29:25.277Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-07T19:14:18.292Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T20:15:33.578Z", "action": "click_product", "action_argument": "B000VOPG0E"} {"timestamp": "2025-04-08T20:15:51.067Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T20:15:53.952Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T20:15:54.521Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-11T03:49:53.180Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:50:31.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:53:27.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:53:41.354Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:54:04.938Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:54:47.156Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:55:03.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T03:55:14.375Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-11T19:41:05.616Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T19:42:30.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-11T19:42:44.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T19:43:31.289Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T19:44:14.384Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T20:08:21.248Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:08:23.144Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-11T20:08:27.771Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-11T20:08:38.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-11T20:56:29.975Z", "action": "input", "action_argument": "hair cutting scissors"} {"timestamp": "2025-04-11T20:56:47.908Z", "action": "input", "action_argument": "hair cutting scissors ayuliky"} {"timestamp": "2025-04-11T20:56:48.635Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:56:53.291Z", "action": "input", "action_argument": "hair cutting scissors set ayuliky"} {"timestamp": "2025-04-11T20:56:53.698Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:57:10.187Z", "action": "click_product", "action_argument": "B0CZDFXDPQ"} {"timestamp": "2025-04-11T20:57:17.933Z", "action": "purchase", "action_argument": "B0CZDFXDPQ"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-11T20:57:54.793Z", "action": "input", "action_argument": "extension cords"} {"timestamp": "2025-04-11T20:58:23.134Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:58:23.266Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:58:27.874Z", "action": "input", "action_argument": "rollers hair curlers"} {"timestamp": "2025-04-11T20:59:27.328Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-11T20:59:37.316Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:59:37.478Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T20:59:45.855Z", "action": "input", "action_argument": "headphones one plus"} {"timestamp": "2025-04-11T20:59:46.343Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T21:00:10.520Z", "action": "click_product", "action_argument": "B0B7SNTVLL"} <\|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": "headphones one plus"}], "cart_items": [{"title": "Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults", "asin": "B0CZDFXDPQ", "price": "$12.89", "quantity": "1"}], "product_details": [{"asin": "B0B7SNTVLL"}, {"title": "OnePlus Nord Wired Earphones"}, {"price": "$13.99"}, {"bullet_list": "Prepare Your Ears: We hope you\u2019re ready for head-rattling bass courtesy of 9.2mm dynamic drivers and a 0.42cc sound cavity for bigger, bolder audio. Buttons For Days: Nord Wired Earphones have an inline mic with button controls to give you complete mastery over your calls, media, and using your voice assistant. Get Jacked: Connect to everything from laptops to portable gaming consoles or your OnePlus Nord phone using the 3.5mm audio jack Comfort that\u2019s music to your ears: Nord Wired Earphones fit snugly in your ears for hours of comfortable listening with a rounded, ergonomic design and three pairs of interchangeable silicon tips."}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Style": "Earphones"}], "promotion_items": [{"title": "Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Silver", "asin": "B09XSDMT4F", "price": "$398.00", "quantity": ""}, {"title": "2 Pack Wired Headphones for iPhone Earbuds with 3.5mm Plug Earphones Built-in Micro...", "asin": "B0DQ781BS5", "price": "$16.98", "quantity": ""}, {"title": "N18 Neckband Bluetooth Earbuds, Wireless Bluetooth 5.2 Headphones with Microphone, ...", "asin": "B0B9MCKZJF", "price": "$25.99", "quantity": ""}, {"title": "Wired Earbuds with Microphone 5 Pack, in-Ear Headphones with Heavy Bass, High Sound...", "asin": "B09MQGTP7Y", "price": "$9.89", "quantity": ""}, {"title": "Sephia SP3060 Wired Headphones, HD Bass Driven Audio, Lightweight Aluminum Wired in Ear Earbud Headphones, S/M/L Ear Bud Tips, Earphone Case, 3.5mm Tangle-Free Cord, No Mic", "asin": "B0170RBJ9Q", "price": "$14.95", "quantity": ""}, {"title": "Wired Earbuds with Microphone, Wired Earphones in Ear Headphones HiFi Stereo, Power...", "asin": "B097B7PZ4B", "price": "$10.99", "quantity": ""}, {"title": "Headphones Wired, In-Ear Wired Earphones Earbuds, Half in Ear Headphones 3.5mm Jack, Wired Headphones with Microphone and Volume Control for iPhone, Samsung, Android, iPad,MP3,Most 3.5mm Audio Devices", "asin": "B0B2DTNYRJ", "price": "$12.99", "quantity": ""}, {"title": "ESR for iPhone 13 Case/iPhone 14 Case, Compatible with MagSafe, Built-in Camera Ring Stand, Military-Grade Protection, Magnetic Phone Case for iPhone 13/14, Classic Kickstand Case (HaloLock), Clear", "asin": "4448ffe8", "price": "$16.99", "quantity": ""}, {"title": "ESR for AirPods Pro Case (2023/2022/2019, 2nd/1st Gen), Compatible with Airpods Pro 2 (USB-C/Lightning Cable), MagSafe Ready, Magnetic Lid Lock, Full Drop Protection Cover with Lanyard, Black", "asin": "66105c2d", "price": "$14.39", "quantity": ""}, {"title": "Dokotoo Women's Casual Striped Long Sleeve Tops Crew Neck Knit Basic T Shirts", "asin": "2063d694", "price": "$12.73", "quantity": ""}, {"title": "ESR Metal Kickstand Case for iPhone Xs Max, [Vertical and Horizontal Stand] [Reinforced Drop Protection] Flexible Soft TPU for iPhone 6.5 inch(2018)(Jelly Clear)", "asin": "71fe6233", "price": "$8.49", "quantity": ""}, {"title": "ESR for AirPods Pro 2nd Generation Case (HaloLock), Compatible with Airpods Pro Case 2nd/1st Gen (2023/2022/2019), Compatible with MagSafe, Powerful Drop Protection, Magnetic Lid, Black", "asin": "0a5ce4ee", "price": "$9.99", "quantity": ""}, {"title": "Dokotoo Long Sleeve Spring Tops Oversized 2025 Trendy Round Crew Neck Casual Color Block Womens Shirts Blouses", "asin": "d0c59a41", "price": "$22.94", "quantity": ""}, {"title": "Hi-Res Extra Bass Earbuds Noise Isolating in-Ear Headphones Wired Earbuds with Microphone for iPhone, iPod, iPad, MP3, Huawei, Samsung, Lightweight Earphones with Volume Control 3.5mm Jack Headphones", "asin": "B083J88QRS", "price": "$11.99", "quantity": ""}, {"title": "Earphones compatiable with Samsung Galaxy S23 S23 Ultra \| S22 S22 Ultra \| S21 S21 U...", "asin": "B0C7HHWXW8", "price": "$19.99", "quantity": ""}, {"title": "Hmusic Sleep Earphones, Noise Isolation 3.5mm Sleep Headphones Wired, Lightweight Soft Silicone Earbuds with Mic for Insomnia, Side Sleeper, Snoring, Air Travel, Yoga, Relaxation, Meditation (Black)", "asin": "B0C69GHXND", "price": "$17.99", "quantity": ""}, {"title": "Wired Earbuds 4 Pack, Earbuds HiFi Stereo Wired Earphones Headphones with Microphon...", "asin": "B0DQWQXHG5", "price": "$9.99", "quantity": ""}, {"title": "Sephia SP3060 Wired Headphones, HD Bass Driven Audio, Lightweight Aluminum Wired in Ear Earbud Headphones, S/M/L Ear Bud Tips, Earphone Case, 3.5mm Tangle-Free Cord, No Mic", "asin": "B0170RBJ9Q", "price": "$14.95", "quantity": ""}, {"title": "Wired Earbuds with Microphone, Wired Earphones in Ear Headphones HiFi Stereo, Power...", "asin": "B097B7PZ4B", "price": "$10.99", "quantity": ""}, {"title": "N18 Neckband Bluetooth Earbuds, Wireless Bluetooth 5.2 Headphones with Microphone, ...", "asin": "B0B9MCKZJF", "price": "$25.99", "quantity": ""}], "comparison_items": [{"title": "OnePlus Nord Wired Earphones", "asin": "B0B7SNTVLL", "price": "$13.99"}, {"title": "Google Earbuds Wired Headset USB-C, Comfortable Fit, Inline Controls, Compatible with Type-C Phones - White", "asin": "B07J2KBZDS", "price": "$23.97"}, {"title": "OnePlus Buds Pro 3 Wireless Earbuds, Dual Drivers in-Ear Buds, Dual DACs, Dynaudio EQs, Up to 50dB Adaptive Noise Cancellation, Up to 43Hrs Battery (Midnight Opus)", "asin": "B0DBHX75C4", "price": "$159.00"}, {"title": "OnePlus Buds Pro 2 - Obsidian Black - Audiophile-Grade Sound Quality Co-Created with Dynaudio, Best-in-Class ANC, Immersive Spatial Audio, Up to 39 Hour Playtime with Charging case, Bluetooth 5.3", "asin": "B0BQ967JL7", "price": "$164.24"}, {"title": "OnePlus Buds Z2 True Wireless Earbud Headphones-Touch Control with Charging Case,Active Noise Cancellation,IP55 Waterproof Stereo Earphones for Home,Sport, Obsidian Black", "asin": "B07XWCH6G6", "price": "$49.99"}, {"title": "OnePlus Buds Pro 3, Wireless Bluetooth Earbuds, Noise Canceling Earbuds, Deep Bass, Immersive Sound, Up to 44 Hour Playtime with Charging case, Lunar Radiance", "asin": "B0DJHXZ68N", "price": "$169.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T21:00:53.203Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-11T21:00:53.203Z\",\"action\": \"purchase\",\"acion_argument\": \"B0B7SNTVLL\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-11T21:00:53.203Z\",\"action\": \"purchase\",\"acion_argument\": \"B0B7SNTVLL\",}</answer>", "index": 1307, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-07T18:20:58.895Z\", \"action\": \"click_product\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:21:07.489Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:09.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:11.554Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:20.876Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:23.221Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:26.657Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:28.786Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:33.343Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:34.956Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:37.571Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:21:40.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:00.904Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:22:05.849Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:11.128Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:22.832Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:23.064Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:37.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:23:51.588Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:24:03.015Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:34.381Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-07T18:28:55.536Z\", \"action\": \"purchase\", \"action_argument\": \"B09TQY66NH\"}\n{\"timestamp\": \"2025-04-07T18:29:17.580Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:24.162Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T18:29:25.277Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-07T19:14:18.292Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T20:15:33.578Z\", \"action\": \"click_product\", \"action_argument\": \"B000VOPG0E\"}\n{\"timestamp\": \"2025-04-08T20:15:51.067Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:53.952Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T20:15:54.521Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T03:49:53.180Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:50:31.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:27.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:53:41.354Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:04.938Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:54:47.156Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:03.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T03:55:14.375Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T19:41:05.616Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:42:30.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-11T19:42:44.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T19:43:31.289Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T19:44:14.384Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T20:08:21.248Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:08:23.144Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-11T20:08:27.771Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-11T20:08:38.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-11T20:56:29.975Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors\"}\n{\"timestamp\": \"2025-04-11T20:56:47.908Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:48.635Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:56:53.291Z\", \"action\": \"input\", \"action_argument\": \"hair cutting scissors set ayuliky\"}\n{\"timestamp\": \"2025-04-11T20:56:53.698Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:57:10.187Z\", \"action\": \"click_product\", \"action_argument\": \"B0CZDFXDPQ\"}\n{\"timestamp\": \"2025-04-11T20:57:17.933Z\", \"action\": \"purchase\", \"action_argument\": \"B0CZDFXDPQ\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-11T20:57:54.793Z\", \"action\": \"input\", \"action_argument\": \"extension cords\"}\n{\"timestamp\": \"2025-04-11T20:58:23.134Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:23.266Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:58:27.874Z\", \"action\": \"input\", \"action_argument\": \"rollers hair curlers\"}\n{\"timestamp\": \"2025-04-11T20:59:27.328Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-11T20:59:37.316Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:59:37.478Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T20:59:45.855Z\", \"action\": \"input\", \"action_argument\": \"headphones one plus\"}\n{\"timestamp\": \"2025-04-11T20:59:46.343Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T21:00:10.520Z\", \"action\": \"click_product\", \"action_argument\": \"B0B7SNTVLL\"}\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\"search_term\": [{\"term\": \"headphones one plus\"}],\n\"cart_items\": [{\"title\": \"Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults\", \"asin\": \"B0CZDFXDPQ\", \"price\": \"$12.89\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0B7SNTVLL\"},\n{\"title\": \"OnePlus Nord Wired Earphones\"},\n{\"price\": \"$13.99\"},\n{\"bullet_list\": \"Prepare Your Ears: We hope you\\u2019re ready for head-rattling bass courtesy of 9.2mm dynamic drivers and a 0.42cc sound cavity for bigger, bolder audio. Buttons For Days: Nord Wired Earphones have an inline mic with button controls to give you complete mastery over your calls, media, and using your voice assistant. Get Jacked: Connect to everything from laptops to portable gaming consoles or your OnePlus Nord phone using the 3.5mm audio jack Comfort that\\u2019s music to your ears: Nord Wired Earphones fit snugly in your ears for hours of comfortable listening with a rounded, ergonomic design and three pairs of interchangeable silicon tips.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Style\": \"Earphones\"}],\n\"promotion_items\": [{\"title\": \"Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Silver\", \"asin\": \"B09XSDMT4F\", \"price\": \"$398.00\", \"quantity\": \"\"},\n{\"title\": \"2 Pack Wired Headphones for iPhone Earbuds with 3.5mm Plug Earphones Built-in Micro...\", \"asin\": \"B0DQ781BS5\", \"price\": \"$16.98\", \"quantity\": \"\"},\n{\"title\": \"N18 Neckband Bluetooth Earbuds, Wireless Bluetooth 5.2 Headphones with Microphone, ...\", \"asin\": \"B0B9MCKZJF\", \"price\": \"$25.99\", \"quantity\": \"\"},\n{\"title\": \"Wired Earbuds with Microphone 5 Pack, in-Ear Headphones with Heavy Bass, High Sound...\", \"asin\": \"B09MQGTP7Y\", \"price\": \"$9.89\", \"quantity\": \"\"},\n{\"title\": \"Sephia SP3060 Wired Headphones, HD Bass Driven Audio, Lightweight Aluminum Wired in Ear Earbud Headphones, S/M/L Ear Bud Tips, Earphone Case, 3.5mm Tangle-Free Cord, No Mic\", \"asin\": \"B0170RBJ9Q\", \"price\": \"$14.95\", \"quantity\": \"\"},\n{\"title\": \"Wired Earbuds with Microphone, Wired Earphones in Ear Headphones HiFi Stereo, Power...\", \"asin\": \"B097B7PZ4B\", \"price\": \"$10.99\", \"quantity\": \"\"},\n{\"title\": \"Headphones Wired, In-Ear Wired Earphones Earbuds, Half in Ear Headphones 3.5mm Jack, Wired Headphones with Microphone and Volume Control for iPhone, Samsung, Android, iPad,MP3,Most 3.5mm Audio Devices\", \"asin\": \"B0B2DTNYRJ\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"ESR for iPhone 13 Case/iPhone 14 Case, Compatible with MagSafe, Built-in Camera Ring Stand, Military-Grade Protection, Magnetic Phone Case for iPhone 13/14, Classic Kickstand Case (HaloLock), Clear\", \"asin\": \"4448ffe8\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"ESR for AirPods Pro Case (2023/2022/2019, 2nd/1st Gen), Compatible with Airpods Pro 2 (USB-C/Lightning Cable), MagSafe Ready, Magnetic Lid Lock, Full Drop Protection Cover with Lanyard, Black\", \"asin\": \"66105c2d\", \"price\": \"$14.39\", \"quantity\": \"\"},\n{\"title\": \"Dokotoo Women's Casual Striped Long Sleeve Tops Crew Neck Knit Basic T Shirts\", \"asin\": \"2063d694\", \"price\": \"$12.73\", \"quantity\": \"\"},\n{\"title\": \"ESR Metal Kickstand Case for iPhone Xs Max, [Vertical and Horizontal Stand] [Reinforced Drop Protection] Flexible Soft TPU for iPhone 6.5 inch(2018)(Jelly Clear)\", \"asin\": \"71fe6233\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"ESR for AirPods Pro 2nd Generation Case (HaloLock), Compatible with Airpods Pro Case 2nd/1st Gen (2023/2022/2019), Compatible with MagSafe, Powerful Drop Protection, Magnetic Lid, Black\", \"asin\": \"0a5ce4ee\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Dokotoo Long Sleeve Spring Tops Oversized 2025 Trendy Round Crew Neck Casual Color Block Womens Shirts Blouses\", \"asin\": \"d0c59a41\", \"price\": \"$22.94\", \"quantity\": \"\"},\n{\"title\": \"Hi-Res Extra Bass Earbuds Noise Isolating in-Ear Headphones Wired Earbuds with Microphone for iPhone, iPod, iPad, MP3, Huawei, Samsung, Lightweight Earphones with Volume Control 3.5mm Jack Headphones\", \"asin\": \"B083J88QRS\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"Earphones compatiable with Samsung Galaxy S23 S23 Ultra \| S22 S22 Ultra \| S21 S21 U...\", \"asin\": \"B0C7HHWXW8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"Hmusic Sleep Earphones, Noise Isolation 3.5mm Sleep Headphones Wired, Lightweight Soft Silicone Earbuds with Mic for Insomnia, Side Sleeper, Snoring, Air Travel, Yoga, Relaxation, Meditation (Black)\", \"asin\": \"B0C69GHXND\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Wired Earbuds 4 Pack, Earbuds HiFi Stereo Wired Earphones Headphones with Microphon...\", \"asin\": \"B0DQWQXHG5\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Sephia SP3060 Wired Headphones, HD Bass Driven Audio, Lightweight Aluminum Wired in Ear Earbud Headphones, S/M/L Ear Bud Tips, Earphone Case, 3.5mm Tangle-Free Cord, No Mic\", \"asin\": \"B0170RBJ9Q\", \"price\": \"$14.95\", \"quantity\": \"\"},\n{\"title\": \"Wired Earbuds with Microphone, Wired Earphones in Ear Headphones HiFi Stereo, Power...\", \"asin\": \"B097B7PZ4B\", \"price\": \"$10.99\", \"quantity\": \"\"},\n{\"title\": \"N18 Neckband Bluetooth Earbuds, Wireless Bluetooth 5.2 Headphones with Microphone, ...\", \"asin\": \"B0B9MCKZJF\", \"price\": \"$25.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"OnePlus Nord Wired Earphones\", \"asin\": \"B0B7SNTVLL\", \"price\": \"$13.99\"},\n{\"title\": \"Google Earbuds Wired Headset USB-C, Comfortable Fit, Inline Controls, Compatible with Type-C Phones - White\", \"asin\": \"B07J2KBZDS\", \"price\": \"$23.97\"},\n{\"title\": \"OnePlus Buds Pro 3 Wireless Earbuds, Dual Drivers in-Ear Buds, Dual DACs, Dynaudio EQs, Up to 50dB Adaptive Noise Cancellation, Up to 43Hrs Battery (Midnight Opus)\", \"asin\": \"B0DBHX75C4\", \"price\": \"$159.00\"},\n{\"title\": \"OnePlus Buds Pro 2 - Obsidian Black - Audiophile-Grade Sound Quality Co-Created with Dynaudio, Best-in-Class ANC, Immersive Spatial Audio, Up to 39 Hour Playtime with Charging case, Bluetooth 5.3\", \"asin\": \"B0BQ967JL7\", \"price\": \"$164.24\"},\n{\"title\": \"OnePlus Buds Z2 True Wireless Earbud Headphones-Touch Control with Charging Case,Active Noise Cancellation,IP55 Waterproof Stereo Earphones for Home,Sport, Obsidian Black\", \"asin\": \"B07XWCH6G6\", \"price\": \"$49.99\"},\n{\"title\": \"OnePlus Buds Pro 3, Wireless Bluetooth Earbuds, Noise Canceling Earbuds, Deep Bass, Immersive Sound, Up to 44 Hour Playtime with Charging case, Lunar Radiance\", \"asin\": \"B0DJHXZ68N\", \"price\": \"$169.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T21:00:53.203Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:44:18.941Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-27T18:44:18.941Z	click	search	rule	train	1,308	2025-03-27T18:44:18.941Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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\|> <\|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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-27T18:44:18.941Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-27T18:44:18.941Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-27T18:44:18.941Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1308, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:44:18.941Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"battery\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:44:21.494Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-27T18:44:21.494Z	click	search	rule	train	1,309	2025-03-27T18:44:21.494Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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\|> <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} <\|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": "battery"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-27T18:44:21.494Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-27T18:44:21.494Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-27T18:44:21.494Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1309, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"battery\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:44:21.494Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"battery\"}],\n\"promotion_items\": [{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\\n56 Count (Pack of 1)\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"quantity\": \"\"},\n{\"title\": \"Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVD1GF\", \"price\": \"$15.10\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power D Batteries 12 Count (Pack of 1), Long-Lasting Alkaline Size D Batteries\", \"asin\": \"B09RTVHM2Q\", \"price\": \"$22.28\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power C Batteries (12 Pack), Long-Lasting Alkaline C Cell Batteries\\n12 Count (Pack of 1)\", \"asin\": \"B09RTVZGXV\", \"price\": \"$22.49\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Duracell Coppertop AA Batteries with Power Boost Ingredients, 20 Count Pack Double A Battery with Long-lasting Power, Alkaline AA Battery for Household and Office Devices\", \"asin\": \"B002UXRXEG\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\"}],\n\"search_results\": [{\"title\": \"Amazon Basics 6-Pack CR2025 Lithium Coin Cell Battery, 3 Volt, Long Lasting Power, Mercury-Free\", \"asin\": \"B08J4SX2QV\", \"price\": \"$5.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\", \"asin\": \"B09RTVD1GF\", \"price\": \"$15.10\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 48-Pack AA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life\", \"asin\": \"B00MNV8E0C\", \"price\": \"$14.36\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)\", \"asin\": \"B00LH3DMUO\", \"price\": \"$13.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\", \"asin\": \"B09RTVD1GF\", \"price\": \"$15.10\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AA Batteries with Power Boost Ingredients, 24 Count Pack Double A Battery with Long-lasting Power, Alkaline AA Battery for Household and Office Devices\", \"asin\": \"B0035LCFNQ\", \"price\": \"$18.63\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"Amazon Basics 8-Pack 9V Alkaline Batteries, 5-Year Shelf Life - for Smoke/CO Detector, Electronics & Audio\", \"asin\": \"B00MH4QM1S\", \"price\": \"$12.34\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 100-Pack AA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life\", \"asin\": \"B01B8R6PF2\", \"price\": \"$25.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Interstate Batteries Group 24F Car Battery Replacement (MT-24F) 12V, 600 CCA, 24 Month Warranty, Replacement Automotive Battery for Cars, Trucks, SUVs, Minivans\", \"asin\": \"B0B89W87MT\", \"price\": \"$226.95\", \"delivery\": \"$9.99 delivery Mar 31 - Apr 2 Only 5 left in stock - order soon.\"},\n{\"title\": \"Duracell Coppertop C Batteries, 10 Count (Pack of 1), C Battery with Long-lasting Power, All-Purpose Alkaline C Battery for Household and Office Devices\", \"asin\": \"B0B1DGF6WZ\", \"price\": \"$21.31\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power C Batteries (12 Pack), Long-Lasting Alkaline C Cell Batteries\", \"asin\": \"B09RTVZGXV\", \"price\": \"$22.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"LiCB CR2032 3V Lithium Battery(10-Pack)\", \"asin\": \"B071D4DKTZ\", \"price\": \"$5.09\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 24 Count Pack Triple A Battery with Long-Lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B004K95PBQ\", \"price\": \"$18.64\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell - CopperTop AA Alkaline Batteries - Long Lasting, All-Purpose Double A Battery for Household and Business, 4 Batteries, Power Remotes, Toys, and More, Reliable and Trustworthy\", \"asin\": \"B00000JHQ6\", \"price\": \"$4.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Litime 12V 460Ah LiFePO4 Lithium Iron Phosphate Battery Group 8D Built-in 250A BMS, 5.8KWh High Energy Automotive Battery for RV, Solar, Marine, Off-Grid, and Backup Power Systems\", \"asin\": \"B0C7G3YNV6\", \"price\": \"$1,019.99\", \"delivery\": \"FREE delivery Apr 1 - 2\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer D Batteries, D Cell Battery Premium Alkaline, 8 Count\", \"asin\": \"B000JCCT9Y\", \"price\": \"$14.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"12.8V 100Ah LiFePO4 Solar Battery Bluetooth, Rechargeable Lithium Battery 15000+ Deep Cycles with 100A BMS, 1.28kWh, Perfect for Trolling Motors, RVs, Van and Solar Home Energy Storage\", \"asin\": \"B0DRYD7ZXD\", \"delivery\": \"FREE delivery Apr 1 - 3\"},\n{\"title\": \"Duracell Coppertop AA Batteries with Power Boost ingredients, 28 Count (Pack of 1). Re-closable pack for quick, easy access and organized storage. Double A Battery with Long-lasting Power\", \"asin\": \"B0B1DF9NVJ\", \"price\": \"$21.75\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"Weize Platinum AGM Battery BCI Group 94R - 12v 80ah H7 Size 94R Automotive Battery, 140RC, 850CCA, 36 Months Warranty\", \"asin\": \"B0CBQ4GR6T\", \"price\": \"$169.99\", \"delivery\": \"FREE delivery Apr 1 - 3\"},\n{\"title\": \"Amazon Basics AA & AAA High-Performance Alkaline Batteries Value Pack - 24 Double AA Batteries and 24 Triple AAA Batteries (48 Count)\", \"asin\": \"B094D3JGLT\", \"price\": \"$13.54\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Weize Platinum AGM Battery BCI Group 35 Automotive Battery, 100RC, 650CCA, 36 Months Warranty\", \"asin\": \"B0D6YS7396\", \"price\": \"$169.99\", \"delivery\": \"FREE delivery Apr 1 - 3\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ACDelco Gold 48AGM (88864541) 36 Month Warranty AGM BCI Group 48 Battery\", \"asin\": \"B008FWCLHU\", \"price\": \"$180.99\", \"delivery\": \"FREE delivery Tue, Apr 1\"},\n{\"title\": \"EBL Lithium YTZ10S-BS, 180CCA Lithium LiFePO4 Motorcycle Battery, 12V 6Ah ATV, UTV, Jet Ski, 4 Wheeler, Quad, Riding Lawn Mower, Tractor, Scooter, PWC, Seadoo, Polaris and Generator Battery\", \"asin\": \"B0DMSBP4S7\", \"price\": \"$67.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 14 left in stock - order soon.\"},\n{\"title\": \"Amazon Basics 24-Pack D Cell Alkaline All-Purpose Batteries, 1.5 Volt, 5-Year Shelf Life\", \"asin\": \"B077462NSR\", \"price\": \"$24.22\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Powermax 24-Count Double AA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B0BFFNZLYY\", \"price\": \"$7.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop 9V Battery, 2 Count Pack, 9-Volt Battery with Long-lasting Power, All-Purpose Alkaline 9V Battery for Household and Office Devices\", \"asin\": \"B00000JHQG\", \"price\": \"$8.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"12.8V 100Ah LiFePO4 Battery, Built-in 100A BMS, Max.1280Wh Lithium Iron Phosphate Battery with Up to 15000 Cycles & 10 Years Lifespan for RV, Camper, Solar Energy, Off Grid, Trolling Motor\", \"asin\": \"B0CCRN5KBX\", \"price\": \"$125.99\", \"delivery\": \"FREE delivery Mar 31 - Apr 1\"},\n{\"title\": \"Energizer Ultimate Lithium AA 12 Battery Super Pack.\", \"asin\": \"B0044P3J2I\", \"price\": \"$29.89\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA Batteries, Max Double A Battery Alkaline, 24 Count\", \"asin\": \"B07TXNX6S2\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Mighty Max Battery YTX14-BS - 12 Volt 12 AH, 200 CCA, Rechargeable Maintenance Free SLA AGM Motorcycle Battery\", \"asin\": \"B00K537T9C\", \"price\": \"$39.00\", \"delivery\": \"FREE delivery Tue, Apr 1 Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power 9 Volt Batteries (8 Pack), Long-Lasting Alkaline 9V Batteries\", \"asin\": \"B09RTTQZJG\", \"price\": \"$19.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop D Batteries, 8 Count Pack, D Battery with Long-lasting Power, All-Purpose Alkaline D Battery for Household and Office Devices\", \"asin\": \"B00164H4AI\", \"price\": \"$16.98\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"ACDelco 100-Count AA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B004SCA15K\", \"price\": \"$27.70\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Mighty Max Battery ML7-12 - 12 Volt 7.2 AH, F1 Terminal, Rechargeable SLA AGM Battery\", \"asin\": \"B00K8V30D0\", \"price\": \"$19.00\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"asin\": \"B09F8LSBVP\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:44:23.255Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-27T18:44:23.255Z	click	search	rule	train	1,310	2025-03-27T18:44:23.255Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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\|> <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} <\|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": "battery"}], "promotion_items": [{"title": "Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\n56 Count (Pack of 1)", "asin": "B0B2KWJ252", "price": "$31.92", "quantity": ""}, {"title": "Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\n32 Count (Pack of 1)", "asin": "B09RTVN5GN", "price": "$15.18", "quantity": ""}, {"title": "Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\n32 Count (Pack of 1)", "asin": "B09RTVD1GF", "price": "$15.10", "quantity": ""}, {"title": "Energizer Alkaline Power D Batteries 12 Count (Pack of 1), Long-Lasting Alkaline Size D Batteries", "asin": "B09RTVHM2Q", "price": "$22.28", "quantity": ""}, {"title": "Energizer Alkaline Power C Batteries (12 Pack), Long-Lasting Alkaline C Cell Batteries\n12 Count (Pack of 1)", "asin": "B09RTVZGXV", "price": "$22.49", "quantity": ""}], "ads": [{"title": "Duracell Coppertop AA Batteries with Power Boost Ingredients, 20 Count Pack Double A Battery with Long-lasting Power, Alkaline AA Battery for Household and Office Devices", "asin": "B002UXRXEG"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B002UXRXE6"}, {"title": "Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.", "asin": "B0B2KWJ252"}], "search_results": [{"title": "Amazon Basics 6-Pack CR2025 Lithium Coin Cell Battery, 3 Volt, Long Lasting Power, Mercury-Free", "asin": "B08J4SX2QV", "price": "$5.97", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.", "asin": "B0B2KWJ252", "price": "$31.92", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries", "asin": "B09RTVN5GN", "price": "$15.18", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count", "asin": "B09RTVD1GF", "price": "$15.10", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Amazon Basics 48-Pack AA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life", "asin": "B00MNV8E0C", "price": "$14.36", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)", "asin": "B00LH3DMUO", "price": "$13.85", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B002UXRXE6", "price": "$11.18", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count", "asin": "B09RTVD1GF", "price": "$15.10", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AA Batteries with Power Boost Ingredients, 24 Count Pack Double A Battery with Long-lasting Power, Alkaline AA Battery for Household and Office Devices", "asin": "B0035LCFNQ", "price": "$18.63", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup"}, {"title": "Amazon Basics 8-Pack 9V Alkaline Batteries, 5-Year Shelf Life - for Smoke/CO Detector, Electronics & Audio", "asin": "B00MH4QM1S", "price": "$12.34", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Amazon Basics 100-Pack AA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life", "asin": "B01B8R6PF2", "price": "$25.85", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Interstate Batteries Group 24F Car Battery Replacement (MT-24F) 12V, 600 CCA, 24 Month Warranty, Replacement Automotive Battery for Cars, Trucks, SUVs, Minivans", "asin": "B0B89W87MT", "price": "$226.95", "delivery": "$9.99 delivery Mar 31 - Apr 2 Only 5 left in stock - order soon."}, {"title": "Duracell Coppertop C Batteries, 10 Count (Pack of 1), C Battery with Long-lasting Power, All-Purpose Alkaline C Battery for Household and Office Devices", "asin": "B0B1DGF6WZ", "price": "$21.31", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer Alkaline Power C Batteries (12 Pack), Long-Lasting Alkaline C Cell Batteries", "asin": "B09RTVZGXV", "price": "$22.49", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries", "asin": "B087GMJXMC", "price": "$23.06", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "LiCB CR2032 3V Lithium Battery(10-Pack)", "asin": "B071D4DKTZ", "price": "$5.09", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 24 Count Pack Triple A Battery with Long-Lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B004K95PBQ", "price": "$18.64", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell - CopperTop AA Alkaline Batteries - Long Lasting, All-Purpose Double A Battery for Household and Business, 4 Batteries, Power Remotes, Toys, and More, Reliable and Trustworthy", "asin": "B00000JHQ6", "price": "$4.97", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Litime 12V 460Ah LiFePO4 Lithium Iron Phosphate Battery Group 8D Built-in 250A BMS, 5.8KWh High Energy Automotive Battery for RV, Solar, Marine, Off-Grid, and Backup Power Systems", "asin": "B0C7G3YNV6", "price": "$1,019.99", "delivery": "FREE delivery Apr 1 - 2"}, {"title": "Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries", "asin": "B087GMJXMC", "price": "$23.06", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer D Batteries, D Cell Battery Premium Alkaline, 8 Count", "asin": "B000JCCT9Y", "price": "$14.97", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "12.8V 100Ah LiFePO4 Solar Battery Bluetooth, Rechargeable Lithium Battery 15000+ Deep Cycles with 100A BMS, 1.28kWh, Perfect for Trolling Motors, RVs, Van and Solar Home Energy Storage", "asin": "B0DRYD7ZXD", "delivery": "FREE delivery Apr 1 - 3"}, {"title": "Duracell Coppertop AA Batteries with Power Boost ingredients, 28 Count (Pack of 1). Re-closable pack for quick, easy access and organized storage. Double A Battery with Long-lasting Power", "asin": "B0B1DF9NVJ", "price": "$21.75", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup"}, {"title": "Weize Platinum AGM Battery BCI Group 94R - 12v 80ah H7 Size 94R Automotive Battery, 140RC, 850CCA, 36 Months Warranty", "asin": "B0CBQ4GR6T", "price": "$169.99", "delivery": "FREE delivery Apr 1 - 3"}, {"title": "Amazon Basics AA & AAA High-Performance Alkaline Batteries Value Pack - 24 Double AA Batteries and 24 Triple AAA Batteries (48 Count)", "asin": "B094D3JGLT", "price": "$13.54", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Weize Platinum AGM Battery BCI Group 35 Automotive Battery, 100RC, 650CCA, 36 Months Warranty", "asin": "B0D6YS7396", "price": "$169.99", "delivery": "FREE delivery Apr 1 - 3"}, {"title": "Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries", "asin": "B09RTVN5GN", "price": "$15.18", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "ACDelco Gold 48AGM (88864541) 36 Month Warranty AGM BCI Group 48 Battery", "asin": "B008FWCLHU", "price": "$180.99", "delivery": "FREE delivery Tue, Apr 1"}, {"title": "EBL Lithium YTZ10S-BS, 180CCA Lithium LiFePO4 Motorcycle Battery, 12V 6Ah ATV, UTV, Jet Ski, 4 Wheeler, Quad, Riding Lawn Mower, Tractor, Scooter, PWC, Seadoo, Polaris and Generator Battery", "asin": "B0DMSBP4S7", "price": "$67.99", "delivery": "FREE delivery Wed, Apr 2 Only 14 left in stock - order soon."}, {"title": "Amazon Basics 24-Pack D Cell Alkaline All-Purpose Batteries, 1.5 Volt, 5-Year Shelf Life", "asin": "B077462NSR", "price": "$24.22", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Powermax 24-Count Double AA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging", "asin": "B0BFFNZLYY", "price": "$7.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop 9V Battery, 2 Count Pack, 9-Volt Battery with Long-lasting Power, All-Purpose Alkaline 9V Battery for Household and Office Devices", "asin": "B00000JHQG", "price": "$8.97", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup"}, {"title": "12.8V 100Ah LiFePO4 Battery, Built-in 100A BMS, Max.1280Wh Lithium Iron Phosphate Battery with Up to 15000 Cycles & 10 Years Lifespan for RV, Camper, Solar Energy, Off Grid, Trolling Motor", "asin": "B0CCRN5KBX", "price": "$125.99", "delivery": "FREE delivery Mar 31 - Apr 1"}, {"title": "Energizer Ultimate Lithium AA 12 Battery Super Pack.", "asin": "B0044P3J2I", "price": "$29.89", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer AA Batteries, Max Double A Battery Alkaline, 24 Count", "asin": "B07TXNX6S2", "price": "$14.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Mighty Max Battery YTX14-BS - 12 Volt 12 AH, 200 CCA, Rechargeable Maintenance Free SLA AGM Motorcycle Battery", "asin": "B00K537T9C", "price": "$39.00", "delivery": "FREE delivery Tue, Apr 1 Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer Alkaline Power 9 Volt Batteries (8 Pack), Long-Lasting Alkaline 9V Batteries", "asin": "B09RTTQZJG", "price": "$19.18", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop D Batteries, 8 Count Pack, D Battery with Long-lasting Power, All-Purpose Alkaline D Battery for Household and Office Devices", "asin": "B00164H4AI", "price": "$16.98", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup"}, {"title": "ACDelco 100-Count AA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging", "asin": "B004SCA15K", "price": "$27.70", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Mighty Max Battery ML7-12 - 12 Volt 7.2 AH, F1 Terminal, Rechargeable SLA AGM Battery", "asin": "B00K8V30D0", "price": "$19.00", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"asin": "B09F8LSBVP"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-27T18:44:23.255Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-27T18:44:23.255Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-27T18:44:23.255Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1310, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"battery\"}],\n\"promotion_items\": [{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\\n56 Count (Pack of 1)\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"quantity\": \"\"},\n{\"title\": \"Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVD1GF\", \"price\": \"$15.10\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power D Batteries 12 Count (Pack of 1), Long-Lasting Alkaline Size D Batteries\", \"asin\": \"B09RTVHM2Q\", \"price\": \"$22.28\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power C Batteries (12 Pack), Long-Lasting Alkaline C Cell Batteries\\n12 Count (Pack of 1)\", \"asin\": \"B09RTVZGXV\", \"price\": \"$22.49\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Duracell Coppertop AA Batteries with Power Boost Ingredients, 20 Count Pack Double A Battery with Long-lasting Power, Alkaline AA Battery for Household and Office Devices\", \"asin\": \"B002UXRXEG\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\"}],\n\"search_results\": [{\"title\": \"Amazon Basics 6-Pack CR2025 Lithium Coin Cell Battery, 3 Volt, Long Lasting Power, Mercury-Free\", \"asin\": \"B08J4SX2QV\", \"price\": \"$5.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\", \"asin\": \"B09RTVD1GF\", \"price\": \"$15.10\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 48-Pack AA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life\", \"asin\": \"B00MNV8E0C\", \"price\": \"$14.36\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)\", \"asin\": \"B00LH3DMUO\", \"price\": \"$13.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\", \"asin\": \"B09RTVD1GF\", \"price\": \"$15.10\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AA Batteries with Power Boost Ingredients, 24 Count Pack Double A Battery with Long-lasting Power, Alkaline AA Battery for Household and Office Devices\", \"asin\": \"B0035LCFNQ\", \"price\": \"$18.63\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"Amazon Basics 8-Pack 9V Alkaline Batteries, 5-Year Shelf Life - for Smoke/CO Detector, Electronics & Audio\", \"asin\": \"B00MH4QM1S\", \"price\": \"$12.34\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 100-Pack AA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life\", \"asin\": \"B01B8R6PF2\", \"price\": \"$25.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Interstate Batteries Group 24F Car Battery Replacement (MT-24F) 12V, 600 CCA, 24 Month Warranty, Replacement Automotive Battery for Cars, Trucks, SUVs, Minivans\", \"asin\": \"B0B89W87MT\", \"price\": \"$226.95\", \"delivery\": \"$9.99 delivery Mar 31 - Apr 2 Only 5 left in stock - order soon.\"},\n{\"title\": \"Duracell Coppertop C Batteries, 10 Count (Pack of 1), C Battery with Long-lasting Power, All-Purpose Alkaline C Battery for Household and Office Devices\", \"asin\": \"B0B1DGF6WZ\", \"price\": \"$21.31\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power C Batteries (12 Pack), Long-Lasting Alkaline C Cell Batteries\", \"asin\": \"B09RTVZGXV\", \"price\": \"$22.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"LiCB CR2032 3V Lithium Battery(10-Pack)\", \"asin\": \"B071D4DKTZ\", \"price\": \"$5.09\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 24 Count Pack Triple A Battery with Long-Lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B004K95PBQ\", \"price\": \"$18.64\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell - CopperTop AA Alkaline Batteries - Long Lasting, All-Purpose Double A Battery for Household and Business, 4 Batteries, Power Remotes, Toys, and More, Reliable and Trustworthy\", \"asin\": \"B00000JHQ6\", \"price\": \"$4.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Litime 12V 460Ah LiFePO4 Lithium Iron Phosphate Battery Group 8D Built-in 250A BMS, 5.8KWh High Energy Automotive Battery for RV, Solar, Marine, Off-Grid, and Backup Power Systems\", \"asin\": \"B0C7G3YNV6\", \"price\": \"$1,019.99\", \"delivery\": \"FREE delivery Apr 1 - 2\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer D Batteries, D Cell Battery Premium Alkaline, 8 Count\", \"asin\": \"B000JCCT9Y\", \"price\": \"$14.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"12.8V 100Ah LiFePO4 Solar Battery Bluetooth, Rechargeable Lithium Battery 15000+ Deep Cycles with 100A BMS, 1.28kWh, Perfect for Trolling Motors, RVs, Van and Solar Home Energy Storage\", \"asin\": \"B0DRYD7ZXD\", \"delivery\": \"FREE delivery Apr 1 - 3\"},\n{\"title\": \"Duracell Coppertop AA Batteries with Power Boost ingredients, 28 Count (Pack of 1). Re-closable pack for quick, easy access and organized storage. Double A Battery with Long-lasting Power\", \"asin\": \"B0B1DF9NVJ\", \"price\": \"$21.75\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"Weize Platinum AGM Battery BCI Group 94R - 12v 80ah H7 Size 94R Automotive Battery, 140RC, 850CCA, 36 Months Warranty\", \"asin\": \"B0CBQ4GR6T\", \"price\": \"$169.99\", \"delivery\": \"FREE delivery Apr 1 - 3\"},\n{\"title\": \"Amazon Basics AA & AAA High-Performance Alkaline Batteries Value Pack - 24 Double AA Batteries and 24 Triple AAA Batteries (48 Count)\", \"asin\": \"B094D3JGLT\", \"price\": \"$13.54\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Weize Platinum AGM Battery BCI Group 35 Automotive Battery, 100RC, 650CCA, 36 Months Warranty\", \"asin\": \"B0D6YS7396\", \"price\": \"$169.99\", \"delivery\": \"FREE delivery Apr 1 - 3\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ACDelco Gold 48AGM (88864541) 36 Month Warranty AGM BCI Group 48 Battery\", \"asin\": \"B008FWCLHU\", \"price\": \"$180.99\", \"delivery\": \"FREE delivery Tue, Apr 1\"},\n{\"title\": \"EBL Lithium YTZ10S-BS, 180CCA Lithium LiFePO4 Motorcycle Battery, 12V 6Ah ATV, UTV, Jet Ski, 4 Wheeler, Quad, Riding Lawn Mower, Tractor, Scooter, PWC, Seadoo, Polaris and Generator Battery\", \"asin\": \"B0DMSBP4S7\", \"price\": \"$67.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 14 left in stock - order soon.\"},\n{\"title\": \"Amazon Basics 24-Pack D Cell Alkaline All-Purpose Batteries, 1.5 Volt, 5-Year Shelf Life\", \"asin\": \"B077462NSR\", \"price\": \"$24.22\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Powermax 24-Count Double AA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B0BFFNZLYY\", \"price\": \"$7.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop 9V Battery, 2 Count Pack, 9-Volt Battery with Long-lasting Power, All-Purpose Alkaline 9V Battery for Household and Office Devices\", \"asin\": \"B00000JHQG\", \"price\": \"$8.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"12.8V 100Ah LiFePO4 Battery, Built-in 100A BMS, Max.1280Wh Lithium Iron Phosphate Battery with Up to 15000 Cycles & 10 Years Lifespan for RV, Camper, Solar Energy, Off Grid, Trolling Motor\", \"asin\": \"B0CCRN5KBX\", \"price\": \"$125.99\", \"delivery\": \"FREE delivery Mar 31 - Apr 1\"},\n{\"title\": \"Energizer Ultimate Lithium AA 12 Battery Super Pack.\", \"asin\": \"B0044P3J2I\", \"price\": \"$29.89\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA Batteries, Max Double A Battery Alkaline, 24 Count\", \"asin\": \"B07TXNX6S2\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Mighty Max Battery YTX14-BS - 12 Volt 12 AH, 200 CCA, Rechargeable Maintenance Free SLA AGM Motorcycle Battery\", \"asin\": \"B00K537T9C\", \"price\": \"$39.00\", \"delivery\": \"FREE delivery Tue, Apr 1 Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power 9 Volt Batteries (8 Pack), Long-Lasting Alkaline 9V Batteries\", \"asin\": \"B09RTTQZJG\", \"price\": \"$19.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop D Batteries, 8 Count Pack, D Battery with Long-lasting Power, All-Purpose Alkaline D Battery for Household and Office Devices\", \"asin\": \"B00164H4AI\", \"price\": \"$16.98\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"ACDelco 100-Count AA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B004SCA15K\", \"price\": \"$27.70\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Mighty Max Battery ML7-12 - 12 Volt 7.2 AH, F1 Terminal, Rechargeable SLA AGM Battery\", \"asin\": \"B00K8V30D0\", \"price\": \"$19.00\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"asin\": \"B09F8LSBVP\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:44:23.255Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"batteryAAAA\"}],\n\"promotion_items\": [{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\\n56 Count (Pack of 1)\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"quantity\": \"\"},\n{\"title\": \"Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVD1GF\", \"price\": \"$15.10\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power D Batteries 12 Count (Pack of 1), Long-Lasting Alkaline Size D Batteries\", \"asin\": \"B09RTVHM2Q\", \"price\": \"$22.28\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power C Batteries (12 Pack), Long-Lasting Alkaline C Cell Batteries\\n12 Count (Pack of 1)\", \"asin\": \"B09RTVZGXV\", \"price\": \"$22.49\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\\n56 Count (Pack of 1)\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"quantity\": \"\"},\n{\"title\": \"Litime 12V 460Ah LiFePO4 Lithium Iron Phosphate Battery Group 8D Built-in 250A BMS, 5.8KWh High Energy Automotive Battery for RV, Solar, Marine, Off-Grid, and Backup Power Systems\", \"asin\": \"B0C7G3YNV6\", \"price\": \"$1,019.99\", \"quantity\": \"\"},\n{\"title\": \"Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVD1GF\", \"price\": \"$15.10\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop C Batteries, 10 Count (Pack of 1), C Battery with Long-lasting Power, All-Purpose Alkaline C Battery for Household and Office Devices\\n10 Count (Pack of 1)\", \"asin\": \"B0B1DGF6WZ\", \"price\": \"$21.31\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Duracell Coppertop AA Batteries with Power Boost Ingredients, 20 Count Pack Double A Battery with Long-lasting Power, Alkaline AA Battery for Household and Office Devices\", \"asin\": \"B002UXRXEG\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\"}],\n\"search_results\": [{\"title\": \"Amazon Basics 6-Pack CR2025 Lithium Coin Cell Battery, 3 Volt, Long Lasting Power, Mercury-Free\", \"asin\": \"B08J4SX2QV\", \"price\": \"$5.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\", \"asin\": \"B09RTVD1GF\", \"price\": \"$15.10\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 48-Pack AA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life\", \"asin\": \"B00MNV8E0C\", \"price\": \"$14.36\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)\", \"asin\": \"B00LH3DMUO\", \"price\": \"$13.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\", \"asin\": \"B09RTVD1GF\", \"price\": \"$15.10\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AA Batteries with Power Boost Ingredients, 24 Count Pack Double A Battery with Long-lasting Power, Alkaline AA Battery for Household and Office Devices\", \"asin\": \"B0035LCFNQ\", \"price\": \"$18.63\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"Amazon Basics 8-Pack 9V Alkaline Batteries, 5-Year Shelf Life - for Smoke/CO Detector, Electronics & Audio\", \"asin\": \"B00MH4QM1S\", \"price\": \"$12.34\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 100-Pack AA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life\", \"asin\": \"B01B8R6PF2\", \"price\": \"$25.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Interstate Batteries Group 24F Car Battery Replacement (MT-24F) 12V, 600 CCA, 24 Month Warranty, Replacement Automotive Battery for Cars, Trucks, SUVs, Minivans\", \"asin\": \"B0B89W87MT\", \"price\": \"$226.95\", \"delivery\": \"$9.99 delivery Mar 31 - Apr 2 Only 5 left in stock - order soon.\"},\n{\"title\": \"Duracell Coppertop C Batteries, 10 Count (Pack of 1), C Battery with Long-lasting Power, All-Purpose Alkaline C Battery for Household and Office Devices\", \"asin\": \"B0B1DGF6WZ\", \"price\": \"$21.31\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power C Batteries (12 Pack), Long-Lasting Alkaline C Cell Batteries\", \"asin\": \"B09RTVZGXV\", \"price\": \"$22.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"LiCB CR2032 3V Lithium Battery(10-Pack)\", \"asin\": \"B071D4DKTZ\", \"price\": \"$5.09\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 24 Count Pack Triple A Battery with Long-Lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B004K95PBQ\", \"price\": \"$18.64\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell - CopperTop AA Alkaline Batteries - Long Lasting, All-Purpose Double A Battery for Household and Business, 4 Batteries, Power Remotes, Toys, and More, Reliable and Trustworthy\", \"asin\": \"B00000JHQ6\", \"price\": \"$4.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Litime 12V 460Ah LiFePO4 Lithium Iron Phosphate Battery Group 8D Built-in 250A BMS, 5.8KWh High Energy Automotive Battery for RV, Solar, Marine, Off-Grid, and Backup Power Systems\", \"asin\": \"B0C7G3YNV6\", \"price\": \"$1,019.99\", \"delivery\": \"FREE delivery Apr 1 - 2\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer D Batteries, D Cell Battery Premium Alkaline, 8 Count\", \"asin\": \"B000JCCT9Y\", \"price\": \"$14.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"12.8V 100Ah LiFePO4 Solar Battery Bluetooth, Rechargeable Lithium Battery 15000+ Deep Cycles with 100A BMS, 1.28kWh, Perfect for Trolling Motors, RVs, Van and Solar Home Energy Storage\", \"asin\": \"B0DRYD7ZXD\", \"delivery\": \"FREE delivery Apr 1 - 3\"},\n{\"title\": \"Duracell Coppertop AA Batteries with Power Boost ingredients, 28 Count (Pack of 1). Re-closable pack for quick, easy access and organized storage. Double A Battery with Long-lasting Power\", \"asin\": \"B0B1DF9NVJ\", \"price\": \"$21.75\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"Weize Platinum AGM Battery BCI Group 94R - 12v 80ah H7 Size 94R Automotive Battery, 140RC, 850CCA, 36 Months Warranty\", \"asin\": \"B0CBQ4GR6T\", \"price\": \"$169.99\", \"delivery\": \"FREE delivery Apr 1 - 3\"},\n{\"title\": \"Amazon Basics AA & AAA High-Performance Alkaline Batteries Value Pack - 24 Double AA Batteries and 24 Triple AAA Batteries (48 Count)\", \"asin\": \"B094D3JGLT\", \"price\": \"$13.54\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Weize Platinum AGM Battery BCI Group 35 Automotive Battery, 100RC, 650CCA, 36 Months Warranty\", \"asin\": \"B0D6YS7396\", \"price\": \"$169.99\", \"delivery\": \"FREE delivery Apr 1 - 3\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ACDelco Gold 48AGM (88864541) 36 Month Warranty AGM BCI Group 48 Battery\", \"asin\": \"B008FWCLHU\", \"price\": \"$180.99\", \"delivery\": \"FREE delivery Tue, Apr 1\"},\n{\"title\": \"EBL Lithium YTZ10S-BS, 180CCA Lithium LiFePO4 Motorcycle Battery, 12V 6Ah ATV, UTV, Jet Ski, 4 Wheeler, Quad, Riding Lawn Mower, Tractor, Scooter, PWC, Seadoo, Polaris and Generator Battery\", \"asin\": \"B0DMSBP4S7\", \"price\": \"$67.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 14 left in stock - order soon.\"},\n{\"title\": \"Amazon Basics 24-Pack D Cell Alkaline All-Purpose Batteries, 1.5 Volt, 5-Year Shelf Life\", \"asin\": \"B077462NSR\", \"price\": \"$24.22\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Powermax 24-Count Double AA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B0BFFNZLYY\", \"price\": \"$7.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop 9V Battery, 2 Count Pack, 9-Volt Battery with Long-lasting Power, All-Purpose Alkaline 9V Battery for Household and Office Devices\", \"asin\": \"B00000JHQG\", \"price\": \"$8.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"12.8V 100Ah LiFePO4 Battery, Built-in 100A BMS, Max.1280Wh Lithium Iron Phosphate Battery with Up to 15000 Cycles & 10 Years Lifespan for RV, Camper, Solar Energy, Off Grid, Trolling Motor\", \"asin\": \"B0CCRN5KBX\", \"price\": \"$125.99\", \"delivery\": \"FREE delivery Mar 31 - Apr 1\"},\n{\"title\": \"Energizer Ultimate Lithium AA 12 Battery Super Pack.\", \"asin\": \"B0044P3J2I\", \"price\": \"$29.89\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA Batteries, Max Double A Battery Alkaline, 24 Count\", \"asin\": \"B07TXNX6S2\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Mighty Max Battery YTX14-BS - 12 Volt 12 AH, 200 CCA, Rechargeable Maintenance Free SLA AGM Motorcycle Battery\", \"asin\": \"B00K537T9C\", \"price\": \"$39.00\", \"delivery\": \"FREE delivery Tue, Apr 1 Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power 9 Volt Batteries (8 Pack), Long-Lasting Alkaline 9V Batteries\", \"asin\": \"B09RTTQZJG\", \"price\": \"$19.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop D Batteries, 8 Count Pack, D Battery with Long-lasting Power, All-Purpose Alkaline D Battery for Household and Office Devices\", \"asin\": \"B00164H4AI\", \"price\": \"$16.98\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"ACDelco 100-Count AA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B004SCA15K\", \"price\": \"$27.70\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Mighty Max Battery ML7-12 - 12 Volt 7.2 AH, F1 Terminal, Rechargeable SLA AGM Battery\", \"asin\": \"B00K8V30D0\", \"price\": \"$19.00\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ATV Battery YTX14-BS, UPLUS EB14C-4 Scooter Snowmobile UTV Motorcycle Battery Maintenance Free - Sealed AGM Powersports Batteries Compatible with Honda Suzuki Kawasaki Yamaha\", \"asin\": \"B09F8LSBVP\", \"price\": \"$38.24\", \"delivery\": \"FREE delivery Tue, Apr 1 Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell 2032 Lithium Battery. 4 Count Pack. Child Safety Features. Compatible with Apple AirTag, Key Fob, and other devices. CR2032 Lithium 3V Cell. 2032 Battery, Lithium Coin Battery\", \"asin\": \"B009108SGS\", \"price\": \"$5.69\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Replacement Battery+Tool for ADT DSC IMPASSA 9057 SCW9055 SCW9057 BH7236-SS 17000145 17000152 Wireless Home Security System Alarm Control Panel DSC 6PH-H-4/3A3600-S-D22, Fix Low Battery Power Issue\", \"asin\": \"B0CTJQYST1\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Powermax 24-Count Triple AAA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B0BFFQQHRY\", \"price\": \"$7.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer 123 Batteries, Lithium CR123A Battery, 6 Battery Count\", \"asin\": \"B0036QL1JY\", \"price\": \"$17.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"UPLUS YTX5L-BS ATV Motorcycle Battery, EB5-3 Maintenance Free 12V 4Ah SLA Batteries Scooter AGM Battery, Replacement for GTX5L-BS, ETX5L-BS, CTX5L-BS, BTX5L-BS, PTX5L-BS, AGM12-5, YTZ5S-BS\", \"asin\": \"B09KGYVWJN\", \"price\": \"$20.39\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 8-Pack C Cell Alkaline All-Purpose Batteries, 1.5 Volt, 5-Year Shelf Life\", \"asin\": \"B094D5LVSB\", \"price\": \"$10.29\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\", \"asin\": \"B07RX92KGM\", \"price\": \"$5.94\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell 2032 Lithium Battery. 8 Count Pack. Child Safety Features. Compatible with Apple AirTag, Key Fob, and other devices. CR2032 Battery Lithium Coin Battery. CR Lithium 3V Cell\", \"asin\": \"B098BQHB2G\", \"price\": \"$11.38\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AAA Batteries, Max Triple A Battery Alkaline, 24 Count\", \"asin\": \"B007YASGWS\", \"price\": \"$13.69\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ExpertPower 12v 7ah Rechargeable Sealed Lead Acid Battery\", \"asin\": \"B003S1RQ2S\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop C Batteries, 10 Count (Pack of 1), C Battery with Long-lasting Power, All-Purpose Alkaline C Battery for Household and Office Devices\", \"asin\": \"B0B1DGF6WZ\", \"price\": \"$21.31\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Chrome Battery YTX9-BS Maintenance Free Replacement Battery for ATV, Motorcycle, and Scooter: 12 Volts, 9 Amps, 8Ah, Nut and Bolt (T3) Terminal\", \"asin\": \"B00EJPOQRU\", \"price\": \"$23.37\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer 2032 Batteries (6 Pack), 3V Lithium Coin Batteries\", \"asin\": \"B0002RID4G\", \"price\": \"$6.98\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"Amazon Basics 6-Pack Non-Rechargeable CR123A Lithium Batteries, 3 Volt, Up to 10-Year Shelf Life\", \"asin\": \"B07WTQHK27\", \"price\": \"$14.28\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"12V 10Ah Lithium LiFePO4 Deep Cycle Battery, 2000+ Cycles Rechargeable Battery for Solar/Wind Power, Small UPS, Lighting, Power Wheels, Fish Finder and More, Built-in 10A BMS\", \"asin\": \"B097BRKCQP\", \"price\": \"$31.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Mighty Max Battery ML5-12 - 12 Volt 5 AH Rechargeable SLA Battery - Mighty Max Brand Product\", \"asin\": \"B079ZCJYP3\", \"price\": \"$17.00\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B00A4BBCIE\", \"price\": \"$4.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Mighty Max Battery YTX4L-BS - 12 Volt 3 AH, 50 CCA, Rechargeable Maintenance Free SLA AGM Motorcycle Battery\", \"asin\": \"B00K537MGC\", \"price\": \"$19.00\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AA Batteries with Power Boost Ingredients, 16 Count (Pack of 1), Double A Battery with Long-lasting Power, Alkaline AA Battery for Household and Office Devices\", \"asin\": \"B003SIOZB6\", \"price\": \"$15.73\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:44:24.854Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-27T18:44:24.854Z	click	search	rule	train	1,311	2025-03-27T18:44:24.854Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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\|> <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} <\|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": "batteryAAAA"}], "promotion_items": [{"title": "Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\n56 Count (Pack of 1)", "asin": "B0B2KWJ252", "price": "$31.92", "quantity": ""}, {"title": "Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\n32 Count (Pack of 1)", "asin": "B09RTVN5GN", "price": "$15.18", "quantity": ""}, {"title": "Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\n32 Count (Pack of 1)", "asin": "B09RTVD1GF", "price": "$15.10", "quantity": ""}, {"title": "Energizer Alkaline Power D Batteries 12 Count (Pack of 1), Long-Lasting Alkaline Size D Batteries", "asin": "B09RTVHM2Q", "price": "$22.28", "quantity": ""}, {"title": "Energizer Alkaline Power C Batteries (12 Pack), Long-Lasting Alkaline C Cell Batteries\n12 Count (Pack of 1)", "asin": "B09RTVZGXV", "price": "$22.49", "quantity": ""}, {"title": "Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\n56 Count (Pack of 1)", "asin": "B0B2KWJ252", "price": "$31.92", "quantity": ""}, {"title": "Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\n32 Count (Pack of 1)", "asin": "B09RTVN5GN", "price": "$15.18", "quantity": ""}, {"title": "Litime 12V 460Ah LiFePO4 Lithium Iron Phosphate Battery Group 8D Built-in 250A BMS, 5.8KWh High Energy Automotive Battery for RV, Solar, Marine, Off-Grid, and Backup Power Systems", "asin": "B0C7G3YNV6", "price": "$1,019.99", "quantity": ""}, {"title": "Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\n32 Count (Pack of 1)", "asin": "B09RTVD1GF", "price": "$15.10", "quantity": ""}, {"title": "Duracell Coppertop C Batteries, 10 Count (Pack of 1), C Battery with Long-lasting Power, All-Purpose Alkaline C Battery for Household and Office Devices\n10 Count (Pack of 1)", "asin": "B0B1DGF6WZ", "price": "$21.31", "quantity": ""}], "ads": [{"title": "Duracell Coppertop AA Batteries with Power Boost Ingredients, 20 Count Pack Double A Battery with Long-lasting Power, Alkaline AA Battery for Household and Office Devices", "asin": "B002UXRXEG"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B002UXRXE6"}, {"title": "Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.", "asin": "B0B2KWJ252"}], "search_results": [{"title": "Amazon Basics 6-Pack CR2025 Lithium Coin Cell Battery, 3 Volt, Long Lasting Power, Mercury-Free", "asin": "B08J4SX2QV", "price": "$5.97", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.", "asin": "B0B2KWJ252", "price": "$31.92", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries", "asin": "B09RTVN5GN", "price": "$15.18", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count", "asin": "B09RTVD1GF", "price": "$15.10", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Amazon Basics 48-Pack AA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life", "asin": "B00MNV8E0C", "price": "$14.36", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)", "asin": "B00LH3DMUO", "price": "$13.85", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B002UXRXE6", "price": "$11.18", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count", "asin": "B09RTVD1GF", "price": "$15.10", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AA Batteries with Power Boost Ingredients, 24 Count Pack Double A Battery with Long-lasting Power, Alkaline AA Battery for Household and Office Devices", "asin": "B0035LCFNQ", "price": "$18.63", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup"}, {"title": "Amazon Basics 8-Pack 9V Alkaline Batteries, 5-Year Shelf Life - for Smoke/CO Detector, Electronics & Audio", "asin": "B00MH4QM1S", "price": "$12.34", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Amazon Basics 100-Pack AA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life", "asin": "B01B8R6PF2", "price": "$25.85", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Interstate Batteries Group 24F Car Battery Replacement (MT-24F) 12V, 600 CCA, 24 Month Warranty, Replacement Automotive Battery for Cars, Trucks, SUVs, Minivans", "asin": "B0B89W87MT", "price": "$226.95", "delivery": "$9.99 delivery Mar 31 - Apr 2 Only 5 left in stock - order soon."}, {"title": "Duracell Coppertop C Batteries, 10 Count (Pack of 1), C Battery with Long-lasting Power, All-Purpose Alkaline C Battery for Household and Office Devices", "asin": "B0B1DGF6WZ", "price": "$21.31", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer Alkaline Power C Batteries (12 Pack), Long-Lasting Alkaline C Cell Batteries", "asin": "B09RTVZGXV", "price": "$22.49", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries", "asin": "B087GMJXMC", "price": "$23.06", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "LiCB CR2032 3V Lithium Battery(10-Pack)", "asin": "B071D4DKTZ", "price": "$5.09", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 24 Count Pack Triple A Battery with Long-Lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B004K95PBQ", "price": "$18.64", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell - CopperTop AA Alkaline Batteries - Long Lasting, All-Purpose Double A Battery for Household and Business, 4 Batteries, Power Remotes, Toys, and More, Reliable and Trustworthy", "asin": "B00000JHQ6", "price": "$4.97", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Litime 12V 460Ah LiFePO4 Lithium Iron Phosphate Battery Group 8D Built-in 250A BMS, 5.8KWh High Energy Automotive Battery for RV, Solar, Marine, Off-Grid, and Backup Power Systems", "asin": "B0C7G3YNV6", "price": "$1,019.99", "delivery": "FREE delivery Apr 1 - 2"}, {"title": "Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries", "asin": "B087GMJXMC", "price": "$23.06", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer D Batteries, D Cell Battery Premium Alkaline, 8 Count", "asin": "B000JCCT9Y", "price": "$14.97", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "12.8V 100Ah LiFePO4 Solar Battery Bluetooth, Rechargeable Lithium Battery 15000+ Deep Cycles with 100A BMS, 1.28kWh, Perfect for Trolling Motors, RVs, Van and Solar Home Energy Storage", "asin": "B0DRYD7ZXD", "delivery": "FREE delivery Apr 1 - 3"}, {"title": "Duracell Coppertop AA Batteries with Power Boost ingredients, 28 Count (Pack of 1). Re-closable pack for quick, easy access and organized storage. Double A Battery with Long-lasting Power", "asin": "B0B1DF9NVJ", "price": "$21.75", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup"}, {"title": "Weize Platinum AGM Battery BCI Group 94R - 12v 80ah H7 Size 94R Automotive Battery, 140RC, 850CCA, 36 Months Warranty", "asin": "B0CBQ4GR6T", "price": "$169.99", "delivery": "FREE delivery Apr 1 - 3"}, {"title": "Amazon Basics AA & AAA High-Performance Alkaline Batteries Value Pack - 24 Double AA Batteries and 24 Triple AAA Batteries (48 Count)", "asin": "B094D3JGLT", "price": "$13.54", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Weize Platinum AGM Battery BCI Group 35 Automotive Battery, 100RC, 650CCA, 36 Months Warranty", "asin": "B0D6YS7396", "price": "$169.99", "delivery": "FREE delivery Apr 1 - 3"}, {"title": "Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries", "asin": "B09RTVN5GN", "price": "$15.18", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "ACDelco Gold 48AGM (88864541) 36 Month Warranty AGM BCI Group 48 Battery", "asin": "B008FWCLHU", "price": "$180.99", "delivery": "FREE delivery Tue, Apr 1"}, {"title": "EBL Lithium YTZ10S-BS, 180CCA Lithium LiFePO4 Motorcycle Battery, 12V 6Ah ATV, UTV, Jet Ski, 4 Wheeler, Quad, Riding Lawn Mower, Tractor, Scooter, PWC, Seadoo, Polaris and Generator Battery", "asin": "B0DMSBP4S7", "price": "$67.99", "delivery": "FREE delivery Wed, Apr 2 Only 14 left in stock - order soon."}, {"title": "Amazon Basics 24-Pack D Cell Alkaline All-Purpose Batteries, 1.5 Volt, 5-Year Shelf Life", "asin": "B077462NSR", "price": "$24.22", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Powermax 24-Count Double AA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging", "asin": "B0BFFNZLYY", "price": "$7.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop 9V Battery, 2 Count Pack, 9-Volt Battery with Long-lasting Power, All-Purpose Alkaline 9V Battery for Household and Office Devices", "asin": "B00000JHQG", "price": "$8.97", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup"}, {"title": "12.8V 100Ah LiFePO4 Battery, Built-in 100A BMS, Max.1280Wh Lithium Iron Phosphate Battery with Up to 15000 Cycles & 10 Years Lifespan for RV, Camper, Solar Energy, Off Grid, Trolling Motor", "asin": "B0CCRN5KBX", "price": "$125.99", "delivery": "FREE delivery Mar 31 - Apr 1"}, {"title": "Energizer Ultimate Lithium AA 12 Battery Super Pack.", "asin": "B0044P3J2I", "price": "$29.89", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer AA Batteries, Max Double A Battery Alkaline, 24 Count", "asin": "B07TXNX6S2", "price": "$14.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Mighty Max Battery YTX14-BS - 12 Volt 12 AH, 200 CCA, Rechargeable Maintenance Free SLA AGM Motorcycle Battery", "asin": "B00K537T9C", "price": "$39.00", "delivery": "FREE delivery Tue, Apr 1 Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer Alkaline Power 9 Volt Batteries (8 Pack), Long-Lasting Alkaline 9V Batteries", "asin": "B09RTTQZJG", "price": "$19.18", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop D Batteries, 8 Count Pack, D Battery with Long-lasting Power, All-Purpose Alkaline D Battery for Household and Office Devices", "asin": "B00164H4AI", "price": "$16.98", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup"}, {"title": "ACDelco 100-Count AA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging", "asin": "B004SCA15K", "price": "$27.70", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Mighty Max Battery ML7-12 - 12 Volt 7.2 AH, F1 Terminal, Rechargeable SLA AGM Battery", "asin": "B00K8V30D0", "price": "$19.00", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "ATV Battery YTX14-BS, UPLUS EB14C-4 Scooter Snowmobile UTV Motorcycle Battery Maintenance Free - Sealed AGM Powersports Batteries Compatible with Honda Suzuki Kawasaki Yamaha", "asin": "B09F8LSBVP", "price": "$38.24", "delivery": "FREE delivery Tue, Apr 1 Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell 2032 Lithium Battery. 4 Count Pack. Child Safety Features. Compatible with Apple AirTag, Key Fob, and other devices. CR2032 Lithium 3V Cell. 2032 Battery, Lithium Coin Battery", "asin": "B009108SGS", "price": "$5.69", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Replacement Battery+Tool for ADT DSC IMPASSA 9057 SCW9055 SCW9057 BH7236-SS 17000145 17000152 Wireless Home Security System Alarm Control Panel DSC 6PH-H-4/3A3600-S-D22, Fix Low Battery Power Issue", "asin": "B0CTJQYST1", "price": "$32.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Powermax 24-Count Triple AAA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging", "asin": "B0BFFQQHRY", "price": "$7.49", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer 123 Batteries, Lithium CR123A Battery, 6 Battery Count", "asin": "B0036QL1JY", "price": "$17.85", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup"}, {"title": "UPLUS YTX5L-BS ATV Motorcycle Battery, EB5-3 Maintenance Free 12V 4Ah SLA Batteries Scooter AGM Battery, Replacement for GTX5L-BS, ETX5L-BS, CTX5L-BS, BTX5L-BS, PTX5L-BS, AGM12-5, YTZ5S-BS", "asin": "B09KGYVWJN", "price": "$20.39", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Amazon Basics 8-Pack C Cell Alkaline All-Purpose Batteries, 1.5 Volt, 5-Year Shelf Life", "asin": "B094D5LVSB", "price": "$10.29", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life", "asin": "B07RX92KGM", "price": "$5.94", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell 2032 Lithium Battery. 8 Count Pack. Child Safety Features. Compatible with Apple AirTag, Key Fob, and other devices. CR2032 Battery Lithium Coin Battery. CR Lithium 3V Cell", "asin": "B098BQHB2G", "price": "$11.38", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer AAA Batteries, Max Triple A Battery Alkaline, 24 Count", "asin": "B007YASGWS", "price": "$13.69", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "ExpertPower 12v 7ah Rechargeable Sealed Lead Acid Battery", "asin": "B003S1RQ2S", "price": "$22.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop C Batteries, 10 Count (Pack of 1), C Battery with Long-lasting Power, All-Purpose Alkaline C Battery for Household and Office Devices", "asin": "B0B1DGF6WZ", "price": "$21.31", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Chrome Battery YTX9-BS Maintenance Free Replacement Battery for ATV, Motorcycle, and Scooter: 12 Volts, 9 Amps, 8Ah, Nut and Bolt (T3) Terminal", "asin": "B00EJPOQRU", "price": "$23.37", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer 2032 Batteries (6 Pack), 3V Lithium Coin Batteries", "asin": "B0002RID4G", "price": "$6.98", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup"}, {"title": "Amazon Basics 6-Pack Non-Rechargeable CR123A Lithium Batteries, 3 Volt, Up to 10-Year Shelf Life", "asin": "B07WTQHK27", "price": "$14.28", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "12V 10Ah Lithium LiFePO4 Deep Cycle Battery, 2000+ Cycles Rechargeable Battery for Solar/Wind Power, Small UPS, Lighting, Power Wheels, Fish Finder and More, Built-in 10A BMS", "asin": "B097BRKCQP", "price": "$31.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Mighty Max Battery ML5-12 - 12 Volt 5 AH Rechargeable SLA Battery - Mighty Max Brand Product", "asin": "B079ZCJYP3", "price": "$17.00", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B00A4BBCIE", "price": "$4.97", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Mighty Max Battery YTX4L-BS - 12 Volt 3 AH, 50 CCA, Rechargeable Maintenance Free SLA AGM Motorcycle Battery", "asin": "B00K537MGC", "price": "$19.00", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AA Batteries with Power Boost Ingredients, 16 Count (Pack of 1), Double A Battery with Long-lasting Power, Alkaline AA Battery for Household and Office Devices", "asin": "B003SIOZB6", "price": "$15.73", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-27T18:44:24.854Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-27T18:44:24.854Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-27T18:44:24.854Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1311, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"batteryAAAA\"}],\n\"promotion_items\": [{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\\n56 Count (Pack of 1)\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"quantity\": \"\"},\n{\"title\": \"Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVD1GF\", \"price\": \"$15.10\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power D Batteries 12 Count (Pack of 1), Long-Lasting Alkaline Size D Batteries\", \"asin\": \"B09RTVHM2Q\", \"price\": \"$22.28\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power C Batteries (12 Pack), Long-Lasting Alkaline C Cell Batteries\\n12 Count (Pack of 1)\", \"asin\": \"B09RTVZGXV\", \"price\": \"$22.49\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\\n56 Count (Pack of 1)\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"quantity\": \"\"},\n{\"title\": \"Litime 12V 460Ah LiFePO4 Lithium Iron Phosphate Battery Group 8D Built-in 250A BMS, 5.8KWh High Energy Automotive Battery for RV, Solar, Marine, Off-Grid, and Backup Power Systems\", \"asin\": \"B0C7G3YNV6\", \"price\": \"$1,019.99\", \"quantity\": \"\"},\n{\"title\": \"Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVD1GF\", \"price\": \"$15.10\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop C Batteries, 10 Count (Pack of 1), C Battery with Long-lasting Power, All-Purpose Alkaline C Battery for Household and Office Devices\\n10 Count (Pack of 1)\", \"asin\": \"B0B1DGF6WZ\", \"price\": \"$21.31\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Duracell Coppertop AA Batteries with Power Boost Ingredients, 20 Count Pack Double A Battery with Long-lasting Power, Alkaline AA Battery for Household and Office Devices\", \"asin\": \"B002UXRXEG\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\"}],\n\"search_results\": [{\"title\": \"Amazon Basics 6-Pack CR2025 Lithium Coin Cell Battery, 3 Volt, Long Lasting Power, Mercury-Free\", \"asin\": \"B08J4SX2QV\", \"price\": \"$5.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\", \"asin\": \"B09RTVD1GF\", \"price\": \"$15.10\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 48-Pack AA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life\", \"asin\": \"B00MNV8E0C\", \"price\": \"$14.36\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)\", \"asin\": \"B00LH3DMUO\", \"price\": \"$13.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\", \"asin\": \"B09RTVD1GF\", \"price\": \"$15.10\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AA Batteries with Power Boost Ingredients, 24 Count Pack Double A Battery with Long-lasting Power, Alkaline AA Battery for Household and Office Devices\", \"asin\": \"B0035LCFNQ\", \"price\": \"$18.63\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"Amazon Basics 8-Pack 9V Alkaline Batteries, 5-Year Shelf Life - for Smoke/CO Detector, Electronics & Audio\", \"asin\": \"B00MH4QM1S\", \"price\": \"$12.34\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 100-Pack AA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life\", \"asin\": \"B01B8R6PF2\", \"price\": \"$25.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Interstate Batteries Group 24F Car Battery Replacement (MT-24F) 12V, 600 CCA, 24 Month Warranty, Replacement Automotive Battery for Cars, Trucks, SUVs, Minivans\", \"asin\": \"B0B89W87MT\", \"price\": \"$226.95\", \"delivery\": \"$9.99 delivery Mar 31 - Apr 2 Only 5 left in stock - order soon.\"},\n{\"title\": \"Duracell Coppertop C Batteries, 10 Count (Pack of 1), C Battery with Long-lasting Power, All-Purpose Alkaline C Battery for Household and Office Devices\", \"asin\": \"B0B1DGF6WZ\", \"price\": \"$21.31\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power C Batteries (12 Pack), Long-Lasting Alkaline C Cell Batteries\", \"asin\": \"B09RTVZGXV\", \"price\": \"$22.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"LiCB CR2032 3V Lithium Battery(10-Pack)\", \"asin\": \"B071D4DKTZ\", \"price\": \"$5.09\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 24 Count Pack Triple A Battery with Long-Lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B004K95PBQ\", \"price\": \"$18.64\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell - CopperTop AA Alkaline Batteries - Long Lasting, All-Purpose Double A Battery for Household and Business, 4 Batteries, Power Remotes, Toys, and More, Reliable and Trustworthy\", \"asin\": \"B00000JHQ6\", \"price\": \"$4.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Litime 12V 460Ah LiFePO4 Lithium Iron Phosphate Battery Group 8D Built-in 250A BMS, 5.8KWh High Energy Automotive Battery for RV, Solar, Marine, Off-Grid, and Backup Power Systems\", \"asin\": \"B0C7G3YNV6\", \"price\": \"$1,019.99\", \"delivery\": \"FREE delivery Apr 1 - 2\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer D Batteries, D Cell Battery Premium Alkaline, 8 Count\", \"asin\": \"B000JCCT9Y\", \"price\": \"$14.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"12.8V 100Ah LiFePO4 Solar Battery Bluetooth, Rechargeable Lithium Battery 15000+ Deep Cycles with 100A BMS, 1.28kWh, Perfect for Trolling Motors, RVs, Van and Solar Home Energy Storage\", \"asin\": \"B0DRYD7ZXD\", \"delivery\": \"FREE delivery Apr 1 - 3\"},\n{\"title\": \"Duracell Coppertop AA Batteries with Power Boost ingredients, 28 Count (Pack of 1). Re-closable pack for quick, easy access and organized storage. Double A Battery with Long-lasting Power\", \"asin\": \"B0B1DF9NVJ\", \"price\": \"$21.75\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"Weize Platinum AGM Battery BCI Group 94R - 12v 80ah H7 Size 94R Automotive Battery, 140RC, 850CCA, 36 Months Warranty\", \"asin\": \"B0CBQ4GR6T\", \"price\": \"$169.99\", \"delivery\": \"FREE delivery Apr 1 - 3\"},\n{\"title\": \"Amazon Basics AA & AAA High-Performance Alkaline Batteries Value Pack - 24 Double AA Batteries and 24 Triple AAA Batteries (48 Count)\", \"asin\": \"B094D3JGLT\", \"price\": \"$13.54\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Weize Platinum AGM Battery BCI Group 35 Automotive Battery, 100RC, 650CCA, 36 Months Warranty\", \"asin\": \"B0D6YS7396\", \"price\": \"$169.99\", \"delivery\": \"FREE delivery Apr 1 - 3\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ACDelco Gold 48AGM (88864541) 36 Month Warranty AGM BCI Group 48 Battery\", \"asin\": \"B008FWCLHU\", \"price\": \"$180.99\", \"delivery\": \"FREE delivery Tue, Apr 1\"},\n{\"title\": \"EBL Lithium YTZ10S-BS, 180CCA Lithium LiFePO4 Motorcycle Battery, 12V 6Ah ATV, UTV, Jet Ski, 4 Wheeler, Quad, Riding Lawn Mower, Tractor, Scooter, PWC, Seadoo, Polaris and Generator Battery\", \"asin\": \"B0DMSBP4S7\", \"price\": \"$67.99\", \"delivery\": \"FREE delivery Wed, Apr 2 Only 14 left in stock - order soon.\"},\n{\"title\": \"Amazon Basics 24-Pack D Cell Alkaline All-Purpose Batteries, 1.5 Volt, 5-Year Shelf Life\", \"asin\": \"B077462NSR\", \"price\": \"$24.22\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Powermax 24-Count Double AA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B0BFFNZLYY\", \"price\": \"$7.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop 9V Battery, 2 Count Pack, 9-Volt Battery with Long-lasting Power, All-Purpose Alkaline 9V Battery for Household and Office Devices\", \"asin\": \"B00000JHQG\", \"price\": \"$8.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"12.8V 100Ah LiFePO4 Battery, Built-in 100A BMS, Max.1280Wh Lithium Iron Phosphate Battery with Up to 15000 Cycles & 10 Years Lifespan for RV, Camper, Solar Energy, Off Grid, Trolling Motor\", \"asin\": \"B0CCRN5KBX\", \"price\": \"$125.99\", \"delivery\": \"FREE delivery Mar 31 - Apr 1\"},\n{\"title\": \"Energizer Ultimate Lithium AA 12 Battery Super Pack.\", \"asin\": \"B0044P3J2I\", \"price\": \"$29.89\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA Batteries, Max Double A Battery Alkaline, 24 Count\", \"asin\": \"B07TXNX6S2\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Mighty Max Battery YTX14-BS - 12 Volt 12 AH, 200 CCA, Rechargeable Maintenance Free SLA AGM Motorcycle Battery\", \"asin\": \"B00K537T9C\", \"price\": \"$39.00\", \"delivery\": \"FREE delivery Tue, Apr 1 Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power 9 Volt Batteries (8 Pack), Long-Lasting Alkaline 9V Batteries\", \"asin\": \"B09RTTQZJG\", \"price\": \"$19.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop D Batteries, 8 Count Pack, D Battery with Long-lasting Power, All-Purpose Alkaline D Battery for Household and Office Devices\", \"asin\": \"B00164H4AI\", \"price\": \"$16.98\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"ACDelco 100-Count AA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B004SCA15K\", \"price\": \"$27.70\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Mighty Max Battery ML7-12 - 12 Volt 7.2 AH, F1 Terminal, Rechargeable SLA AGM Battery\", \"asin\": \"B00K8V30D0\", \"price\": \"$19.00\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ATV Battery YTX14-BS, UPLUS EB14C-4 Scooter Snowmobile UTV Motorcycle Battery Maintenance Free - Sealed AGM Powersports Batteries Compatible with Honda Suzuki Kawasaki Yamaha\", \"asin\": \"B09F8LSBVP\", \"price\": \"$38.24\", \"delivery\": \"FREE delivery Tue, Apr 1 Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell 2032 Lithium Battery. 4 Count Pack. Child Safety Features. Compatible with Apple AirTag, Key Fob, and other devices. CR2032 Lithium 3V Cell. 2032 Battery, Lithium Coin Battery\", \"asin\": \"B009108SGS\", \"price\": \"$5.69\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Replacement Battery+Tool for ADT DSC IMPASSA 9057 SCW9055 SCW9057 BH7236-SS 17000145 17000152 Wireless Home Security System Alarm Control Panel DSC 6PH-H-4/3A3600-S-D22, Fix Low Battery Power Issue\", \"asin\": \"B0CTJQYST1\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Powermax 24-Count Triple AAA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B0BFFQQHRY\", \"price\": \"$7.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer 123 Batteries, Lithium CR123A Battery, 6 Battery Count\", \"asin\": \"B0036QL1JY\", \"price\": \"$17.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"UPLUS YTX5L-BS ATV Motorcycle Battery, EB5-3 Maintenance Free 12V 4Ah SLA Batteries Scooter AGM Battery, Replacement for GTX5L-BS, ETX5L-BS, CTX5L-BS, BTX5L-BS, PTX5L-BS, AGM12-5, YTZ5S-BS\", \"asin\": \"B09KGYVWJN\", \"price\": \"$20.39\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 8-Pack C Cell Alkaline All-Purpose Batteries, 1.5 Volt, 5-Year Shelf Life\", \"asin\": \"B094D5LVSB\", \"price\": \"$10.29\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\", \"asin\": \"B07RX92KGM\", \"price\": \"$5.94\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell 2032 Lithium Battery. 8 Count Pack. Child Safety Features. Compatible with Apple AirTag, Key Fob, and other devices. CR2032 Battery Lithium Coin Battery. CR Lithium 3V Cell\", \"asin\": \"B098BQHB2G\", \"price\": \"$11.38\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AAA Batteries, Max Triple A Battery Alkaline, 24 Count\", \"asin\": \"B007YASGWS\", \"price\": \"$13.69\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ExpertPower 12v 7ah Rechargeable Sealed Lead Acid Battery\", \"asin\": \"B003S1RQ2S\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop C Batteries, 10 Count (Pack of 1), C Battery with Long-lasting Power, All-Purpose Alkaline C Battery for Household and Office Devices\", \"asin\": \"B0B1DGF6WZ\", \"price\": \"$21.31\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Chrome Battery YTX9-BS Maintenance Free Replacement Battery for ATV, Motorcycle, and Scooter: 12 Volts, 9 Amps, 8Ah, Nut and Bolt (T3) Terminal\", \"asin\": \"B00EJPOQRU\", \"price\": \"$23.37\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer 2032 Batteries (6 Pack), 3V Lithium Coin Batteries\", \"asin\": \"B0002RID4G\", \"price\": \"$6.98\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"Amazon Basics 6-Pack Non-Rechargeable CR123A Lithium Batteries, 3 Volt, Up to 10-Year Shelf Life\", \"asin\": \"B07WTQHK27\", \"price\": \"$14.28\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"12V 10Ah Lithium LiFePO4 Deep Cycle Battery, 2000+ Cycles Rechargeable Battery for Solar/Wind Power, Small UPS, Lighting, Power Wheels, Fish Finder and More, Built-in 10A BMS\", \"asin\": \"B097BRKCQP\", \"price\": \"$31.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Mighty Max Battery ML5-12 - 12 Volt 5 AH Rechargeable SLA Battery - Mighty Max Brand Product\", \"asin\": \"B079ZCJYP3\", \"price\": \"$17.00\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B00A4BBCIE\", \"price\": \"$4.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Mighty Max Battery YTX4L-BS - 12 Volt 3 AH, 50 CCA, Rechargeable Maintenance Free SLA AGM Motorcycle Battery\", \"asin\": \"B00K537MGC\", \"price\": \"$19.00\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AA Batteries with Power Boost Ingredients, 16 Count (Pack of 1), Double A Battery with Long-lasting Power, Alkaline AA Battery for Household and Office Devices\", \"asin\": \"B003SIOZB6\", \"price\": \"$15.73\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:44:24.854Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"battery aaaa\"}],\n\"promotion_items\": [{\"title\": \"Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery\", \"asin\": \"\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\\n32 Count (Pack of 1)\", \"asin\": \"\", \"price\": \"$15.18\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"\", \"price\": \"$11.18\", \"quantity\": \"\"},\n{\"title\": \"Interstate Batteries AAA Alkaline Battery (48 Pack) All-Purpose 1.5V High Performance Battery - Workaholic (DRY7002)\", \"asin\": \"\", \"price\": \"$27.49\", \"quantity\": \"\"},\n{\"title\": \"bump 2 AA + 2 AAA 1.5V Rechargeable Batteries \\u2013 Battery 4 Pack - Lithium Ion, High Output, Fast & Long Lasting USB-C Charge, Use w/Remote Control, Toys, Keyboards, Charger Cable Included\", \"asin\": \"\", \"price\": \"$15.95\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"quantity\": \"\"},\n{\"title\": \"Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery\", \"asin\": \"B07Z51KRD4\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"quantity\": \"\"},\n{\"title\": \"PHILIPS AAA Batteries, Ultra Alkaline Triple AAA Batteries 12 Pack, 1.5v Batteries AAA Size Pack, Ultimate Long-Lasting Power for High-Drain Devices, 10-Year Shelf Life, Durable Leak-Proof Design.\", \"asin\": \"B0DQ63FXF6\", \"price\": \"$7.69\", \"quantity\": \"\"},\n{\"title\": \"3.7V 18650 Rechargeable Battery 9900mAh Universal Smart Charger for 26650 14500 16340 14250 (Button Top, 4 Pack+4 Bay Battery Charger)\", \"asin\": \"B0CLY4V3BB\", \"price\": \"$18.13\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Amazon Basics 4-Pack AAAA Alkaline High-Performance Batteries, 1.5 Volt, 3-Year Shelf Life\", \"asin\": \"B00LH3DREU\", \"price\": \"$5.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery\", \"asin\": \"B07Z51KRD4\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Voniko \\u2013 Premium Grade AAAA Batteries (8 Pack) \\u2013 Ultra Long Lasting, 5-Year Shelf Life, Leakproof 1.5V AAAA Alkaline Battery \\u2013 Perfect for Stylus Pens, Glucose and Blood Monitors, and More\", \"asin\": \"B0BP1HTYMD\", \"price\": \"$5.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"Duracell AAAA 1.5V Ultra Photo Alkaline Batteries, 2 Count Pack, AAAA 1.5 Volt Alkaline Battery, Long-Lasting for Cameras, Glucose and Blood Monitors, and More\", \"asin\": \"B00E6AXZHU\", \"price\": \"$5.00\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 8-Pack AAAA Alkaline High-Performance Batteries, 1.5 Volt, 3-Year Shelf Life\", \"asin\": \"B00LH3DTYS\", \"price\": \"$6.56\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery\", \"asin\": \"B07Z51KRD4\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer 6 NEW AAAA Batteries\", \"asin\": \"B002BKF7HS\", \"price\": \"$9.59\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AAAA Batteries, 1.5 Volt Battery AAAA Alkaline (Pack of 1, 2 Count Total)\", \"asin\": \"B0044D9ZI2\", \"price\": \"$5.48\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ACDelco 10-Count AAAA Batteries, Maximum Power Super Alkaline Battery, Use for Glucose Meters and Blood Monitors, 5-Year Shelf Life\", \"asin\": \"B07CZ1PN4P\", \"price\": \"$8.10\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"EBL Rechargeable AAAA Batteries 2 Counts 400mAh with Smart AAAA Battery Charger - High Capacity Ni-MH 1.2V 1200 Cycles for Surface Stylus Pen\", \"asin\": \"B0CKQLFQ13\", \"price\": \"$7.89\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"AAAA Batteries, 1.5V Alkaline AAAA Battery (2 Pack)\", \"asin\": \"B08L9PMBKR\", \"price\": \"$4.25\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Tectra 450mAh AAAA Batteries, 4-Pack AAAA Rechargeable Ni-MH Batteries with AA AAA AAAA Ni-MH Universal Smart Battery Charger for Surface Pen Active Stylus\", \"asin\": \"B092ZRZ7CB\", \"price\": \"$12.63\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Six Energizer AAAA Alkaline Batteries for Streamlight Stylus Lights\", \"asin\": \"B001GB3ZPE\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 2 Count\", \"asin\": \"B086M7SCCX\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Voniko \\u2013 Premium Grade AAAA Batteries (8 Pack) \\u2013 Ultra Long Lasting, 5-Year Shelf Life, Leakproof 1.5V AAAA Alkaline Battery \\u2013 Perfect for Stylus Pens, Glucose and Blood Monitors, and More\", \"asin\": \"B0BP1HTYMD\", \"price\": \"$5.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"AAAA Batteries, Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 4 Count\", \"asin\": \"B07FFMCDWS\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"EBL 8 Pack AAA Ni-MH Rechargeable Batteries AAA Batteries ProCyco Technology (Typical 1100mAh, Minimum 1000mAh)\", \"asin\": \"B00HIW3Q0Y\", \"price\": \"$7.59\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"POWEROWL High-Capacity Alkaline AAA Batteries 100 Pack, 1.5v Long Lasting Triple A Battery, 10-Year Shelf Life\", \"asin\": \"B0BG8L1XVN\", \"price\": \"$20.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"aa 1.5v Rechargeable Batteries USB c 1.5V 2800mAh USB-C Rechargeable AA Battery \\u2013 Long-Lasting Power Easy USB-C Charging (8pcs)\", \"asin\": \"B0DHRWQP27\", \"price\": \"$28.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon\"},\n{\"title\": \"Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 20 Pack\", \"asin\": \"B016XBG9Z4\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 11 left in stock - order soon.\"},\n{\"title\": \"Streamlight 65030 Stylus AAAA Replacement Batteries, 6-Pack\", \"asin\": \"B0000AUSOI\", \"price\": \"$9.57\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"14 Pack of AAAA Alkaline Batteries. Fits Streamlight Flashlights\", \"asin\": \"B08LCQ2771\", \"price\": \"$6.39\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"MAX Alkaline Batteries, AAAA, 2 Batteries/Pack\", \"asin\": \"B0096XRRVW\", \"price\": \"$6.39\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"2Pack AAAA Rechargeable Batteries and Charger for Flashlight Calculator Alarm Clock MP3 Player Surface Pen Battery and Other Rechargeable Electric Batteries\", \"asin\": \"B08ZK9469Q\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon\"},\n{\"title\": \"Batmax 4X AAAA Ni-MH Rechargeable Batteries + LED Dual USB Charger with Type C Port for Surface Pen Active Stylus and More; A, AA,AAA,AAAA, N Size, C Size Batteries;\", \"asin\": \"B09C5ZGMVH\", \"price\": \"$14.39\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"3.7V 18650 Rechargeable Battery 9900mAh Universal Smart Charger for 26650 14500 16340 14250 (Button Top, 4 Pack+4 Bay Battery Charger)\", \"asin\": \"B0CLY4V3BB\", \"price\": \"$18.13\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"USB Rechargeable AAA Batteries, Lithium Ion 1.5v 800mAh USB Batteries, 0.5h Fully Charging, Over 1200 Cycles, 2 * 2-in-1 USB-C Charging Cables, LED Charging Indicator, 4 Packs\", \"asin\": \"B0D45F63Z5\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"AAAA Batteries, Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 4 Count\", \"asin\": \"B07FFMCDWS\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Ultra AAAA Battery\", \"asin\": \"B087ZHLLBF\", \"price\": \"$9.65\", \"delivery\": \"FREE delivery Mon, Mar 31\"},\n{\"title\": \"Duracell PGD MX2500B2PK Procell Battery, Alkaline, AAAA Size (Pack of 12)\", \"asin\": \"B07T221JL3\", \"price\": \"$18.13\", \"delivery\": \"FREE delivery Apr 17 - 21\"},\n{\"title\": \"Energizer Alkaline Batteries Size Aaaa 1.5 V Blister Pack 2\", \"asin\": \"B00KODA0EE\"},\n{\"title\": \"50 New AAAA Batteries\", \"asin\": \"B08LMLVPLK\", \"price\": \"$18.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"1.5V AAAA Primary Battery - Batteries - 4Pcs AAAA Batteries\", \"asin\": \"B0DSJ8P3N5\", \"price\": \"$3.10\", \"delivery\": \"$3.99 delivery Apr 4 - 8\"},\n{\"title\": \"Energizer - AAAA Alkaline Battery for Laser Pointers, Penlights, Computer Stylus, and Others\", \"asin\": \"B001F0J7GM\", \"price\": \"$6.25\", \"delivery\": \"FREE delivery Apr 7 - 9\"},\n{\"title\": \"2x Duracell Ultra AAAA Alkaline Batteries MN2500 MX2500 LR8D425 E96 25A\", \"asin\": \"B088G1TNNJ\", \"price\": \"$15.95\", \"delivery\": \"FREE delivery Apr 1 - 3\"},\n{\"title\": \"Energizer Max AAAA 8 Batteries in Original Retail Packs\", \"asin\": \"B01FGNV68K\", \"price\": \"$16.39\", \"delivery\": \"FREE delivery Apr 2 - 7\"},\n{\"title\": \"AAAA Batteries (12-Pack)\", \"asin\": \"B0C3JDPF8V\", \"price\": \"$8.97\", \"delivery\": \"FREE delivery Sat, Mar 29 Or fastest delivery Tomorrow, Mar 28 Only 11 left in stock - order soon.\"},\n{\"title\": \"My Battery Supplier Replacement for GP AAAA Super Fresh Pack of 2 Super Alkaline 1.5V Batteries LR61 MN2500 EN96\", \"asin\": \"B07WHV7HW2\", \"price\": \"$4.19\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"AAAA Quadruple A E96 Batteries 12 Pack\", \"asin\": \"B08LK9V3CW\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ATOMIC AAAA 1.5V Ultra Alkaline Batteries LR8D425 AM6 LR61 E96 MN2500 (60 Batteries Total)\", \"asin\": \"B098ZJ1MFH\", \"price\": \"$21.06\", \"delivery\": \"FREE delivery Apr 2 - 7 Or fastest delivery Mar 31 - Apr 3\"},\n{\"title\": \"Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 25 Pack\", \"asin\": \"B016XBGB1Q\", \"price\": \"$33.39\", \"delivery\": \"FREE delivery Apr 2 - 7\"},\n{\"title\": \"Energizer MAX Alkaline Batteries, AAAA, 2 Batteries/Pack\", \"asin\": \"B00CO99F9M\", \"price\": \"$5.99\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"Duracell AAAA 1.5V Ultra Photo Alkaline Batteries, 2 Count Pack, AAAA 1.5 Volt Alkaline Battery, Long-Lasting for Cameras, Glucose and Blood Monitors, and More\", \"asin\": \"B00O35UE4A\"},\n{\"title\": \"Energizer Battery AAAA 2EA\", \"asin\": \"B004EBVNPM\", \"price\": \"$5.79\", \"delivery\": \"FREE delivery Apr 2 - 7\"},\n{\"title\": \"Kastar AAAA Battery 2 Pcs Ni-MH 1.2V 400mAh Replacement for MS Surface Pen Battery, Stylus Pens, Tooth Brush, Video Game Controllers, Bluetooth Headset, Monitor Battery\", \"asin\": \"B09RLXQ9LZ\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Mon, Mar 31 Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Batmax 4X AAAA Ni-MH Rechargeable Batteries + LED Dual USB Charger with Type C Port for Surface Pen Active Stylus and More; A, AA,AAA,AAAA, N Size, C Size Batteries;\", \"asin\": \"B09C5ZGMVH\", \"price\": \"$14.39\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"GP Batteries GP25A-C2 Pack of 2 Super Alkaline AAAA Piles Batteries\", \"asin\": \"B002GZG6YG\", \"price\": \"$5.39\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"2-Pack AAAA 1.5V Alkaline-Batteries, for Stylusus Pen Battery Size Format E96 LR61 1.5V, Also for Cameras, Glucose Meters and Blood Monitors\\uff0cand More, 2 Count Pack\", \"asin\": \"B0DGGQ2YR5\", \"price\": \"$5.21\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"Energizer E96 AAAA Alkaline Battery (2 pack)\", \"asin\": \"B006T9BFCS\", \"price\": \"$6.79\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 2 Pack\", \"asin\": \"B016XJB38O\", \"price\": \"$6.79\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"Energizer E96BP2 Energizer Alkaline Battery,\\\"AAAA\\\" Size, 2/PK\", \"asin\": \"B002YE1XII\", \"price\": \"$5.49\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"GP Batteries 30237 Battery Alkaline AAAA\", \"asin\": \"B000L9C1N4\", \"price\": \"$4.39\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"UL2AAAA UL2AAAA AAAA Alkaline Batteries, 2 pk\", \"asin\": \"B000IEKSDM\", \"price\": \"$8.25\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Only 5 left in stock - order soon.\"},\n{\"title\": \"Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Battery\", \"asin\": \"B016XJB3DY\", \"price\": \"$4.95\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"Energizer, e2 Battery AAAA, 1 Count\", \"asin\": \"B0751BTV5N\"},\n{\"title\": \"8 X Aaaa Energizer E96 Alkaline Batteries\", \"asin\": \"B00X756VLW\", \"price\": \"$12.39\", \"delivery\": \"FREE delivery Apr 7 - 9 Or fastest delivery Apr 4 - 7\"},\n{\"title\": \"6 New AAAA Batteries\", \"asin\": \"B08LDXLYDM\", \"price\": \"$8.29\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 10 left in stock - order soon.\"},\n{\"title\": \"5-Pack AAAA 1.5V Alkaline-Batteries, for Stylusus Pen Battery Size Format E96 LR61 1.5V, Also for Cameras, Glucose Meters and Blood Monitors\\uff0cand More, 5 Count Pack\", \"asin\": \"B0DGGM8FWR\", \"price\": \"$6.86\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 2 left in stock - order soon.\"},\n{\"title\": \"Duracell Ultra AAAA Alkaline Battery 1.5V LR8D425, E96, 25A, MN2500, MX2500\", \"asin\": \"B08739TNR4\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:44:27.271Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-27T18:44:27.271Z	click	search	rule	train	1,312	2025-03-27T18:44:27.271Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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\|> <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} <\|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": "battery aaaa"}], "promotion_items": [{"title": "Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery", "asin": "", "price": "$8.49", "quantity": ""}, {"title": "Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\n32 Count (Pack of 1)", "asin": "", "price": "$15.18", "quantity": ""}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\n20 Count (Pack of 1)", "asin": "", "price": "$11.18", "quantity": ""}, {"title": "Interstate Batteries AAA Alkaline Battery (48 Pack) All-Purpose 1.5V High Performance Battery - Workaholic (DRY7002)", "asin": "", "price": "$27.49", "quantity": ""}, {"title": "bump 2 AA + 2 AAA 1.5V Rechargeable Batteries \u2013 Battery 4 Pack - Lithium Ion, High Output, Fast & Long Lasting USB-C Charge, Use w/Remote Control, Toys, Keyboards, Charger Cable Included", "asin": "", "price": "$15.95", "quantity": ""}, {"title": "Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\n32 Count (Pack of 1)", "asin": "B09RTVN5GN", "price": "$15.18", "quantity": ""}, {"title": "Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery", "asin": "B07Z51KRD4", "price": "$8.49", "quantity": ""}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\n20 Count (Pack of 1)", "asin": "B002UXRXE6", "price": "$11.18", "quantity": ""}, {"title": "PHILIPS AAA Batteries, Ultra Alkaline Triple AAA Batteries 12 Pack, 1.5v Batteries AAA Size Pack, Ultimate Long-Lasting Power for High-Drain Devices, 10-Year Shelf Life, Durable Leak-Proof Design.", "asin": "B0DQ63FXF6", "price": "$7.69", "quantity": ""}, {"title": "3.7V 18650 Rechargeable Battery 9900mAh Universal Smart Charger for 26650 14500 16340 14250 (Button Top, 4 Pack+4 Bay Battery Charger)", "asin": "B0CLY4V3BB", "price": "$18.13", "quantity": ""}], "search_results": [{"title": "Amazon Basics 4-Pack AAAA Alkaline High-Performance Batteries, 1.5 Volt, 3-Year Shelf Life", "asin": "B00LH3DREU", "price": "$5.85", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery", "asin": "B07Z51KRD4", "price": "$8.49", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B002UXRXE6", "price": "$11.18", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Voniko \u2013 Premium Grade AAAA Batteries (8 Pack) \u2013 Ultra Long Lasting, 5-Year Shelf Life, Leakproof 1.5V AAAA Alkaline Battery \u2013 Perfect for Stylus Pens, Glucose and Blood Monitors, and More", "asin": "B0BP1HTYMD", "price": "$5.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29"}, {"title": "Duracell AAAA 1.5V Ultra Photo Alkaline Batteries, 2 Count Pack, AAAA 1.5 Volt Alkaline Battery, Long-Lasting for Cameras, Glucose and Blood Monitors, and More", "asin": "B00E6AXZHU", "price": "$5.00", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Amazon Basics 8-Pack AAAA Alkaline High-Performance Batteries, 1.5 Volt, 3-Year Shelf Life", "asin": "B00LH3DTYS", "price": "$6.56", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery", "asin": "B07Z51KRD4", "price": "$8.49", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer 6 NEW AAAA Batteries", "asin": "B002BKF7HS", "price": "$9.59", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer AAAA Batteries, 1.5 Volt Battery AAAA Alkaline (Pack of 1, 2 Count Total)", "asin": "B0044D9ZI2", "price": "$5.48", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "ACDelco 10-Count AAAA Batteries, Maximum Power Super Alkaline Battery, Use for Glucose Meters and Blood Monitors, 5-Year Shelf Life", "asin": "B07CZ1PN4P", "price": "$8.10", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "EBL Rechargeable AAAA Batteries 2 Counts 400mAh with Smart AAAA Battery Charger - High Capacity Ni-MH 1.2V 1200 Cycles for Surface Stylus Pen", "asin": "B0CKQLFQ13", "price": "$7.89", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "AAAA Batteries, 1.5V Alkaline AAAA Battery (2 Pack)", "asin": "B08L9PMBKR", "price": "$4.25", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Tectra 450mAh AAAA Batteries, 4-Pack AAAA Rechargeable Ni-MH Batteries with AA AAA AAAA Ni-MH Universal Smart Battery Charger for Surface Pen Active Stylus", "asin": "B092ZRZ7CB", "price": "$12.63", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Six Energizer AAAA Alkaline Batteries for Streamlight Stylus Lights", "asin": "B001GB3ZPE", "price": "$9.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 2 Count", "asin": "B086M7SCCX", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Voniko \u2013 Premium Grade AAAA Batteries (8 Pack) \u2013 Ultra Long Lasting, 5-Year Shelf Life, Leakproof 1.5V AAAA Alkaline Battery \u2013 Perfect for Stylus Pens, Glucose and Blood Monitors, and More", "asin": "B0BP1HTYMD", "price": "$5.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29"}, {"title": "AAAA Batteries, Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 4 Count", "asin": "B07FFMCDWS", "price": "$8.49", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "EBL 8 Pack AAA Ni-MH Rechargeable Batteries AAA Batteries ProCyco Technology (Typical 1100mAh, Minimum 1000mAh)", "asin": "B00HIW3Q0Y", "price": "$7.59", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "POWEROWL High-Capacity Alkaline AAA Batteries 100 Pack, 1.5v Long Lasting Triple A Battery, 10-Year Shelf Life", "asin": "B0BG8L1XVN", "price": "$20.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "aa 1.5v Rechargeable Batteries USB c 1.5V 2800mAh USB-C Rechargeable AA Battery \u2013 Long-Lasting Power Easy USB-C Charging (8pcs)", "asin": "B0DHRWQP27", "price": "$28.49", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon"}, {"title": "Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 20 Pack", "asin": "B016XBG9Z4", "price": "$29.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 11 left in stock - order soon."}, {"title": "Streamlight 65030 Stylus AAAA Replacement Batteries, 6-Pack", "asin": "B0000AUSOI", "price": "$9.57", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "14 Pack of AAAA Alkaline Batteries. Fits Streamlight Flashlights", "asin": "B08LCQ2771", "price": "$6.39", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "MAX Alkaline Batteries, AAAA, 2 Batteries/Pack", "asin": "B0096XRRVW", "price": "$6.39", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "2Pack AAAA Rechargeable Batteries and Charger for Flashlight Calculator Alarm Clock MP3 Player Surface Pen Battery and Other Rechargeable Electric Batteries", "asin": "B08ZK9469Q", "price": "$10.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon"}, {"title": "Batmax 4X AAAA Ni-MH Rechargeable Batteries + LED Dual USB Charger with Type C Port for Surface Pen Active Stylus and More; A, AA,AAA,AAAA, N Size, C Size Batteries;", "asin": "B09C5ZGMVH", "price": "$14.39", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "3.7V 18650 Rechargeable Battery 9900mAh Universal Smart Charger for 26650 14500 16340 14250 (Button Top, 4 Pack+4 Bay Battery Charger)", "asin": "B0CLY4V3BB", "price": "$18.13", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "USB Rechargeable AAA Batteries, Lithium Ion 1.5v 800mAh USB Batteries, 0.5h Fully Charging, Over 1200 Cycles, 2 * 2-in-1 USB-C Charging Cables, LED Charging Indicator, 4 Packs", "asin": "B0D45F63Z5", "price": "$12.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "AAAA Batteries, Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 4 Count", "asin": "B07FFMCDWS", "price": "$8.49", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Ultra AAAA Battery", "asin": "B087ZHLLBF", "price": "$9.65", "delivery": "FREE delivery Mon, Mar 31"}, {"title": "Duracell PGD MX2500B2PK Procell Battery, Alkaline, AAAA Size (Pack of 12)", "asin": "B07T221JL3", "price": "$18.13", "delivery": "FREE delivery Apr 17 - 21"}, {"title": "Energizer Alkaline Batteries Size Aaaa 1.5 V Blister Pack 2", "asin": "B00KODA0EE"}, {"title": "50 New AAAA Batteries", "asin": "B08LMLVPLK", "price": "$18.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29"}, {"title": "1.5V AAAA Primary Battery - Batteries - 4Pcs AAAA Batteries", "asin": "B0DSJ8P3N5", "price": "$3.10", "delivery": "$3.99 delivery Apr 4 - 8"}, {"title": "Energizer - AAAA Alkaline Battery for Laser Pointers, Penlights, Computer Stylus, and Others", "asin": "B001F0J7GM", "price": "$6.25", "delivery": "FREE delivery Apr 7 - 9"}, {"title": "2x Duracell Ultra AAAA Alkaline Batteries MN2500 MX2500 LR8D425 E96 25A", "asin": "B088G1TNNJ", "price": "$15.95", "delivery": "FREE delivery Apr 1 - 3"}, {"title": "Energizer Max AAAA 8 Batteries in Original Retail Packs", "asin": "B01FGNV68K", "price": "$16.39", "delivery": "FREE delivery Apr 2 - 7"}, {"title": "AAAA Batteries (12-Pack)", "asin": "B0C3JDPF8V", "price": "$8.97", "delivery": "FREE delivery Sat, Mar 29 Or fastest delivery Tomorrow, Mar 28 Only 11 left in stock - order soon."}, {"title": "My Battery Supplier Replacement for GP AAAA Super Fresh Pack of 2 Super Alkaline 1.5V Batteries LR61 MN2500 EN96", "asin": "B07WHV7HW2", "price": "$4.19", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "AAAA Quadruple A E96 Batteries 12 Pack", "asin": "B08LK9V3CW", "price": "$8.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "ATOMIC AAAA 1.5V Ultra Alkaline Batteries LR8D425 AM6 LR61 E96 MN2500 (60 Batteries Total)", "asin": "B098ZJ1MFH", "price": "$21.06", "delivery": "FREE delivery Apr 2 - 7 Or fastest delivery Mar 31 - Apr 3"}, {"title": "Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 25 Pack", "asin": "B016XBGB1Q", "price": "$33.39", "delivery": "FREE delivery Apr 2 - 7"}, {"title": "Energizer MAX Alkaline Batteries, AAAA, 2 Batteries/Pack", "asin": "B00CO99F9M", "price": "$5.99", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "Duracell AAAA 1.5V Ultra Photo Alkaline Batteries, 2 Count Pack, AAAA 1.5 Volt Alkaline Battery, Long-Lasting for Cameras, Glucose and Blood Monitors, and More", "asin": "B00O35UE4A"}, {"title": "Energizer Battery AAAA 2EA", "asin": "B004EBVNPM", "price": "$5.79", "delivery": "FREE delivery Apr 2 - 7"}, {"title": "Kastar AAAA Battery 2 Pcs Ni-MH 1.2V 400mAh Replacement for MS Surface Pen Battery, Stylus Pens, Tooth Brush, Video Game Controllers, Bluetooth Headset, Monitor Battery", "asin": "B09RLXQ9LZ", "price": "$6.99", "delivery": "FREE delivery Mon, Mar 31 Or fastest delivery Tomorrow, Mar 28"}, {"title": "Batmax 4X AAAA Ni-MH Rechargeable Batteries + LED Dual USB Charger with Type C Port for Surface Pen Active Stylus and More; A, AA,AAA,AAAA, N Size, C Size Batteries;", "asin": "B09C5ZGMVH", "price": "$14.39", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "GP Batteries GP25A-C2 Pack of 2 Super Alkaline AAAA Piles Batteries", "asin": "B002GZG6YG", "price": "$5.39", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "2-Pack AAAA 1.5V Alkaline-Batteries, for Stylusus Pen Battery Size Format E96 LR61 1.5V, Also for Cameras, Glucose Meters and Blood Monitors\uff0cand More, 2 Count Pack", "asin": "B0DGGQ2YR5", "price": "$5.21", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29"}, {"title": "Energizer E96 AAAA Alkaline Battery (2 pack)", "asin": "B006T9BFCS", "price": "$6.79", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 2 Pack", "asin": "B016XJB38O", "price": "$6.79", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "Energizer E96BP2 Energizer Alkaline Battery,\"AAAA\" Size, 2/PK", "asin": "B002YE1XII", "price": "$5.49", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "GP Batteries 30237 Battery Alkaline AAAA", "asin": "B000L9C1N4", "price": "$4.39", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "UL2AAAA UL2AAAA AAAA Alkaline Batteries, 2 pk", "asin": "B000IEKSDM", "price": "$8.25", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Only 5 left in stock - order soon."}, {"title": "Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Battery", "asin": "B016XJB3DY", "price": "$4.95", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "Energizer, e2 Battery AAAA, 1 Count", "asin": "B0751BTV5N"}, {"title": "8 X Aaaa Energizer E96 Alkaline Batteries", "asin": "B00X756VLW", "price": "$12.39", "delivery": "FREE delivery Apr 7 - 9 Or fastest delivery Apr 4 - 7"}, {"title": "6 New AAAA Batteries", "asin": "B08LDXLYDM", "price": "$8.29", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 10 left in stock - order soon."}, {"title": "5-Pack AAAA 1.5V Alkaline-Batteries, for Stylusus Pen Battery Size Format E96 LR61 1.5V, Also for Cameras, Glucose Meters and Blood Monitors\uff0cand More, 5 Count Pack", "asin": "B0DGGM8FWR", "price": "$6.86", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 2 left in stock - order soon."}, {"title": "Duracell Ultra AAAA Alkaline Battery 1.5V LR8D425, E96, 25A, MN2500, MX2500", "asin": "B08739TNR4"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-27T18:44:27.271Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-27T18:44:27.271Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-27T18:44:27.271Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1312, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"battery aaaa\"}],\n\"promotion_items\": [{\"title\": \"Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery\", \"asin\": \"\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\\n32 Count (Pack of 1)\", \"asin\": \"\", \"price\": \"$15.18\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"\", \"price\": \"$11.18\", \"quantity\": \"\"},\n{\"title\": \"Interstate Batteries AAA Alkaline Battery (48 Pack) All-Purpose 1.5V High Performance Battery - Workaholic (DRY7002)\", \"asin\": \"\", \"price\": \"$27.49\", \"quantity\": \"\"},\n{\"title\": \"bump 2 AA + 2 AAA 1.5V Rechargeable Batteries \\u2013 Battery 4 Pack - Lithium Ion, High Output, Fast & Long Lasting USB-C Charge, Use w/Remote Control, Toys, Keyboards, Charger Cable Included\", \"asin\": \"\", \"price\": \"$15.95\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"quantity\": \"\"},\n{\"title\": \"Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery\", \"asin\": \"B07Z51KRD4\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"quantity\": \"\"},\n{\"title\": \"PHILIPS AAA Batteries, Ultra Alkaline Triple AAA Batteries 12 Pack, 1.5v Batteries AAA Size Pack, Ultimate Long-Lasting Power for High-Drain Devices, 10-Year Shelf Life, Durable Leak-Proof Design.\", \"asin\": \"B0DQ63FXF6\", \"price\": \"$7.69\", \"quantity\": \"\"},\n{\"title\": \"3.7V 18650 Rechargeable Battery 9900mAh Universal Smart Charger for 26650 14500 16340 14250 (Button Top, 4 Pack+4 Bay Battery Charger)\", \"asin\": \"B0CLY4V3BB\", \"price\": \"$18.13\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Amazon Basics 4-Pack AAAA Alkaline High-Performance Batteries, 1.5 Volt, 3-Year Shelf Life\", \"asin\": \"B00LH3DREU\", \"price\": \"$5.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery\", \"asin\": \"B07Z51KRD4\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Voniko \\u2013 Premium Grade AAAA Batteries (8 Pack) \\u2013 Ultra Long Lasting, 5-Year Shelf Life, Leakproof 1.5V AAAA Alkaline Battery \\u2013 Perfect for Stylus Pens, Glucose and Blood Monitors, and More\", \"asin\": \"B0BP1HTYMD\", \"price\": \"$5.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"Duracell AAAA 1.5V Ultra Photo Alkaline Batteries, 2 Count Pack, AAAA 1.5 Volt Alkaline Battery, Long-Lasting for Cameras, Glucose and Blood Monitors, and More\", \"asin\": \"B00E6AXZHU\", \"price\": \"$5.00\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 8-Pack AAAA Alkaline High-Performance Batteries, 1.5 Volt, 3-Year Shelf Life\", \"asin\": \"B00LH3DTYS\", \"price\": \"$6.56\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery\", \"asin\": \"B07Z51KRD4\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer 6 NEW AAAA Batteries\", \"asin\": \"B002BKF7HS\", \"price\": \"$9.59\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AAAA Batteries, 1.5 Volt Battery AAAA Alkaline (Pack of 1, 2 Count Total)\", \"asin\": \"B0044D9ZI2\", \"price\": \"$5.48\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ACDelco 10-Count AAAA Batteries, Maximum Power Super Alkaline Battery, Use for Glucose Meters and Blood Monitors, 5-Year Shelf Life\", \"asin\": \"B07CZ1PN4P\", \"price\": \"$8.10\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"EBL Rechargeable AAAA Batteries 2 Counts 400mAh with Smart AAAA Battery Charger - High Capacity Ni-MH 1.2V 1200 Cycles for Surface Stylus Pen\", \"asin\": \"B0CKQLFQ13\", \"price\": \"$7.89\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"AAAA Batteries, 1.5V Alkaline AAAA Battery (2 Pack)\", \"asin\": \"B08L9PMBKR\", \"price\": \"$4.25\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Tectra 450mAh AAAA Batteries, 4-Pack AAAA Rechargeable Ni-MH Batteries with AA AAA AAAA Ni-MH Universal Smart Battery Charger for Surface Pen Active Stylus\", \"asin\": \"B092ZRZ7CB\", \"price\": \"$12.63\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Six Energizer AAAA Alkaline Batteries for Streamlight Stylus Lights\", \"asin\": \"B001GB3ZPE\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 2 Count\", \"asin\": \"B086M7SCCX\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Voniko \\u2013 Premium Grade AAAA Batteries (8 Pack) \\u2013 Ultra Long Lasting, 5-Year Shelf Life, Leakproof 1.5V AAAA Alkaline Battery \\u2013 Perfect for Stylus Pens, Glucose and Blood Monitors, and More\", \"asin\": \"B0BP1HTYMD\", \"price\": \"$5.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"AAAA Batteries, Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 4 Count\", \"asin\": \"B07FFMCDWS\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"EBL 8 Pack AAA Ni-MH Rechargeable Batteries AAA Batteries ProCyco Technology (Typical 1100mAh, Minimum 1000mAh)\", \"asin\": \"B00HIW3Q0Y\", \"price\": \"$7.59\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"POWEROWL High-Capacity Alkaline AAA Batteries 100 Pack, 1.5v Long Lasting Triple A Battery, 10-Year Shelf Life\", \"asin\": \"B0BG8L1XVN\", \"price\": \"$20.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"aa 1.5v Rechargeable Batteries USB c 1.5V 2800mAh USB-C Rechargeable AA Battery \\u2013 Long-Lasting Power Easy USB-C Charging (8pcs)\", \"asin\": \"B0DHRWQP27\", \"price\": \"$28.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon\"},\n{\"title\": \"Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 20 Pack\", \"asin\": \"B016XBG9Z4\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 11 left in stock - order soon.\"},\n{\"title\": \"Streamlight 65030 Stylus AAAA Replacement Batteries, 6-Pack\", \"asin\": \"B0000AUSOI\", \"price\": \"$9.57\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"14 Pack of AAAA Alkaline Batteries. Fits Streamlight Flashlights\", \"asin\": \"B08LCQ2771\", \"price\": \"$6.39\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"MAX Alkaline Batteries, AAAA, 2 Batteries/Pack\", \"asin\": \"B0096XRRVW\", \"price\": \"$6.39\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"2Pack AAAA Rechargeable Batteries and Charger for Flashlight Calculator Alarm Clock MP3 Player Surface Pen Battery and Other Rechargeable Electric Batteries\", \"asin\": \"B08ZK9469Q\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon\"},\n{\"title\": \"Batmax 4X AAAA Ni-MH Rechargeable Batteries + LED Dual USB Charger with Type C Port for Surface Pen Active Stylus and More; A, AA,AAA,AAAA, N Size, C Size Batteries;\", \"asin\": \"B09C5ZGMVH\", \"price\": \"$14.39\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"3.7V 18650 Rechargeable Battery 9900mAh Universal Smart Charger for 26650 14500 16340 14250 (Button Top, 4 Pack+4 Bay Battery Charger)\", \"asin\": \"B0CLY4V3BB\", \"price\": \"$18.13\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"USB Rechargeable AAA Batteries, Lithium Ion 1.5v 800mAh USB Batteries, 0.5h Fully Charging, Over 1200 Cycles, 2 * 2-in-1 USB-C Charging Cables, LED Charging Indicator, 4 Packs\", \"asin\": \"B0D45F63Z5\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"AAAA Batteries, Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 4 Count\", \"asin\": \"B07FFMCDWS\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Ultra AAAA Battery\", \"asin\": \"B087ZHLLBF\", \"price\": \"$9.65\", \"delivery\": \"FREE delivery Mon, Mar 31\"},\n{\"title\": \"Duracell PGD MX2500B2PK Procell Battery, Alkaline, AAAA Size (Pack of 12)\", \"asin\": \"B07T221JL3\", \"price\": \"$18.13\", \"delivery\": \"FREE delivery Apr 17 - 21\"},\n{\"title\": \"Energizer Alkaline Batteries Size Aaaa 1.5 V Blister Pack 2\", \"asin\": \"B00KODA0EE\"},\n{\"title\": \"50 New AAAA Batteries\", \"asin\": \"B08LMLVPLK\", \"price\": \"$18.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"1.5V AAAA Primary Battery - Batteries - 4Pcs AAAA Batteries\", \"asin\": \"B0DSJ8P3N5\", \"price\": \"$3.10\", \"delivery\": \"$3.99 delivery Apr 4 - 8\"},\n{\"title\": \"Energizer - AAAA Alkaline Battery for Laser Pointers, Penlights, Computer Stylus, and Others\", \"asin\": \"B001F0J7GM\", \"price\": \"$6.25\", \"delivery\": \"FREE delivery Apr 7 - 9\"},\n{\"title\": \"2x Duracell Ultra AAAA Alkaline Batteries MN2500 MX2500 LR8D425 E96 25A\", \"asin\": \"B088G1TNNJ\", \"price\": \"$15.95\", \"delivery\": \"FREE delivery Apr 1 - 3\"},\n{\"title\": \"Energizer Max AAAA 8 Batteries in Original Retail Packs\", \"asin\": \"B01FGNV68K\", \"price\": \"$16.39\", \"delivery\": \"FREE delivery Apr 2 - 7\"},\n{\"title\": \"AAAA Batteries (12-Pack)\", \"asin\": \"B0C3JDPF8V\", \"price\": \"$8.97\", \"delivery\": \"FREE delivery Sat, Mar 29 Or fastest delivery Tomorrow, Mar 28 Only 11 left in stock - order soon.\"},\n{\"title\": \"My Battery Supplier Replacement for GP AAAA Super Fresh Pack of 2 Super Alkaline 1.5V Batteries LR61 MN2500 EN96\", \"asin\": \"B07WHV7HW2\", \"price\": \"$4.19\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"AAAA Quadruple A E96 Batteries 12 Pack\", \"asin\": \"B08LK9V3CW\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ATOMIC AAAA 1.5V Ultra Alkaline Batteries LR8D425 AM6 LR61 E96 MN2500 (60 Batteries Total)\", \"asin\": \"B098ZJ1MFH\", \"price\": \"$21.06\", \"delivery\": \"FREE delivery Apr 2 - 7 Or fastest delivery Mar 31 - Apr 3\"},\n{\"title\": \"Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 25 Pack\", \"asin\": \"B016XBGB1Q\", \"price\": \"$33.39\", \"delivery\": \"FREE delivery Apr 2 - 7\"},\n{\"title\": \"Energizer MAX Alkaline Batteries, AAAA, 2 Batteries/Pack\", \"asin\": \"B00CO99F9M\", \"price\": \"$5.99\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"Duracell AAAA 1.5V Ultra Photo Alkaline Batteries, 2 Count Pack, AAAA 1.5 Volt Alkaline Battery, Long-Lasting for Cameras, Glucose and Blood Monitors, and More\", \"asin\": \"B00O35UE4A\"},\n{\"title\": \"Energizer Battery AAAA 2EA\", \"asin\": \"B004EBVNPM\", \"price\": \"$5.79\", \"delivery\": \"FREE delivery Apr 2 - 7\"},\n{\"title\": \"Kastar AAAA Battery 2 Pcs Ni-MH 1.2V 400mAh Replacement for MS Surface Pen Battery, Stylus Pens, Tooth Brush, Video Game Controllers, Bluetooth Headset, Monitor Battery\", \"asin\": \"B09RLXQ9LZ\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Mon, Mar 31 Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Batmax 4X AAAA Ni-MH Rechargeable Batteries + LED Dual USB Charger with Type C Port for Surface Pen Active Stylus and More; A, AA,AAA,AAAA, N Size, C Size Batteries;\", \"asin\": \"B09C5ZGMVH\", \"price\": \"$14.39\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"GP Batteries GP25A-C2 Pack of 2 Super Alkaline AAAA Piles Batteries\", \"asin\": \"B002GZG6YG\", \"price\": \"$5.39\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"2-Pack AAAA 1.5V Alkaline-Batteries, for Stylusus Pen Battery Size Format E96 LR61 1.5V, Also for Cameras, Glucose Meters and Blood Monitors\\uff0cand More, 2 Count Pack\", \"asin\": \"B0DGGQ2YR5\", \"price\": \"$5.21\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"Energizer E96 AAAA Alkaline Battery (2 pack)\", \"asin\": \"B006T9BFCS\", \"price\": \"$6.79\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 2 Pack\", \"asin\": \"B016XJB38O\", \"price\": \"$6.79\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"Energizer E96BP2 Energizer Alkaline Battery,\\\"AAAA\\\" Size, 2/PK\", \"asin\": \"B002YE1XII\", \"price\": \"$5.49\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"GP Batteries 30237 Battery Alkaline AAAA\", \"asin\": \"B000L9C1N4\", \"price\": \"$4.39\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"UL2AAAA UL2AAAA AAAA Alkaline Batteries, 2 pk\", \"asin\": \"B000IEKSDM\", \"price\": \"$8.25\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Only 5 left in stock - order soon.\"},\n{\"title\": \"Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Battery\", \"asin\": \"B016XJB3DY\", \"price\": \"$4.95\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"Energizer, e2 Battery AAAA, 1 Count\", \"asin\": \"B0751BTV5N\"},\n{\"title\": \"8 X Aaaa Energizer E96 Alkaline Batteries\", \"asin\": \"B00X756VLW\", \"price\": \"$12.39\", \"delivery\": \"FREE delivery Apr 7 - 9 Or fastest delivery Apr 4 - 7\"},\n{\"title\": \"6 New AAAA Batteries\", \"asin\": \"B08LDXLYDM\", \"price\": \"$8.29\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 10 left in stock - order soon.\"},\n{\"title\": \"5-Pack AAAA 1.5V Alkaline-Batteries, for Stylusus Pen Battery Size Format E96 LR61 1.5V, Also for Cameras, Glucose Meters and Blood Monitors\\uff0cand More, 5 Count Pack\", \"asin\": \"B0DGGM8FWR\", \"price\": \"$6.86\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 2 left in stock - order soon.\"},\n{\"title\": \"Duracell Ultra AAAA Alkaline Battery 1.5V LR8D425, E96, 25A, MN2500, MX2500\", \"asin\": \"B08739TNR4\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:44:27.271Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"battery aaa\"}],\n\"promotion_items\": [{\"title\": \"Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery\", \"asin\": \"\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\\n32 Count (Pack of 1)\", \"asin\": \"\", \"price\": \"$15.18\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"\", \"price\": \"$11.18\", \"quantity\": \"\"},\n{\"title\": \"Interstate Batteries AAA Alkaline Battery (48 Pack) All-Purpose 1.5V High Performance Battery - Workaholic (DRY7002)\", \"asin\": \"\", \"price\": \"$27.49\", \"quantity\": \"\"},\n{\"title\": \"bump 2 AA + 2 AAA 1.5V Rechargeable Batteries \\u2013 Battery 4 Pack - Lithium Ion, High Output, Fast & Long Lasting USB-C Charge, Use w/Remote Control, Toys, Keyboards, Charger Cable Included\", \"asin\": \"\", \"price\": \"$15.95\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"quantity\": \"\"},\n{\"title\": \"Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery\", \"asin\": \"B07Z51KRD4\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"quantity\": \"\"},\n{\"title\": \"PHILIPS AAA Batteries, Ultra Alkaline Triple AAA Batteries 12 Pack, 1.5v Batteries AAA Size Pack, Ultimate Long-Lasting Power for High-Drain Devices, 10-Year Shelf Life, Durable Leak-Proof Design.\", \"asin\": \"B0DQ63FXF6\", \"price\": \"$7.69\", \"quantity\": \"\"},\n{\"title\": \"3.7V 18650 Rechargeable Battery 9900mAh Universal Smart Charger for 26650 14500 16340 14250 (Button Top, 4 Pack+4 Bay Battery Charger)\", \"asin\": \"B0CLY4V3BB\", \"price\": \"$18.13\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Amazon Basics 4-Pack AAAA Alkaline High-Performance Batteries, 1.5 Volt, 3-Year Shelf Life\", \"asin\": \"B00LH3DREU\", \"price\": \"$5.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery\", \"asin\": \"B07Z51KRD4\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Voniko \\u2013 Premium Grade AAAA Batteries (8 Pack) \\u2013 Ultra Long Lasting, 5-Year Shelf Life, Leakproof 1.5V AAAA Alkaline Battery \\u2013 Perfect for Stylus Pens, Glucose and Blood Monitors, and More\", \"asin\": \"B0BP1HTYMD\", \"price\": \"$5.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"Duracell AAAA 1.5V Ultra Photo Alkaline Batteries, 2 Count Pack, AAAA 1.5 Volt Alkaline Battery, Long-Lasting for Cameras, Glucose and Blood Monitors, and More\", \"asin\": \"B00E6AXZHU\", \"price\": \"$5.00\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 8-Pack AAAA Alkaline High-Performance Batteries, 1.5 Volt, 3-Year Shelf Life\", \"asin\": \"B00LH3DTYS\", \"price\": \"$6.56\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery\", \"asin\": \"B07Z51KRD4\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer 6 NEW AAAA Batteries\", \"asin\": \"B002BKF7HS\", \"price\": \"$9.59\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AAAA Batteries, 1.5 Volt Battery AAAA Alkaline (Pack of 1, 2 Count Total)\", \"asin\": \"B0044D9ZI2\", \"price\": \"$5.48\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ACDelco 10-Count AAAA Batteries, Maximum Power Super Alkaline Battery, Use for Glucose Meters and Blood Monitors, 5-Year Shelf Life\", \"asin\": \"B07CZ1PN4P\", \"price\": \"$8.10\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"EBL Rechargeable AAAA Batteries 2 Counts 400mAh with Smart AAAA Battery Charger - High Capacity Ni-MH 1.2V 1200 Cycles for Surface Stylus Pen\", \"asin\": \"B0CKQLFQ13\", \"price\": \"$7.89\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"AAAA Batteries, 1.5V Alkaline AAAA Battery (2 Pack)\", \"asin\": \"B08L9PMBKR\", \"price\": \"$4.25\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Tectra 450mAh AAAA Batteries, 4-Pack AAAA Rechargeable Ni-MH Batteries with AA AAA AAAA Ni-MH Universal Smart Battery Charger for Surface Pen Active Stylus\", \"asin\": \"B092ZRZ7CB\", \"price\": \"$12.63\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Six Energizer AAAA Alkaline Batteries for Streamlight Stylus Lights\", \"asin\": \"B001GB3ZPE\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 2 Count\", \"asin\": \"B086M7SCCX\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Voniko \\u2013 Premium Grade AAAA Batteries (8 Pack) \\u2013 Ultra Long Lasting, 5-Year Shelf Life, Leakproof 1.5V AAAA Alkaline Battery \\u2013 Perfect for Stylus Pens, Glucose and Blood Monitors, and More\", \"asin\": \"B0BP1HTYMD\", \"price\": \"$5.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"AAAA Batteries, Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 4 Count\", \"asin\": \"B07FFMCDWS\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"EBL 8 Pack AAA Ni-MH Rechargeable Batteries AAA Batteries ProCyco Technology (Typical 1100mAh, Minimum 1000mAh)\", \"asin\": \"B00HIW3Q0Y\", \"price\": \"$7.59\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"POWEROWL High-Capacity Alkaline AAA Batteries 100 Pack, 1.5v Long Lasting Triple A Battery, 10-Year Shelf Life\", \"asin\": \"B0BG8L1XVN\", \"price\": \"$20.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"aa 1.5v Rechargeable Batteries USB c 1.5V 2800mAh USB-C Rechargeable AA Battery \\u2013 Long-Lasting Power Easy USB-C Charging (8pcs)\", \"asin\": \"B0DHRWQP27\", \"price\": \"$28.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon\"},\n{\"title\": \"Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 20 Pack\", \"asin\": \"B016XBG9Z4\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 11 left in stock - order soon.\"},\n{\"title\": \"Streamlight 65030 Stylus AAAA Replacement Batteries, 6-Pack\", \"asin\": \"B0000AUSOI\", \"price\": \"$9.57\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"14 Pack of AAAA Alkaline Batteries. Fits Streamlight Flashlights\", \"asin\": \"B08LCQ2771\", \"price\": \"$6.39\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"MAX Alkaline Batteries, AAAA, 2 Batteries/Pack\", \"asin\": \"B0096XRRVW\", \"price\": \"$6.39\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"2Pack AAAA Rechargeable Batteries and Charger for Flashlight Calculator Alarm Clock MP3 Player Surface Pen Battery and Other Rechargeable Electric Batteries\", \"asin\": \"B08ZK9469Q\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon\"},\n{\"title\": \"Batmax 4X AAAA Ni-MH Rechargeable Batteries + LED Dual USB Charger with Type C Port for Surface Pen Active Stylus and More; A, AA,AAA,AAAA, N Size, C Size Batteries;\", \"asin\": \"B09C5ZGMVH\", \"price\": \"$14.39\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"3.7V 18650 Rechargeable Battery 9900mAh Universal Smart Charger for 26650 14500 16340 14250 (Button Top, 4 Pack+4 Bay Battery Charger)\", \"asin\": \"B0CLY4V3BB\", \"price\": \"$18.13\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"USB Rechargeable AAA Batteries, Lithium Ion 1.5v 800mAh USB Batteries, 0.5h Fully Charging, Over 1200 Cycles, 2 * 2-in-1 USB-C Charging Cables, LED Charging Indicator, 4 Packs\", \"asin\": \"B0D45F63Z5\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"AAAA Batteries, Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 4 Count\", \"asin\": \"B07FFMCDWS\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Ultra AAAA Battery\", \"asin\": \"B087ZHLLBF\", \"price\": \"$9.65\", \"delivery\": \"FREE delivery Mon, Mar 31\"},\n{\"title\": \"Duracell PGD MX2500B2PK Procell Battery, Alkaline, AAAA Size (Pack of 12)\", \"asin\": \"B07T221JL3\", \"price\": \"$18.13\", \"delivery\": \"FREE delivery Apr 17 - 21\"},\n{\"title\": \"Energizer Alkaline Batteries Size Aaaa 1.5 V Blister Pack 2\", \"asin\": \"B00KODA0EE\"},\n{\"title\": \"50 New AAAA Batteries\", \"asin\": \"B08LMLVPLK\", \"price\": \"$18.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"1.5V AAAA Primary Battery - Batteries - 4Pcs AAAA Batteries\", \"asin\": \"B0DSJ8P3N5\", \"price\": \"$3.10\", \"delivery\": \"$3.99 delivery Apr 4 - 8\"},\n{\"title\": \"Energizer - AAAA Alkaline Battery for Laser Pointers, Penlights, Computer Stylus, and Others\", \"asin\": \"B001F0J7GM\", \"price\": \"$6.25\", \"delivery\": \"FREE delivery Apr 7 - 9\"},\n{\"title\": \"2x Duracell Ultra AAAA Alkaline Batteries MN2500 MX2500 LR8D425 E96 25A\", \"asin\": \"B088G1TNNJ\", \"price\": \"$15.95\", \"delivery\": \"FREE delivery Apr 1 - 3\"},\n{\"title\": \"Energizer Max AAAA 8 Batteries in Original Retail Packs\", \"asin\": \"B01FGNV68K\", \"price\": \"$16.39\", \"delivery\": \"FREE delivery Apr 2 - 7\"},\n{\"title\": \"AAAA Batteries (12-Pack)\", \"asin\": \"B0C3JDPF8V\", \"price\": \"$8.97\", \"delivery\": \"FREE delivery Sat, Mar 29 Or fastest delivery Tomorrow, Mar 28 Only 11 left in stock - order soon.\"},\n{\"title\": \"My Battery Supplier Replacement for GP AAAA Super Fresh Pack of 2 Super Alkaline 1.5V Batteries LR61 MN2500 EN96\", \"asin\": \"B07WHV7HW2\", \"price\": \"$4.19\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"AAAA Quadruple A E96 Batteries 12 Pack\", \"asin\": \"B08LK9V3CW\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ATOMIC AAAA 1.5V Ultra Alkaline Batteries LR8D425 AM6 LR61 E96 MN2500 (60 Batteries Total)\", \"asin\": \"B098ZJ1MFH\", \"price\": \"$21.06\", \"delivery\": \"FREE delivery Apr 2 - 7 Or fastest delivery Mar 31 - Apr 3\"},\n{\"title\": \"Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 25 Pack\", \"asin\": \"B016XBGB1Q\", \"price\": \"$33.39\", \"delivery\": \"FREE delivery Apr 2 - 7\"},\n{\"title\": \"Energizer MAX Alkaline Batteries, AAAA, 2 Batteries/Pack\", \"asin\": \"B00CO99F9M\", \"price\": \"$5.99\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"Duracell AAAA 1.5V Ultra Photo Alkaline Batteries, 2 Count Pack, AAAA 1.5 Volt Alkaline Battery, Long-Lasting for Cameras, Glucose and Blood Monitors, and More\", \"asin\": \"B00O35UE4A\"},\n{\"title\": \"Energizer Battery AAAA 2EA\", \"asin\": \"B004EBVNPM\", \"price\": \"$5.79\", \"delivery\": \"FREE delivery Apr 2 - 7\"},\n{\"title\": \"Kastar AAAA Battery 2 Pcs Ni-MH 1.2V 400mAh Replacement for MS Surface Pen Battery, Stylus Pens, Tooth Brush, Video Game Controllers, Bluetooth Headset, Monitor Battery\", \"asin\": \"B09RLXQ9LZ\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Mon, Mar 31 Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Batmax 4X AAAA Ni-MH Rechargeable Batteries + LED Dual USB Charger with Type C Port for Surface Pen Active Stylus and More; A, AA,AAA,AAAA, N Size, C Size Batteries;\", \"asin\": \"B09C5ZGMVH\", \"price\": \"$14.39\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"GP Batteries GP25A-C2 Pack of 2 Super Alkaline AAAA Piles Batteries\", \"asin\": \"B002GZG6YG\", \"price\": \"$5.39\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"2-Pack AAAA 1.5V Alkaline-Batteries, for Stylusus Pen Battery Size Format E96 LR61 1.5V, Also for Cameras, Glucose Meters and Blood Monitors\\uff0cand More, 2 Count Pack\", \"asin\": \"B0DGGQ2YR5\", \"price\": \"$5.21\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"Energizer E96 AAAA Alkaline Battery (2 pack)\", \"asin\": \"B006T9BFCS\", \"price\": \"$6.79\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 2 Pack\", \"asin\": \"B016XJB38O\", \"price\": \"$6.79\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"Energizer E96BP2 Energizer Alkaline Battery,\\\"AAAA\\\" Size, 2/PK\", \"asin\": \"B002YE1XII\", \"price\": \"$5.49\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"GP Batteries 30237 Battery Alkaline AAAA\", \"asin\": \"B000L9C1N4\", \"price\": \"$4.39\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"UL2AAAA UL2AAAA AAAA Alkaline Batteries, 2 pk\", \"asin\": \"B000IEKSDM\", \"price\": \"$8.25\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Only 5 left in stock - order soon.\"},\n{\"title\": \"Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Battery\", \"asin\": \"B016XJB3DY\", \"price\": \"$4.95\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"Energizer, e2 Battery AAAA, 1 Count\", \"asin\": \"B0751BTV5N\"},\n{\"title\": \"8 X Aaaa Energizer E96 Alkaline Batteries\", \"asin\": \"B00X756VLW\", \"price\": \"$12.39\", \"delivery\": \"FREE delivery Apr 7 - 9 Or fastest delivery Apr 4 - 7\"},\n{\"title\": \"6 New AAAA Batteries\", \"asin\": \"B08LDXLYDM\", \"price\": \"$8.29\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 10 left in stock - order soon.\"},\n{\"title\": \"5-Pack AAAA 1.5V Alkaline-Batteries, for Stylusus Pen Battery Size Format E96 LR61 1.5V, Also for Cameras, Glucose Meters and Blood Monitors\\uff0cand More, 5 Count Pack\", \"asin\": \"B0DGGM8FWR\", \"price\": \"$6.86\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 2 left in stock - order soon.\"},\n{\"title\": \"Duracell Ultra AAAA Alkaline Battery 1.5V LR8D425, E96, 25A, MN2500, MX2500\", \"asin\": \"B08739TNR4\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:44:27.793Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-27T18:44:27.793Z	click	search	rule	train	1,313	2025-03-27T18:44:27.793Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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\|> <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} <\|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": "battery aaa"}], "promotion_items": [{"title": "Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery", "asin": "", "price": "$8.49", "quantity": ""}, {"title": "Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\n32 Count (Pack of 1)", "asin": "", "price": "$15.18", "quantity": ""}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\n20 Count (Pack of 1)", "asin": "", "price": "$11.18", "quantity": ""}, {"title": "Interstate Batteries AAA Alkaline Battery (48 Pack) All-Purpose 1.5V High Performance Battery - Workaholic (DRY7002)", "asin": "", "price": "$27.49", "quantity": ""}, {"title": "bump 2 AA + 2 AAA 1.5V Rechargeable Batteries \u2013 Battery 4 Pack - Lithium Ion, High Output, Fast & Long Lasting USB-C Charge, Use w/Remote Control, Toys, Keyboards, Charger Cable Included", "asin": "", "price": "$15.95", "quantity": ""}, {"title": "Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\n32 Count (Pack of 1)", "asin": "B09RTVN5GN", "price": "$15.18", "quantity": ""}, {"title": "Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery", "asin": "B07Z51KRD4", "price": "$8.49", "quantity": ""}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\n20 Count (Pack of 1)", "asin": "B002UXRXE6", "price": "$11.18", "quantity": ""}, {"title": "PHILIPS AAA Batteries, Ultra Alkaline Triple AAA Batteries 12 Pack, 1.5v Batteries AAA Size Pack, Ultimate Long-Lasting Power for High-Drain Devices, 10-Year Shelf Life, Durable Leak-Proof Design.", "asin": "B0DQ63FXF6", "price": "$7.69", "quantity": ""}, {"title": "3.7V 18650 Rechargeable Battery 9900mAh Universal Smart Charger for 26650 14500 16340 14250 (Button Top, 4 Pack+4 Bay Battery Charger)", "asin": "B0CLY4V3BB", "price": "$18.13", "quantity": ""}], "search_results": [{"title": "Amazon Basics 4-Pack AAAA Alkaline High-Performance Batteries, 1.5 Volt, 3-Year Shelf Life", "asin": "B00LH3DREU", "price": "$5.85", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery", "asin": "B07Z51KRD4", "price": "$8.49", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B002UXRXE6", "price": "$11.18", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Voniko \u2013 Premium Grade AAAA Batteries (8 Pack) \u2013 Ultra Long Lasting, 5-Year Shelf Life, Leakproof 1.5V AAAA Alkaline Battery \u2013 Perfect for Stylus Pens, Glucose and Blood Monitors, and More", "asin": "B0BP1HTYMD", "price": "$5.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29"}, {"title": "Duracell AAAA 1.5V Ultra Photo Alkaline Batteries, 2 Count Pack, AAAA 1.5 Volt Alkaline Battery, Long-Lasting for Cameras, Glucose and Blood Monitors, and More", "asin": "B00E6AXZHU", "price": "$5.00", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Amazon Basics 8-Pack AAAA Alkaline High-Performance Batteries, 1.5 Volt, 3-Year Shelf Life", "asin": "B00LH3DTYS", "price": "$6.56", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery", "asin": "B07Z51KRD4", "price": "$8.49", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer 6 NEW AAAA Batteries", "asin": "B002BKF7HS", "price": "$9.59", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer AAAA Batteries, 1.5 Volt Battery AAAA Alkaline (Pack of 1, 2 Count Total)", "asin": "B0044D9ZI2", "price": "$5.48", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "ACDelco 10-Count AAAA Batteries, Maximum Power Super Alkaline Battery, Use for Glucose Meters and Blood Monitors, 5-Year Shelf Life", "asin": "B07CZ1PN4P", "price": "$8.10", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "EBL Rechargeable AAAA Batteries 2 Counts 400mAh with Smart AAAA Battery Charger - High Capacity Ni-MH 1.2V 1200 Cycles for Surface Stylus Pen", "asin": "B0CKQLFQ13", "price": "$7.89", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "AAAA Batteries, 1.5V Alkaline AAAA Battery (2 Pack)", "asin": "B08L9PMBKR", "price": "$4.25", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Tectra 450mAh AAAA Batteries, 4-Pack AAAA Rechargeable Ni-MH Batteries with AA AAA AAAA Ni-MH Universal Smart Battery Charger for Surface Pen Active Stylus", "asin": "B092ZRZ7CB", "price": "$12.63", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Six Energizer AAAA Alkaline Batteries for Streamlight Stylus Lights", "asin": "B001GB3ZPE", "price": "$9.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 2 Count", "asin": "B086M7SCCX", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Voniko \u2013 Premium Grade AAAA Batteries (8 Pack) \u2013 Ultra Long Lasting, 5-Year Shelf Life, Leakproof 1.5V AAAA Alkaline Battery \u2013 Perfect for Stylus Pens, Glucose and Blood Monitors, and More", "asin": "B0BP1HTYMD", "price": "$5.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29"}, {"title": "AAAA Batteries, Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 4 Count", "asin": "B07FFMCDWS", "price": "$8.49", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "EBL 8 Pack AAA Ni-MH Rechargeable Batteries AAA Batteries ProCyco Technology (Typical 1100mAh, Minimum 1000mAh)", "asin": "B00HIW3Q0Y", "price": "$7.59", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "POWEROWL High-Capacity Alkaline AAA Batteries 100 Pack, 1.5v Long Lasting Triple A Battery, 10-Year Shelf Life", "asin": "B0BG8L1XVN", "price": "$20.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "aa 1.5v Rechargeable Batteries USB c 1.5V 2800mAh USB-C Rechargeable AA Battery \u2013 Long-Lasting Power Easy USB-C Charging (8pcs)", "asin": "B0DHRWQP27", "price": "$28.49", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon"}, {"title": "Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 20 Pack", "asin": "B016XBG9Z4", "price": "$29.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 11 left in stock - order soon."}, {"title": "Streamlight 65030 Stylus AAAA Replacement Batteries, 6-Pack", "asin": "B0000AUSOI", "price": "$9.57", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "14 Pack of AAAA Alkaline Batteries. Fits Streamlight Flashlights", "asin": "B08LCQ2771", "price": "$6.39", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "MAX Alkaline Batteries, AAAA, 2 Batteries/Pack", "asin": "B0096XRRVW", "price": "$6.39", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "2Pack AAAA Rechargeable Batteries and Charger for Flashlight Calculator Alarm Clock MP3 Player Surface Pen Battery and Other Rechargeable Electric Batteries", "asin": "B08ZK9469Q", "price": "$10.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon"}, {"title": "Batmax 4X AAAA Ni-MH Rechargeable Batteries + LED Dual USB Charger with Type C Port for Surface Pen Active Stylus and More; A, AA,AAA,AAAA, N Size, C Size Batteries;", "asin": "B09C5ZGMVH", "price": "$14.39", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "3.7V 18650 Rechargeable Battery 9900mAh Universal Smart Charger for 26650 14500 16340 14250 (Button Top, 4 Pack+4 Bay Battery Charger)", "asin": "B0CLY4V3BB", "price": "$18.13", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "USB Rechargeable AAA Batteries, Lithium Ion 1.5v 800mAh USB Batteries, 0.5h Fully Charging, Over 1200 Cycles, 2 * 2-in-1 USB-C Charging Cables, LED Charging Indicator, 4 Packs", "asin": "B0D45F63Z5", "price": "$12.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "AAAA Batteries, Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 4 Count", "asin": "B07FFMCDWS", "price": "$8.49", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Ultra AAAA Battery", "asin": "B087ZHLLBF", "price": "$9.65", "delivery": "FREE delivery Mon, Mar 31"}, {"title": "Duracell PGD MX2500B2PK Procell Battery, Alkaline, AAAA Size (Pack of 12)", "asin": "B07T221JL3", "price": "$18.13", "delivery": "FREE delivery Apr 17 - 21"}, {"title": "Energizer Alkaline Batteries Size Aaaa 1.5 V Blister Pack 2", "asin": "B00KODA0EE"}, {"title": "50 New AAAA Batteries", "asin": "B08LMLVPLK", "price": "$18.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29"}, {"title": "1.5V AAAA Primary Battery - Batteries - 4Pcs AAAA Batteries", "asin": "B0DSJ8P3N5", "price": "$3.10", "delivery": "$3.99 delivery Apr 4 - 8"}, {"title": "Energizer - AAAA Alkaline Battery for Laser Pointers, Penlights, Computer Stylus, and Others", "asin": "B001F0J7GM", "price": "$6.25", "delivery": "FREE delivery Apr 7 - 9"}, {"title": "2x Duracell Ultra AAAA Alkaline Batteries MN2500 MX2500 LR8D425 E96 25A", "asin": "B088G1TNNJ", "price": "$15.95", "delivery": "FREE delivery Apr 1 - 3"}, {"title": "Energizer Max AAAA 8 Batteries in Original Retail Packs", "asin": "B01FGNV68K", "price": "$16.39", "delivery": "FREE delivery Apr 2 - 7"}, {"title": "AAAA Batteries (12-Pack)", "asin": "B0C3JDPF8V", "price": "$8.97", "delivery": "FREE delivery Sat, Mar 29 Or fastest delivery Tomorrow, Mar 28 Only 11 left in stock - order soon."}, {"title": "My Battery Supplier Replacement for GP AAAA Super Fresh Pack of 2 Super Alkaline 1.5V Batteries LR61 MN2500 EN96", "asin": "B07WHV7HW2", "price": "$4.19", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "AAAA Quadruple A E96 Batteries 12 Pack", "asin": "B08LK9V3CW", "price": "$8.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "ATOMIC AAAA 1.5V Ultra Alkaline Batteries LR8D425 AM6 LR61 E96 MN2500 (60 Batteries Total)", "asin": "B098ZJ1MFH", "price": "$21.06", "delivery": "FREE delivery Apr 2 - 7 Or fastest delivery Mar 31 - Apr 3"}, {"title": "Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 25 Pack", "asin": "B016XBGB1Q", "price": "$33.39", "delivery": "FREE delivery Apr 2 - 7"}, {"title": "Energizer MAX Alkaline Batteries, AAAA, 2 Batteries/Pack", "asin": "B00CO99F9M", "price": "$5.99", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "Duracell AAAA 1.5V Ultra Photo Alkaline Batteries, 2 Count Pack, AAAA 1.5 Volt Alkaline Battery, Long-Lasting for Cameras, Glucose and Blood Monitors, and More", "asin": "B00O35UE4A"}, {"title": "Energizer Battery AAAA 2EA", "asin": "B004EBVNPM", "price": "$5.79", "delivery": "FREE delivery Apr 2 - 7"}, {"title": "Kastar AAAA Battery 2 Pcs Ni-MH 1.2V 400mAh Replacement for MS Surface Pen Battery, Stylus Pens, Tooth Brush, Video Game Controllers, Bluetooth Headset, Monitor Battery", "asin": "B09RLXQ9LZ", "price": "$6.99", "delivery": "FREE delivery Mon, Mar 31 Or fastest delivery Tomorrow, Mar 28"}, {"title": "Batmax 4X AAAA Ni-MH Rechargeable Batteries + LED Dual USB Charger with Type C Port for Surface Pen Active Stylus and More; A, AA,AAA,AAAA, N Size, C Size Batteries;", "asin": "B09C5ZGMVH", "price": "$14.39", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "GP Batteries GP25A-C2 Pack of 2 Super Alkaline AAAA Piles Batteries", "asin": "B002GZG6YG", "price": "$5.39", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "2-Pack AAAA 1.5V Alkaline-Batteries, for Stylusus Pen Battery Size Format E96 LR61 1.5V, Also for Cameras, Glucose Meters and Blood Monitors\uff0cand More, 2 Count Pack", "asin": "B0DGGQ2YR5", "price": "$5.21", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29"}, {"title": "Energizer E96 AAAA Alkaline Battery (2 pack)", "asin": "B006T9BFCS", "price": "$6.79", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 2 Pack", "asin": "B016XJB38O", "price": "$6.79", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "Energizer E96BP2 Energizer Alkaline Battery,\"AAAA\" Size, 2/PK", "asin": "B002YE1XII", "price": "$5.49", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "GP Batteries 30237 Battery Alkaline AAAA", "asin": "B000L9C1N4", "price": "$4.39", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "UL2AAAA UL2AAAA AAAA Alkaline Batteries, 2 pk", "asin": "B000IEKSDM", "price": "$8.25", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Only 5 left in stock - order soon."}, {"title": "Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Battery", "asin": "B016XJB3DY", "price": "$4.95", "delivery": "FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7"}, {"title": "Energizer, e2 Battery AAAA, 1 Count", "asin": "B0751BTV5N"}, {"title": "8 X Aaaa Energizer E96 Alkaline Batteries", "asin": "B00X756VLW", "price": "$12.39", "delivery": "FREE delivery Apr 7 - 9 Or fastest delivery Apr 4 - 7"}, {"title": "6 New AAAA Batteries", "asin": "B08LDXLYDM", "price": "$8.29", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 10 left in stock - order soon."}, {"title": "5-Pack AAAA 1.5V Alkaline-Batteries, for Stylusus Pen Battery Size Format E96 LR61 1.5V, Also for Cameras, Glucose Meters and Blood Monitors\uff0cand More, 5 Count Pack", "asin": "B0DGGM8FWR", "price": "$6.86", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 2 left in stock - order soon."}, {"title": "Duracell Ultra AAAA Alkaline Battery 1.5V LR8D425, E96, 25A, MN2500, MX2500", "asin": "B08739TNR4"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-27T18:44:27.793Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-27T18:44:27.793Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-27T18:44:27.793Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1313, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"battery aaa\"}],\n\"promotion_items\": [{\"title\": \"Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery\", \"asin\": \"\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\\n32 Count (Pack of 1)\", \"asin\": \"\", \"price\": \"$15.18\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"\", \"price\": \"$11.18\", \"quantity\": \"\"},\n{\"title\": \"Interstate Batteries AAA Alkaline Battery (48 Pack) All-Purpose 1.5V High Performance Battery - Workaholic (DRY7002)\", \"asin\": \"\", \"price\": \"$27.49\", \"quantity\": \"\"},\n{\"title\": \"bump 2 AA + 2 AAA 1.5V Rechargeable Batteries \\u2013 Battery 4 Pack - Lithium Ion, High Output, Fast & Long Lasting USB-C Charge, Use w/Remote Control, Toys, Keyboards, Charger Cable Included\", \"asin\": \"\", \"price\": \"$15.95\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"quantity\": \"\"},\n{\"title\": \"Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery\", \"asin\": \"B07Z51KRD4\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"quantity\": \"\"},\n{\"title\": \"PHILIPS AAA Batteries, Ultra Alkaline Triple AAA Batteries 12 Pack, 1.5v Batteries AAA Size Pack, Ultimate Long-Lasting Power for High-Drain Devices, 10-Year Shelf Life, Durable Leak-Proof Design.\", \"asin\": \"B0DQ63FXF6\", \"price\": \"$7.69\", \"quantity\": \"\"},\n{\"title\": \"3.7V 18650 Rechargeable Battery 9900mAh Universal Smart Charger for 26650 14500 16340 14250 (Button Top, 4 Pack+4 Bay Battery Charger)\", \"asin\": \"B0CLY4V3BB\", \"price\": \"$18.13\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Amazon Basics 4-Pack AAAA Alkaline High-Performance Batteries, 1.5 Volt, 3-Year Shelf Life\", \"asin\": \"B00LH3DREU\", \"price\": \"$5.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery\", \"asin\": \"B07Z51KRD4\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Voniko \\u2013 Premium Grade AAAA Batteries (8 Pack) \\u2013 Ultra Long Lasting, 5-Year Shelf Life, Leakproof 1.5V AAAA Alkaline Battery \\u2013 Perfect for Stylus Pens, Glucose and Blood Monitors, and More\", \"asin\": \"B0BP1HTYMD\", \"price\": \"$5.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"Duracell AAAA 1.5V Ultra Photo Alkaline Batteries, 2 Count Pack, AAAA 1.5 Volt Alkaline Battery, Long-Lasting for Cameras, Glucose and Blood Monitors, and More\", \"asin\": \"B00E6AXZHU\", \"price\": \"$5.00\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 8-Pack AAAA Alkaline High-Performance Batteries, 1.5 Volt, 3-Year Shelf Life\", \"asin\": \"B00LH3DTYS\", \"price\": \"$6.56\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Smart AAAA Battery Charger with 2 Counts Rechargeable AAAA Batteries - Ni-MH 1.2V 400mAh 1200 Cycles Surface Pen Active Stylus Rechargables Battery\", \"asin\": \"B07Z51KRD4\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer 6 NEW AAAA Batteries\", \"asin\": \"B002BKF7HS\", \"price\": \"$9.59\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AAAA Batteries, 1.5 Volt Battery AAAA Alkaline (Pack of 1, 2 Count Total)\", \"asin\": \"B0044D9ZI2\", \"price\": \"$5.48\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ACDelco 10-Count AAAA Batteries, Maximum Power Super Alkaline Battery, Use for Glucose Meters and Blood Monitors, 5-Year Shelf Life\", \"asin\": \"B07CZ1PN4P\", \"price\": \"$8.10\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"EBL Rechargeable AAAA Batteries 2 Counts 400mAh with Smart AAAA Battery Charger - High Capacity Ni-MH 1.2V 1200 Cycles for Surface Stylus Pen\", \"asin\": \"B0CKQLFQ13\", \"price\": \"$7.89\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"AAAA Batteries, 1.5V Alkaline AAAA Battery (2 Pack)\", \"asin\": \"B08L9PMBKR\", \"price\": \"$4.25\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Tectra 450mAh AAAA Batteries, 4-Pack AAAA Rechargeable Ni-MH Batteries with AA AAA AAAA Ni-MH Universal Smart Battery Charger for Surface Pen Active Stylus\", \"asin\": \"B092ZRZ7CB\", \"price\": \"$12.63\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Six Energizer AAAA Alkaline Batteries for Streamlight Stylus Lights\", \"asin\": \"B001GB3ZPE\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 2 Count\", \"asin\": \"B086M7SCCX\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Voniko \\u2013 Premium Grade AAAA Batteries (8 Pack) \\u2013 Ultra Long Lasting, 5-Year Shelf Life, Leakproof 1.5V AAAA Alkaline Battery \\u2013 Perfect for Stylus Pens, Glucose and Blood Monitors, and More\", \"asin\": \"B0BP1HTYMD\", \"price\": \"$5.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"AAAA Batteries, Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 4 Count\", \"asin\": \"B07FFMCDWS\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"EBL 8 Pack AAA Ni-MH Rechargeable Batteries AAA Batteries ProCyco Technology (Typical 1100mAh, Minimum 1000mAh)\", \"asin\": \"B00HIW3Q0Y\", \"price\": \"$7.59\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"POWEROWL High-Capacity Alkaline AAA Batteries 100 Pack, 1.5v Long Lasting Triple A Battery, 10-Year Shelf Life\", \"asin\": \"B0BG8L1XVN\", \"price\": \"$20.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"aa 1.5v Rechargeable Batteries USB c 1.5V 2800mAh USB-C Rechargeable AA Battery \\u2013 Long-Lasting Power Easy USB-C Charging (8pcs)\", \"asin\": \"B0DHRWQP27\", \"price\": \"$28.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon\"},\n{\"title\": \"Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 20 Pack\", \"asin\": \"B016XBG9Z4\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 11 left in stock - order soon.\"},\n{\"title\": \"Streamlight 65030 Stylus AAAA Replacement Batteries, 6-Pack\", \"asin\": \"B0000AUSOI\", \"price\": \"$9.57\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"14 Pack of AAAA Alkaline Batteries. Fits Streamlight Flashlights\", \"asin\": \"B08LCQ2771\", \"price\": \"$6.39\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"MAX Alkaline Batteries, AAAA, 2 Batteries/Pack\", \"asin\": \"B0096XRRVW\", \"price\": \"$6.39\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"2Pack AAAA Rechargeable Batteries and Charger for Flashlight Calculator Alarm Clock MP3 Player Surface Pen Battery and Other Rechargeable Electric Batteries\", \"asin\": \"B08ZK9469Q\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon\"},\n{\"title\": \"Batmax 4X AAAA Ni-MH Rechargeable Batteries + LED Dual USB Charger with Type C Port for Surface Pen Active Stylus and More; A, AA,AAA,AAAA, N Size, C Size Batteries;\", \"asin\": \"B09C5ZGMVH\", \"price\": \"$14.39\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"3.7V 18650 Rechargeable Battery 9900mAh Universal Smart Charger for 26650 14500 16340 14250 (Button Top, 4 Pack+4 Bay Battery Charger)\", \"asin\": \"B0CLY4V3BB\", \"price\": \"$18.13\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"USB Rechargeable AAA Batteries, Lithium Ion 1.5v 800mAh USB Batteries, 0.5h Fully Charging, Over 1200 Cycles, 2 * 2-in-1 USB-C Charging Cables, LED Charging Indicator, 4 Packs\", \"asin\": \"B0D45F63Z5\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"AAAA Batteries, Rechargeable AAAA Batteries for Surface Pen, Rechargeable AAAA Battery for Active Stylus, Ni-MH 1.2V 400mAh with Storage Box, 4 Count\", \"asin\": \"B07FFMCDWS\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Ultra AAAA Battery\", \"asin\": \"B087ZHLLBF\", \"price\": \"$9.65\", \"delivery\": \"FREE delivery Mon, Mar 31\"},\n{\"title\": \"Duracell PGD MX2500B2PK Procell Battery, Alkaline, AAAA Size (Pack of 12)\", \"asin\": \"B07T221JL3\", \"price\": \"$18.13\", \"delivery\": \"FREE delivery Apr 17 - 21\"},\n{\"title\": \"Energizer Alkaline Batteries Size Aaaa 1.5 V Blister Pack 2\", \"asin\": \"B00KODA0EE\"},\n{\"title\": \"50 New AAAA Batteries\", \"asin\": \"B08LMLVPLK\", \"price\": \"$18.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"1.5V AAAA Primary Battery - Batteries - 4Pcs AAAA Batteries\", \"asin\": \"B0DSJ8P3N5\", \"price\": \"$3.10\", \"delivery\": \"$3.99 delivery Apr 4 - 8\"},\n{\"title\": \"Energizer - AAAA Alkaline Battery for Laser Pointers, Penlights, Computer Stylus, and Others\", \"asin\": \"B001F0J7GM\", \"price\": \"$6.25\", \"delivery\": \"FREE delivery Apr 7 - 9\"},\n{\"title\": \"2x Duracell Ultra AAAA Alkaline Batteries MN2500 MX2500 LR8D425 E96 25A\", \"asin\": \"B088G1TNNJ\", \"price\": \"$15.95\", \"delivery\": \"FREE delivery Apr 1 - 3\"},\n{\"title\": \"Energizer Max AAAA 8 Batteries in Original Retail Packs\", \"asin\": \"B01FGNV68K\", \"price\": \"$16.39\", \"delivery\": \"FREE delivery Apr 2 - 7\"},\n{\"title\": \"AAAA Batteries (12-Pack)\", \"asin\": \"B0C3JDPF8V\", \"price\": \"$8.97\", \"delivery\": \"FREE delivery Sat, Mar 29 Or fastest delivery Tomorrow, Mar 28 Only 11 left in stock - order soon.\"},\n{\"title\": \"My Battery Supplier Replacement for GP AAAA Super Fresh Pack of 2 Super Alkaline 1.5V Batteries LR61 MN2500 EN96\", \"asin\": \"B07WHV7HW2\", \"price\": \"$4.19\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"AAAA Quadruple A E96 Batteries 12 Pack\", \"asin\": \"B08LK9V3CW\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ATOMIC AAAA 1.5V Ultra Alkaline Batteries LR8D425 AM6 LR61 E96 MN2500 (60 Batteries Total)\", \"asin\": \"B098ZJ1MFH\", \"price\": \"$21.06\", \"delivery\": \"FREE delivery Apr 2 - 7 Or fastest delivery Mar 31 - Apr 3\"},\n{\"title\": \"Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 25 Pack\", \"asin\": \"B016XBGB1Q\", \"price\": \"$33.39\", \"delivery\": \"FREE delivery Apr 2 - 7\"},\n{\"title\": \"Energizer MAX Alkaline Batteries, AAAA, 2 Batteries/Pack\", \"asin\": \"B00CO99F9M\", \"price\": \"$5.99\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"Duracell AAAA 1.5V Ultra Photo Alkaline Batteries, 2 Count Pack, AAAA 1.5 Volt Alkaline Battery, Long-Lasting for Cameras, Glucose and Blood Monitors, and More\", \"asin\": \"B00O35UE4A\"},\n{\"title\": \"Energizer Battery AAAA 2EA\", \"asin\": \"B004EBVNPM\", \"price\": \"$5.79\", \"delivery\": \"FREE delivery Apr 2 - 7\"},\n{\"title\": \"Kastar AAAA Battery 2 Pcs Ni-MH 1.2V 400mAh Replacement for MS Surface Pen Battery, Stylus Pens, Tooth Brush, Video Game Controllers, Bluetooth Headset, Monitor Battery\", \"asin\": \"B09RLXQ9LZ\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Mon, Mar 31 Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Batmax 4X AAAA Ni-MH Rechargeable Batteries + LED Dual USB Charger with Type C Port for Surface Pen Active Stylus and More; A, AA,AAA,AAAA, N Size, C Size Batteries;\", \"asin\": \"B09C5ZGMVH\", \"price\": \"$14.39\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"GP Batteries GP25A-C2 Pack of 2 Super Alkaline AAAA Piles Batteries\", \"asin\": \"B002GZG6YG\", \"price\": \"$5.39\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"2-Pack AAAA 1.5V Alkaline-Batteries, for Stylusus Pen Battery Size Format E96 LR61 1.5V, Also for Cameras, Glucose Meters and Blood Monitors\\uff0cand More, 2 Count Pack\", \"asin\": \"B0DGGQ2YR5\", \"price\": \"$5.21\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"Energizer E96 AAAA Alkaline Battery (2 pack)\", \"asin\": \"B006T9BFCS\", \"price\": \"$6.79\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Batteries - 2 Pack\", \"asin\": \"B016XJB38O\", \"price\": \"$6.79\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"Energizer E96BP2 Energizer Alkaline Battery,\\\"AAAA\\\" Size, 2/PK\", \"asin\": \"B002YE1XII\", \"price\": \"$5.49\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"GP Batteries 30237 Battery Alkaline AAAA\", \"asin\": \"B000L9C1N4\", \"price\": \"$4.39\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"UL2AAAA UL2AAAA AAAA Alkaline Batteries, 2 pk\", \"asin\": \"B000IEKSDM\", \"price\": \"$8.25\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Only 5 left in stock - order soon.\"},\n{\"title\": \"Energizer AAAA EN96 LR61 1.5v Miniature Alkaline Battery\", \"asin\": \"B016XJB3DY\", \"price\": \"$4.95\", \"delivery\": \"FREE delivery Apr 7 - 8 Or fastest delivery Apr 2 - 7\"},\n{\"title\": \"Energizer, e2 Battery AAAA, 1 Count\", \"asin\": \"B0751BTV5N\"},\n{\"title\": \"8 X Aaaa Energizer E96 Alkaline Batteries\", \"asin\": \"B00X756VLW\", \"price\": \"$12.39\", \"delivery\": \"FREE delivery Apr 7 - 9 Or fastest delivery Apr 4 - 7\"},\n{\"title\": \"6 New AAAA Batteries\", \"asin\": \"B08LDXLYDM\", \"price\": \"$8.29\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 10 left in stock - order soon.\"},\n{\"title\": \"5-Pack AAAA 1.5V Alkaline-Batteries, for Stylusus Pen Battery Size Format E96 LR61 1.5V, Also for Cameras, Glucose Meters and Blood Monitors\\uff0cand More, 5 Count Pack\", \"asin\": \"B0DGGM8FWR\", \"price\": \"$6.86\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 2 left in stock - order soon.\"},\n{\"title\": \"Duracell Ultra AAAA Alkaline Battery 1.5V LR8D425, E96, 25A, MN2500, MX2500\", \"asin\": \"B08739TNR4\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:44:27.793Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"battery aaa\"}],\n\"promotion_items\": [{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"quantity\": \"\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\\n24 Count (Pack of 2)\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AA Batteries and Alkaline Power AAA Batteries Variety Pack, 32 AA and 32 AAA Batteries, 64 Count\\n32 Count (Pack of 2)\", \"asin\": \"B09V8888V4\", \"price\": \"$30.28\", \"quantity\": \"\"},\n{\"title\": \"EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life\", \"asin\": \"B0D78LMZHH\", \"price\": \"$5.94\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\", \"asin\": \"B0DDWN12RL\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\"}],\n\"search_results\": [{\"title\": \"Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)\", \"asin\": \"B00LH3DMUO\", \"price\": \"$13.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)\", \"asin\": \"B00LH3DMUO\", \"price\": \"$13.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Powermax 24-Count Triple AAA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B0BFFQQHRY\", \"price\": \"$7.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\", \"asin\": \"B07RX92KGM\", \"price\": \"$5.94\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 24 Count Pack Triple A Battery with Long-Lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B004K95PBQ\", \"price\": \"$18.64\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged\", \"asin\": \"B007B9NXAC\", \"price\": \"$9.73\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AAA Batteries, Max Triple A Battery Alkaline, 24 Count\", \"asin\": \"B007YASGWS\", \"price\": \"$13.69\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"Energizer MAX AAA Batteries (8 Pack), Triple A Alkaline Batteries\", \"asin\": \"B0D51H9LQP\", \"price\": \"$6.39\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life\", \"asin\": \"B0D78LMZHH\", \"price\": \"$5.94\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 28 Count (Pack of 1). Re-closable pack for quick, easy access and organized storage. Triple A Battery with Long-lasting Power\", \"asin\": \"B0B2KWHKYT\", \"price\": \"$21.75\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life\", \"asin\": \"B00FF8KQJC\", \"price\": \"$12.20\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power AA Batteries and Alkaline Power AAA Batteries Variety Pack, 32 AA and 32 AAA Batteries, 64 Count\", \"asin\": \"B09V8888V4\", \"price\": \"$30.28\", \"delivery\": \"FREE delivery on $35 shipped by Amazon.\"},\n{\"title\": \"Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\", \"asin\": \"B07RX92KGM\", \"price\": \"$5.94\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"AAA Batteries 24 Pack 1.5V 720mAh Alkaline AAA Battery Long Lasting Power Triple AAA Batteries AAA Size for Household Electronic Devices (Non-Rechargeable)\", \"asin\": \"B0DMF1G9GF\", \"price\": \"$7.64\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 150-Pack AAA Alkaline Industrial Batteries, 1.5 Volt, 5-Year Shelf Life\", \"asin\": \"B07VQVG7CJ\", \"price\": \"$24.02\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Allmax AAA Maximum Power Alkaline Triple A Batteries (100 Count) \\u2013 Ultra Long-Lasting, 10-Year Shelf Life, Leakproof Design, Superior Performance \\u2013 1.5V\", \"asin\": \"B07F7PV92K\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 24 Count AA & AAA High-Performance Alkaline Batteries Value Pack - 12 Double AA Batteries and 12 Triple AAA Batteries\", \"asin\": \"B094D3K2W9\", \"price\": \"$11.87\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Go Green AAA Alkaline Battery 4-Pack\", \"asin\": \"B00BNQYPUG\", \"price\": \"$3.08\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life\", \"asin\": \"B00FF8KQJC\", \"price\": \"$12.20\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\", \"asin\": \"B09RTVD1GF\", \"price\": \"$15.10\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Powermax 100-Count Triple AAA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B08FDNGJ5X\", \"price\": \"$21.19\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B00A4BBCIE\", \"price\": \"$4.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Optimum AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, All-Purpose Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B07RTNFCV2\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Wed, Apr 2 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 3 left in stock - order soon.\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged\", \"asin\": \"B007B9NXAC\", \"price\": \"$9.73\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Kenstar AAA Batteries 36 Pack, High-Performance Alkaline Triple A Battery for Household and Office Devices, 1.5 Volt, Leakproof, Long Lasting, 10-Year Shelf Life\", \"asin\": \"B0CRVMYM64\", \"price\": \"$6.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"AAA Batteries by Rayovac, Triple A Battery Alkaline, 72 Count\", \"asin\": \"B06XSKY4P2\", \"price\": \"$25.46\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B01IQX5E7G\", \"price\": \"$5.03\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AAA Batteries (48 Count), Triple A Max Alkaline Battery\", \"asin\": \"B079GS4YQS\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count\", \"asin\": \"B07XS8BXR6\", \"price\": \"$55.95\", \"delivery\": \"FREE delivery Tue, Apr 1 Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B00YMSORX2\", \"price\": \"$12.20\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Ultimate Lithium AAA Batteries (8 Pack), Lithium Triple A Batteries\", \"asin\": \"B071CNQ3TG\", \"price\": \"$17.55\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"Duracell, MN2400BKD, Standard Battery, AAA, Alkaline, PK24\", \"asin\": \"B002XK36M4\", \"price\": \"$20.58\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ACDelco UltraMAX 10-Count AAA Batteries, Alkaline Battery with Advanced Technology, 10-Year Shelf Life, Recloseable Packaging\", \"asin\": \"B07VGGHH5L\", \"price\": \"$5.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell MN2400BKD CopperTop Alkaline Batteries, AAA, 144/CT\", \"asin\": \"B00PV1L00M\", \"price\": \"$100.86\", \"delivery\": \"FREE delivery Sat, Mar 29\"},\n{\"title\": \"Lepro AAA Batteries 24 Pack, Triple A Batteries with Ultra Long-Lasting Power \\u2013 High Performance,1.5V Leak-Proof, Corrosion-Resistant Alkaline AAA Batteries, Ideal for Home & Office Devices\", \"asin\": \"B09FY35389\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"POWEROWL AAA Rechargeable Batteries 24 Pack, High Capacity Rechargeable AAA Batteries 1000mAh 1.2V NiMH Low Self Discharge\", \"asin\": \"B07BSCGL5S\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"EBL 8 Pack AAA Ni-MH Rechargeable Batteries AAA Batteries ProCyco Technology (Typical 1100mAh, Minimum 1000mAh)\", \"asin\": \"B00HIW3Q0Y\", \"price\": \"$7.59\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Rechargeable AAA Batteries, Recharge Universal Triple A Battery Pre-Charged, 8 Count\", \"asin\": \"B00OFR34ZC\", \"price\": \"$21.31\", \"delivery\": \"FREE delivery Wed, Apr 2 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"Eneloop Panasonic BK-4MCCA8BA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 8-Battery Pack\", \"asin\": \"B00JHKSMIG\", \"price\": \"$19.95\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"AAA LR03 Batteries,Ultra Long Lasting Alkaline Battery,with Long Lasting Power, 10-Year Shelf Life MSDS and CE RoHS Tested AAA Battery (12 Count)\", \"asin\": \"B0BNBNNG2J\", \"price\": \"$4.59\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sun, Mar 30\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 850 mAh, NiMH High-Capacity Batteries, Recharge up to 500x Times, Pre-Charged\", \"asin\": \"B07NX1DSMP\", \"price\": \"$10.02\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Power Plus Rechargeable AAA Batteries (4 Pack), 800mAh Triple A Batteries\", \"asin\": \"B000BESLQK\", \"price\": \"$9.91\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Only 5 left in stock - order soon.\"},\n{\"title\": \"Energizer AAA Max Alkaline E92 Batteries - 20 count\", \"asin\": \"B00KMDROV8\", \"price\": \"$11.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer MAX AAA Batteries, Triple A Alkaline Batteries (Pack of 1, 10 Count Total)\", \"asin\": \"B07SXTBM2W\", \"price\": \"$7.59\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Eneloop Panasonic BK-4MCCA10FA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 10-Battery Pack\", \"asin\": \"B0D2JCLPBH\", \"price\": \"$19.65\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count\", \"asin\": \"B07R69Y9Y6\", \"price\": \"$40.71\", \"delivery\": \"FREE delivery Apr 4 - 8 Or fastest delivery Apr 2 - 5\"},\n{\"title\": \"Batteries AAA Size Pack, 36 Pack 1.5v AAA Batteries Long Lasting Alkaline LR03 Leakproof Triple A Size Battery,10-Year Shelf Life\", \"asin\": \"B0CRB1N94C\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Apr 6 - 10 on $35 of items shipped by Amazon Or fastest delivery Apr 3 - 7\"},\n{\"title\": \"BEVIGOR Rechargeable AAA Batteries, 1100 mAh High Capacity, LSD Low Self Discharge Technology, 1.2V NiMH AAA Batteries Rechargeable, Long-Lasting Triple AAA Rechargeable Batteries, 16 Count\", \"asin\": \"B0DHRRV4WB\", \"price\": \"$9.51\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell CopperTop Alkaline AAA Batteries, 24/Box\", \"asin\": \"B00FZYVP7S\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"KINGCELL AAA Batteries 24 Pack, Alkaline Triple AAA Batteries High-Performance AAA Batteries with Ultra Long-Lasting Power for Household Device\", \"asin\": \"B0CLXVLXYG\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"PHILIPS AAA Batteries, Ultra Alkaline Triple AAA Batteries 12 Pack, 1.5v Batteries AAA Size Pack, Ultimate Long-Lasting Power for High-Drain Devices, 10-Year Shelf Life, Durable Leak-Proof Design.\", \"asin\": \"B0DQ63FXF6\", \"price\": \"$7.69\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Max AAA Alkaline Battery 4 ea (Pack of 2)\", \"asin\": \"B01IAI62NW\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:44:38.139Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-27T18:44:38.139Z	click	nav_bar	rule	train	1,314	2025-03-27T18:44:38.139Z	click	nav_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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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\|> <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} <\|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": "battery aaa"}], "promotion_items": [{"title": "Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\n32 Count (Pack of 1)", "asin": "B09RTVN5GN", "price": "$15.18", "quantity": ""}, {"title": "Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\n24 Count (Pack of 2)", "asin": "B087GMJXMC", "price": "$23.06", "quantity": ""}, {"title": "Energizer Alkaline Power AA Batteries and Alkaline Power AAA Batteries Variety Pack, 32 AA and 32 AAA Batteries, 64 Count\n32 Count (Pack of 2)", "asin": "B09V8888V4", "price": "$30.28", "quantity": ""}, {"title": "EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life", "asin": "B0D78LMZHH", "price": "$5.94", "quantity": ""}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\n20 Count (Pack of 1)", "asin": "B002UXRXE6", "price": "$11.18", "quantity": ""}], "ads": [{"title": "Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries", "asin": "B0DDWN12RL"}, {"title": "Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries", "asin": "B09RTVN5GN"}, {"title": "Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries", "asin": "B087GMJXMC"}], "search_results": [{"title": "Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)", "asin": "B00LH3DMUO", "price": "$13.85", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries", "asin": "B09RTVN5GN", "price": "$15.18", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B002UXRXE6", "price": "$11.18", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.", "asin": "B0B2KWJ252", "price": "$31.92", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)", "asin": "B00LH3DMUO", "price": "$13.85", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B002UXRXE6", "price": "$11.18", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Powermax 24-Count Triple AAA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging", "asin": "B0BFFQQHRY", "price": "$7.49", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life", "asin": "B07RX92KGM", "price": "$5.94", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries", "asin": "B09RTVN5GN", "price": "$15.18", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 24 Count Pack Triple A Battery with Long-Lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B004K95PBQ", "price": "$18.64", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup"}, {"title": "Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged", "asin": "B007B9NXAC", "price": "$9.73", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer AAA Batteries, Max Triple A Battery Alkaline, 24 Count", "asin": "B007YASGWS", "price": "$13.69", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup"}, {"title": "Energizer MAX AAA Batteries (8 Pack), Triple A Alkaline Batteries", "asin": "B0D51H9LQP", "price": "$6.39", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life", "asin": "B0D78LMZHH", "price": "$5.94", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 28 Count (Pack of 1). Re-closable pack for quick, easy access and organized storage. Triple A Battery with Long-lasting Power", "asin": "B0B2KWHKYT", "price": "$21.75", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup"}, {"title": "ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life", "asin": "B00FF8KQJC", "price": "$12.20", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries", "asin": "B087GMJXMC", "price": "$23.06", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer Alkaline Power AA Batteries and Alkaline Power AAA Batteries Variety Pack, 32 AA and 32 AAA Batteries, 64 Count", "asin": "B09V8888V4", "price": "$30.28", "delivery": "FREE delivery on $35 shipped by Amazon."}, {"title": "Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life", "asin": "B07RX92KGM", "price": "$5.94", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "AAA Batteries 24 Pack 1.5V 720mAh Alkaline AAA Battery Long Lasting Power Triple AAA Batteries AAA Size for Household Electronic Devices (Non-Rechargeable)", "asin": "B0DMF1G9GF", "price": "$7.64", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Amazon Basics 150-Pack AAA Alkaline Industrial Batteries, 1.5 Volt, 5-Year Shelf Life", "asin": "B07VQVG7CJ", "price": "$24.02", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Allmax AAA Maximum Power Alkaline Triple A Batteries (100 Count) \u2013 Ultra Long-Lasting, 10-Year Shelf Life, Leakproof Design, Superior Performance \u2013 1.5V", "asin": "B07F7PV92K", "price": "$22.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Amazon Basics 24 Count AA & AAA High-Performance Alkaline Batteries Value Pack - 12 Double AA Batteries and 12 Triple AAA Batteries", "asin": "B094D3K2W9", "price": "$11.87", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Go Green AAA Alkaline Battery 4-Pack", "asin": "B00BNQYPUG", "price": "$3.08", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life", "asin": "B00FF8KQJC", "price": "$12.20", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count", "asin": "B09RTVD1GF", "price": "$15.10", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Powermax 100-Count Triple AAA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging", "asin": "B08FDNGJ5X", "price": "$21.19", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B00A4BBCIE", "price": "$4.97", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell Optimum AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, All-Purpose Alkaline AAA Battery for Household and Office Devices", "asin": "B07RTNFCV2", "price": "$6.99", "delivery": "FREE delivery Wed, Apr 2 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 3 left in stock - order soon."}, {"title": "Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged", "asin": "B007B9NXAC", "price": "$9.73", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Kenstar AAA Batteries 36 Pack, High-Performance Alkaline Triple A Battery for Household and Office Devices, 1.5 Volt, Leakproof, Long Lasting, 10-Year Shelf Life", "asin": "B0CRVMYM64", "price": "$6.97", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "AAA Batteries by Rayovac, Triple A Battery Alkaline, 72 Count", "asin": "B06XSKY4P2", "price": "$25.46", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life", "asin": "B01IQX5E7G", "price": "$5.03", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer AAA Batteries (48 Count), Triple A Max Alkaline Battery", "asin": "B079GS4YQS", "price": "$26.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29"}, {"title": "Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count", "asin": "B07XS8BXR6", "price": "$55.95", "delivery": "FREE delivery Tue, Apr 1 Or fastest delivery Tomorrow, Mar 28"}, {"title": "ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging", "asin": "B00YMSORX2", "price": "$12.20", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer Ultimate Lithium AAA Batteries (8 Pack), Lithium Triple A Batteries", "asin": "B071CNQ3TG", "price": "$17.55", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup"}, {"title": "Duracell, MN2400BKD, Standard Battery, AAA, Alkaline, PK24", "asin": "B002XK36M4", "price": "$20.58", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "ACDelco UltraMAX 10-Count AAA Batteries, Alkaline Battery with Advanced Technology, 10-Year Shelf Life, Recloseable Packaging", "asin": "B07VGGHH5L", "price": "$5.49", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell MN2400BKD CopperTop Alkaline Batteries, AAA, 144/CT", "asin": "B00PV1L00M", "price": "$100.86", "delivery": "FREE delivery Sat, Mar 29"}, {"title": "Lepro AAA Batteries 24 Pack, Triple A Batteries with Ultra Long-Lasting Power \u2013 High Performance,1.5V Leak-Proof, Corrosion-Resistant Alkaline AAA Batteries, Ideal for Home & Office Devices", "asin": "B09FY35389", "price": "$6.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "POWEROWL AAA Rechargeable Batteries 24 Pack, High Capacity Rechargeable AAA Batteries 1000mAh 1.2V NiMH Low Self Discharge", "asin": "B07BSCGL5S", "price": "$16.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "EBL 8 Pack AAA Ni-MH Rechargeable Batteries AAA Batteries ProCyco Technology (Typical 1100mAh, Minimum 1000mAh)", "asin": "B00HIW3Q0Y", "price": "$7.59", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer Rechargeable AAA Batteries, Recharge Universal Triple A Battery Pre-Charged, 8 Count", "asin": "B00OFR34ZC", "price": "$21.31", "delivery": "FREE delivery Wed, Apr 2 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29"}, {"title": "Eneloop Panasonic BK-4MCCA8BA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 8-Battery Pack", "asin": "B00JHKSMIG", "price": "$19.95", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "AAA LR03 Batteries,Ultra Long Lasting Alkaline Battery,with Long Lasting Power, 10-Year Shelf Life MSDS and CE RoHS Tested AAA Battery (12 Count)", "asin": "B0BNBNNG2J", "price": "$4.59", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sun, Mar 30"}, {"title": "Amazon Basics Rechargeable AAA Batteries, 12-Pack, 850 mAh, NiMH High-Capacity Batteries, Recharge up to 500x Times, Pre-Charged", "asin": "B07NX1DSMP", "price": "$10.02", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer Power Plus Rechargeable AAA Batteries (4 Pack), 800mAh Triple A Batteries", "asin": "B000BESLQK", "price": "$9.91", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Only 5 left in stock - order soon."}, {"title": "Energizer AAA Max Alkaline E92 Batteries - 20 count", "asin": "B00KMDROV8", "price": "$11.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer MAX AAA Batteries, Triple A Alkaline Batteries (Pack of 1, 10 Count Total)", "asin": "B07SXTBM2W", "price": "$7.59", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries", "asin": "B087GMJXMC", "price": "$23.06", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Eneloop Panasonic BK-4MCCA10FA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 10-Battery Pack", "asin": "B0D2JCLPBH", "price": "$19.65", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count", "asin": "B07R69Y9Y6", "price": "$40.71", "delivery": "FREE delivery Apr 4 - 8 Or fastest delivery Apr 2 - 5"}, {"title": "Batteries AAA Size Pack, 36 Pack 1.5v AAA Batteries Long Lasting Alkaline LR03 Leakproof Triple A Size Battery,10-Year Shelf Life", "asin": "B0CRB1N94C", "price": "$8.99", "delivery": "FREE delivery Apr 6 - 10 on $35 of items shipped by Amazon Or fastest delivery Apr 3 - 7"}, {"title": "BEVIGOR Rechargeable AAA Batteries, 1100 mAh High Capacity, LSD Low Self Discharge Technology, 1.2V NiMH AAA Batteries Rechargeable, Long-Lasting Triple AAA Rechargeable Batteries, 16 Count", "asin": "B0DHRRV4WB", "price": "$9.51", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Duracell CopperTop Alkaline AAA Batteries, 24/Box", "asin": "B00FZYVP7S"}, {"title": "Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.", "asin": "B0B2KWJ252", "price": "$31.92", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "KINGCELL AAA Batteries 24 Pack, Alkaline Triple AAA Batteries High-Performance AAA Batteries with Ultra Long-Lasting Power for Household Device", "asin": "B0CLXVLXYG", "price": "$8.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29"}, {"title": "PHILIPS AAA Batteries, Ultra Alkaline Triple AAA Batteries 12 Pack, 1.5v Batteries AAA Size Pack, Ultimate Long-Lasting Power for High-Drain Devices, 10-Year Shelf Life, Durable Leak-Proof Design.", "asin": "B0DQ63FXF6", "price": "$7.69", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}, {"title": "Energizer Max AAA Alkaline Battery 4 ea (Pack of 2)", "asin": "B01IAI62NW", "price": "$6.99", "delivery": "FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-27T18:44:38.139Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-27T18:44:38.139Z\",\"action\": \"click\",\"acion_argument\": \"nav_bar\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-27T18:44:38.139Z\",\"action\": \"click\",\"acion_argument\": \"nav_bar\",}</answer>", "index": 1314, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"battery aaa\"}],\n\"promotion_items\": [{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\\n32 Count (Pack of 1)\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"quantity\": \"\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\\n24 Count (Pack of 2)\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AA Batteries and Alkaline Power AAA Batteries Variety Pack, 32 AA and 32 AAA Batteries, 64 Count\\n32 Count (Pack of 2)\", \"asin\": \"B09V8888V4\", \"price\": \"$30.28\", \"quantity\": \"\"},\n{\"title\": \"EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life\", \"asin\": \"B0D78LMZHH\", \"price\": \"$5.94\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\", \"asin\": \"B0DDWN12RL\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\"}],\n\"search_results\": [{\"title\": \"Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)\", \"asin\": \"B00LH3DMUO\", \"price\": \"$13.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)\", \"asin\": \"B00LH3DMUO\", \"price\": \"$13.85\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Powermax 24-Count Triple AAA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B0BFFQQHRY\", \"price\": \"$7.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\", \"asin\": \"B07RX92KGM\", \"price\": \"$5.94\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 24 Count Pack Triple A Battery with Long-Lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B004K95PBQ\", \"price\": \"$18.64\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged\", \"asin\": \"B007B9NXAC\", \"price\": \"$9.73\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AAA Batteries, Max Triple A Battery Alkaline, 24 Count\", \"asin\": \"B007YASGWS\", \"price\": \"$13.69\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"Energizer MAX AAA Batteries (8 Pack), Triple A Alkaline Batteries\", \"asin\": \"B0D51H9LQP\", \"price\": \"$6.39\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life\", \"asin\": \"B0D78LMZHH\", \"price\": \"$5.94\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 28 Count (Pack of 1). Re-closable pack for quick, easy access and organized storage. Triple A Battery with Long-lasting Power\", \"asin\": \"B0B2KWHKYT\", \"price\": \"$21.75\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life\", \"asin\": \"B00FF8KQJC\", \"price\": \"$12.20\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Alkaline Power AA Batteries and Alkaline Power AAA Batteries Variety Pack, 32 AA and 32 AAA Batteries, 64 Count\", \"asin\": \"B09V8888V4\", \"price\": \"$30.28\", \"delivery\": \"FREE delivery on $35 shipped by Amazon.\"},\n{\"title\": \"Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\", \"asin\": \"B07RX92KGM\", \"price\": \"$5.94\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"AAA Batteries 24 Pack 1.5V 720mAh Alkaline AAA Battery Long Lasting Power Triple AAA Batteries AAA Size for Household Electronic Devices (Non-Rechargeable)\", \"asin\": \"B0DMF1G9GF\", \"price\": \"$7.64\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 150-Pack AAA Alkaline Industrial Batteries, 1.5 Volt, 5-Year Shelf Life\", \"asin\": \"B07VQVG7CJ\", \"price\": \"$24.02\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Allmax AAA Maximum Power Alkaline Triple A Batteries (100 Count) \\u2013 Ultra Long-Lasting, 10-Year Shelf Life, Leakproof Design, Superior Performance \\u2013 1.5V\", \"asin\": \"B07F7PV92K\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 24 Count AA & AAA High-Performance Alkaline Batteries Value Pack - 12 Double AA Batteries and 12 Triple AAA Batteries\", \"asin\": \"B094D3K2W9\", \"price\": \"$11.87\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Go Green AAA Alkaline Battery 4-Pack\", \"asin\": \"B00BNQYPUG\", \"price\": \"$3.08\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life\", \"asin\": \"B00FF8KQJC\", \"price\": \"$12.20\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA Batteries, Alkaline Power Double A Battery Alkaline, 32 Count\", \"asin\": \"B09RTVD1GF\", \"price\": \"$15.10\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Powermax 100-Count Triple AAA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B08FDNGJ5X\", \"price\": \"$21.19\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B00A4BBCIE\", \"price\": \"$4.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell Optimum AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, All-Purpose Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B07RTNFCV2\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Wed, Apr 2 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29 Only 3 left in stock - order soon.\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged\", \"asin\": \"B007B9NXAC\", \"price\": \"$9.73\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Kenstar AAA Batteries 36 Pack, High-Performance Alkaline Triple A Battery for Household and Office Devices, 1.5 Volt, Leakproof, Long Lasting, 10-Year Shelf Life\", \"asin\": \"B0CRVMYM64\", \"price\": \"$6.97\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"AAA Batteries by Rayovac, Triple A Battery Alkaline, 72 Count\", \"asin\": \"B06XSKY4P2\", \"price\": \"$25.46\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B01IQX5E7G\", \"price\": \"$5.03\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AAA Batteries (48 Count), Triple A Max Alkaline Battery\", \"asin\": \"B079GS4YQS\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count\", \"asin\": \"B07XS8BXR6\", \"price\": \"$55.95\", \"delivery\": \"FREE delivery Tue, Apr 1 Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B00YMSORX2\", \"price\": \"$12.20\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Ultimate Lithium AAA Batteries (8 Pack), Lithium Triple A Batteries\", \"asin\": \"B071CNQ3TG\", \"price\": \"$17.55\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Or FREE pickup\"},\n{\"title\": \"Duracell, MN2400BKD, Standard Battery, AAA, Alkaline, PK24\", \"asin\": \"B002XK36M4\", \"price\": \"$20.58\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"ACDelco UltraMAX 10-Count AAA Batteries, Alkaline Battery with Advanced Technology, 10-Year Shelf Life, Recloseable Packaging\", \"asin\": \"B07VGGHH5L\", \"price\": \"$5.49\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell MN2400BKD CopperTop Alkaline Batteries, AAA, 144/CT\", \"asin\": \"B00PV1L00M\", \"price\": \"$100.86\", \"delivery\": \"FREE delivery Sat, Mar 29\"},\n{\"title\": \"Lepro AAA Batteries 24 Pack, Triple A Batteries with Ultra Long-Lasting Power \\u2013 High Performance,1.5V Leak-Proof, Corrosion-Resistant Alkaline AAA Batteries, Ideal for Home & Office Devices\", \"asin\": \"B09FY35389\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"POWEROWL AAA Rechargeable Batteries 24 Pack, High Capacity Rechargeable AAA Batteries 1000mAh 1.2V NiMH Low Self Discharge\", \"asin\": \"B07BSCGL5S\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"EBL 8 Pack AAA Ni-MH Rechargeable Batteries AAA Batteries ProCyco Technology (Typical 1100mAh, Minimum 1000mAh)\", \"asin\": \"B00HIW3Q0Y\", \"price\": \"$7.59\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Rechargeable AAA Batteries, Recharge Universal Triple A Battery Pre-Charged, 8 Count\", \"asin\": \"B00OFR34ZC\", \"price\": \"$21.31\", \"delivery\": \"FREE delivery Wed, Apr 2 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"Eneloop Panasonic BK-4MCCA8BA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 8-Battery Pack\", \"asin\": \"B00JHKSMIG\", \"price\": \"$19.95\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"AAA LR03 Batteries,Ultra Long Lasting Alkaline Battery,with Long Lasting Power, 10-Year Shelf Life MSDS and CE RoHS Tested AAA Battery (12 Count)\", \"asin\": \"B0BNBNNG2J\", \"price\": \"$4.59\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sun, Mar 30\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 850 mAh, NiMH High-Capacity Batteries, Recharge up to 500x Times, Pre-Charged\", \"asin\": \"B07NX1DSMP\", \"price\": \"$10.02\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Power Plus Rechargeable AAA Batteries (4 Pack), 800mAh Triple A Batteries\", \"asin\": \"B000BESLQK\", \"price\": \"$9.91\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28 Only 5 left in stock - order soon.\"},\n{\"title\": \"Energizer AAA Max Alkaline E92 Batteries - 20 count\", \"asin\": \"B00KMDROV8\", \"price\": \"$11.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer MAX AAA Batteries, Triple A Alkaline Batteries (Pack of 1, 10 Count Total)\", \"asin\": \"B07SXTBM2W\", \"price\": \"$7.59\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Eneloop Panasonic BK-4MCCA10FA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 10-Battery Pack\", \"asin\": \"B0D2JCLPBH\", \"price\": \"$19.65\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count\", \"asin\": \"B07R69Y9Y6\", \"price\": \"$40.71\", \"delivery\": \"FREE delivery Apr 4 - 8 Or fastest delivery Apr 2 - 5\"},\n{\"title\": \"Batteries AAA Size Pack, 36 Pack 1.5v AAA Batteries Long Lasting Alkaline LR03 Leakproof Triple A Size Battery,10-Year Shelf Life\", \"asin\": \"B0CRB1N94C\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Apr 6 - 10 on $35 of items shipped by Amazon Or fastest delivery Apr 3 - 7\"},\n{\"title\": \"BEVIGOR Rechargeable AAA Batteries, 1100 mAh High Capacity, LSD Low Self Discharge Technology, 1.2V NiMH AAA Batteries Rechargeable, Long-Lasting Triple AAA Rechargeable Batteries, 16 Count\", \"asin\": \"B0DHRRV4WB\", \"price\": \"$9.51\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Duracell CopperTop Alkaline AAA Batteries, 24/Box\", \"asin\": \"B00FZYVP7S\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"KINGCELL AAA Batteries 24 Pack, Alkaline Triple AAA Batteries High-Performance AAA Batteries with Ultra Long-Lasting Power for Household Device\", \"asin\": \"B0CLXVLXYG\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Sat, Mar 29\"},\n{\"title\": \"PHILIPS AAA Batteries, Ultra Alkaline Triple AAA Batteries 12 Pack, 1.5v Batteries AAA Size Pack, Ultimate Long-Lasting Power for High-Drain Devices, 10-Year Shelf Life, Durable Leak-Proof Design.\", \"asin\": \"B0DQ63FXF6\", \"price\": \"$7.69\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer Max AAA Alkaline Battery 4 ea (Pack of 2)\", \"asin\": \"B01IAI62NW\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Tue, Apr 1 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Mar 28\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:44:38.139Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_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\"search_term\": [{\"term\": \"battery aaa\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$25.49\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$12.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\\n20 Count (Pack of 1)\", \"asin\": \"B0DDWN12RL\", \"price\": \"$12.74\", \"quantity\": \"\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\\n24 Count (Pack of 2)\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"quantity\": \"\"},\n{\"title\": \"EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life\", \"asin\": \"B0D78LMZHH\", \"price\": \"$5.94\", \"quantity\": \"\"},\n{\"title\": \"KODAK \| AAA Batteries \| Triple A \| Disposable Household \| Alkaline 1.5V \| 24 Pack\", \"asin\": \"B0D3QP6CRG\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AA Batteries and Alkaline Power AAA Batteries Variety Pack, 32 AA and 32 AAA Batteries, 64 Count\\n32 Count (Pack of 2)\", \"asin\": \"B09V8888V4\", \"price\": \"$30.28\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\\n20 Count (Pack of 1)\", \"asin\": \"B0DDWN12RL\", \"price\": \"$12.74\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"quantity\": \"\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\\n24 Count (Pack of 2)\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"quantity\": \"\"},\n{\"title\": \"Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\\n24 Count (Pack of 1)\", \"asin\": \"B07RX92KGM\", \"price\": \"$5.94\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AA Batteries and Alkaline Power AAA Batteries Variety Pack, 32 AA and 32 AAA Batteries, 64 Count\\n32 Count (Pack of 2)\", \"asin\": \"B09V8888V4\", \"price\": \"$30.28\", \"quantity\": \"\"},\n{\"title\": \"imuto Rechargeable 4 AAA and 4 AA Batteries Lithium with Charger,8 Pack 1.5 V Triple A Double A Batteries Rechargeable, Long Lasting Lithium Battery with Integrated Charging Storage Box(4AAA+4AA)\", \"asin\": \"B0DRSHNYF6\", \"price\": \"$21.83\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries.\\\" Limited time Deal. Price was $14.99. Current price is $12.74 after 15% off. Eligible for Prime.\", \"asin\": \"B0DDWN12RL\"},\n{\"title\": \"Go to detail page for \\\"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries.\\\" Limited time Deal. Price was $18.98. Current price is $15.18 after 20% off. Eligible for Prime.\", \"asin\": \"B09RTVN5GN\"},\n{\"title\": \"Go to detail page for \\\"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries.\\\" Limited time Deal. Price was $38.98. Current price is $23.06 after 41% off. Eligible for Prime.\", \"asin\": \"B087GMJXMC\"}],\n\"search_results\": [{\"title\": \"Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)\", \"asin\": \"B00LH3DMUO\", \"price\": \"$13.85\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\", \"asin\": \"B0DDWN12RL\", \"price\": \"$12.74\", \"delivery\": \"FREE delivery Apr 1 - 4 for Prime members Only 10 left in stock - order soon.\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life\", \"asin\": \"B0D78LMZHH\", \"price\": \"$5.94\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)\", \"asin\": \"B00LH3DMUO\", \"price\": \"$13.85\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B00A4BBCIE\", \"price\": \"$4.97\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 24 Count Pack Triple A Battery with Long-Lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B004K95PBQ\", \"price\": \"$18.64\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer MAX AAA Batteries (12 Pack), Triple A Alkaline Batteries\", \"asin\": \"B00008XPN0\", \"price\": \"$8.54\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged\", \"asin\": \"B007B9NXAC\", \"price\": \"$9.73\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer Alkaline Power AA Batteries (20 Pack), Double A Long-Lasting Alkaline Batteries\", \"asin\": \"B0DDWC93VC\", \"price\": \"$12.73\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B01IQX5E7G\", \"price\": \"$5.03\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Powermax 24-Count Triple AAA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B0BFFQQHRY\", \"price\": \"$7.49\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 28 Count (Pack of 1). Re-closable pack for quick, easy access and organized storage. Triple A Battery with Long-lasting Power\", \"asin\": \"B0B2KWHKYT\", \"price\": \"$21.75\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer MAX AAA Batteries (8 Pack), Triple A Alkaline Batteries\", \"asin\": \"B0D51H9LQP\", \"price\": \"$6.39\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\", \"asin\": \"B07RX92KGM\", \"price\": \"$5.94\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"imuto Rechargeable 4 AAA and 4 AA Batteries Lithium with Charger,8 Pack 1.5 V Triple A Double A Batteries Rechargeable, Long Lasting Lithium Battery with Integrated Charging Storage Box(4AAA+4AA)\", \"asin\": \"B0DRSHNYF6\", \"price\": \"$21.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"KODAK \| AAA Batteries \| Triple A \| Disposable Household \| Alkaline 1.5V \| 24 Pack\", \"asin\": \"B0D3QP6CRG\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"PKCELL AAA Batteries 8 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B0B1ZW5Q31\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 150-Pack AAA Alkaline Industrial Batteries, 1.5 Volt, 5-Year Shelf Life\", \"asin\": \"B07VQVG7CJ\", \"price\": \"$24.02\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life\", \"asin\": \"B00FF8KQJC\", \"price\": \"$12.20\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life\", \"asin\": \"B0D78LMZHH\", \"price\": \"$5.94\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Allmax AAA Maximum Power Alkaline Triple A Batteries (100 Count) \\u2013 Ultra Long-Lasting, 10-Year Shelf Life, Leakproof Design, Superior Performance \\u2013 1.5V\", \"asin\": \"B07F7PV92K\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged\", \"asin\": \"B007B9NXAC\", \"price\": \"$9.73\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Optimum AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, All-Purpose Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B07RTNFCV2\", \"price\": \"$7.49\", \"delivery\": \" Two-Day FREE delivery Sat, Mar 29\"},\n{\"title\": \"Amazon Basics 24 Count AA & AAA High-Performance Alkaline Batteries Value Pack - 12 Double AA Batteries and 12 Triple AAA Batteries\", \"asin\": \"B094D3K2W9\", \"price\": \"$11.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"AAA Batteries by Rayovac, Triple A Battery Alkaline, 72 Count\", \"asin\": \"B06XSKY4P2\", \"price\": \"$25.46\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count\", \"asin\": \"B07XS8BXR6\", \"price\": \"$55.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Energizer Ultimate Lithium AAA Batteries (8 Pack), Lithium Triple A Batteries\", \"asin\": \"B071CNQ3TG\", \"price\": \"$17.55\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B00YMSORX2\", \"price\": \"$12.20\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Duracell, MN2400BKD, Standard Battery, AAA, Alkaline, PK24\", \"asin\": \"B002XK36M4\", \"price\": \"$20.58\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer AAA Batteries (48 Count), Triple A Max Alkaline Battery\", \"asin\": \"B079GS4YQS\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Sat, Mar 29\"},\n{\"title\": \"AAA Batteries 100 Pack, 10 Years Shelf Life, Triple AAA Batteries 1200mAh for Remote Control, Piles AAA, LR03 Alkaline\", \"asin\": \"B0BX845GTN\", \"price\": \"$20.38\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer Rechargeable AAA Batteries, Recharge Universal Triple A Battery Pre-Charged, 8 Count\", \"asin\": \"B00OFR34ZC\", \"price\": \"$21.41\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Duracell MN2400BKD CopperTop Alkaline Batteries, AAA, 144/CT\", \"asin\": \"B00PV1L00M\", \"price\": \"$108.89\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Go Green AAA Alkaline Battery 4-Pack\", \"asin\": \"B00BNQYPUG\", \"price\": \"$3.08\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"Eneloop Panasonic BK-4MCCA8BA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 8-Battery Pack\", \"asin\": \"B00JHKSMIG\", \"price\": \"$19.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B01IQX5E7G\", \"price\": \"$5.03\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Lepro AAA Batteries 24 Pack, Triple A Batteries with Ultra Long-Lasting Power \\u2013 High Performance,1.5V Leak-Proof, Corrosion-Resistant Alkaline AAA Batteries, Ideal for Home & Office Devices\", \"asin\": \"B09FY35389\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Kenstar AAA Batteries 36 Pack, High-Performance Alkaline Triple A Battery for Household and Office Devices, 1.5 Volt, Leakproof, Long Lasting, 10-Year Shelf Life\", \"asin\": \"B0CRVMYM64\", \"price\": \"$6.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"POWEROWL AAA Rechargeable Batteries 24 Pack, High Capacity Rechargeable AAA Batteries 1000mAh 1.2V NiMH Low Self Discharge\", \"asin\": \"B07BSCGL5S\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"ACDelco UltraMAX 10-Count AAA Batteries, Alkaline Battery with Advanced Technology, 10-Year Shelf Life, Recloseable Packaging\", \"asin\": \"B07VGGHH5L\", \"price\": \"$5.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer Power Plus Rechargeable AAA Batteries (4 Pack), 800mAh Triple A Batteries\", \"asin\": \"B000BESLQK\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 850 mAh, NiMH High-Capacity Batteries, Recharge up to 500x Times, Pre-Charged\", \"asin\": \"B07NX1DSMP\", \"price\": \"$10.02\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer AAA Max Alkaline E92 Batteries - 20 count\", \"asin\": \"B00KMDROV8\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Eneloop Panasonic BK-4MCCA10FA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 10-Battery Pack\", \"asin\": \"B0D2JCLPBH\", \"price\": \"$19.65\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"AAA LR03 Batteries,Ultra Long Lasting Alkaline Battery,with Long Lasting Power, 10-Year Shelf Life MSDS and CE RoHS Tested AAA Battery (12 Count)\", \"asin\": \"B0BNBNNG2J\", \"price\": \"$4.59\", \"delivery\": \"FREE delivery Sun, Mar 30\"},\n{\"title\": \"Energizer MAX AAA Batteries, Triple A Alkaline Batteries (Pack of 1, 10 Count Total)\", \"asin\": \"B07SXTBM2W\", \"price\": \"$7.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count\", \"asin\": \"B07R69Y9Y6\", \"price\": \"$40.71\", \"delivery\": \"FREE delivery Apr 2 - 5 for Prime members\"},\n{\"title\": \"EBL Rechargeable AAA Batteries (16-Counts) Ready2Charge 1100mAh Ni-MH Battery\", \"asin\": \"B00DNPT1A4\", \"price\": \"$12.79\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell CopperTop Alkaline AAA Batteries, 24/Box\", \"asin\": \"B00FZYVP7S\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"BEVIGOR Rechargeable AAA Batteries, 1100 mAh High Capacity, LSD Low Self Discharge Technology, 1.2V NiMH AAA Batteries Rechargeable, Long-Lasting Triple AAA Rechargeable Batteries, 16 Count\", \"asin\": \"B0DHRRV4WB\", \"price\": \"$9.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Batteries AAA Size Pack, 36 Pack 1.5v AAA Batteries Long Lasting Alkaline LR03 Leakproof Triple A Size Battery,10-Year Shelf Life\", \"asin\": \"B0CRB1N94C\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Apr 3 - 7 for Prime members\"},\n{\"title\": \"Combo 24x AA + 24x AAA Energizer Max Alkaline E91/E92 Batteries Made in USA Exp. 2023 or Later ((Bulk Packaging)\", \"asin\": \"B00SG499BS\", \"price\": \"$25.93\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"KODAK \| AAA Batteries \| Triple A \| Disposable Household \| Alkaline 1.5V \| 24 Pack\", \"asin\": \"B0D3QP6CRG\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:45:04.191Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-27T18:45:04.191Z	click	search	rule	train	1,315	2025-03-27T18:45:04.191Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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\|> <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_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": "battery aaa"}], "cart_items": [{"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$25.49", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$12.99", "quantity": "1"}], "promotion_items": [{"title": "Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\n20 Count (Pack of 1)", "asin": "B0DDWN12RL", "price": "$12.74", "quantity": ""}, {"title": "Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\n24 Count (Pack of 2)", "asin": "B087GMJXMC", "price": "$23.06", "quantity": ""}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\n20 Count (Pack of 1)", "asin": "B002UXRXE6", "price": "$11.18", "quantity": ""}, {"title": "EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life", "asin": "B0D78LMZHH", "price": "$5.94", "quantity": ""}, {"title": "KODAK \| AAA Batteries \| Triple A \| Disposable Household \| Alkaline 1.5V \| 24 Pack", "asin": "B0D3QP6CRG", "price": "$12.99", "quantity": ""}, {"title": "Energizer Alkaline Power AA Batteries and Alkaline Power AAA Batteries Variety Pack, 32 AA and 32 AAA Batteries, 64 Count\n32 Count (Pack of 2)", "asin": "B09V8888V4", "price": "$30.28", "quantity": ""}, {"title": "Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\n20 Count (Pack of 1)", "asin": "B0DDWN12RL", "price": "$12.74", "quantity": ""}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\n20 Count (Pack of 1)", "asin": "B002UXRXE6", "price": "$11.18", "quantity": ""}, {"title": "Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\n24 Count (Pack of 2)", "asin": "B087GMJXMC", "price": "$23.06", "quantity": ""}, {"title": "Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\n24 Count (Pack of 1)", "asin": "B07RX92KGM", "price": "$5.94", "quantity": ""}, {"title": "Energizer Alkaline Power AA Batteries and Alkaline Power AAA Batteries Variety Pack, 32 AA and 32 AAA Batteries, 64 Count\n32 Count (Pack of 2)", "asin": "B09V8888V4", "price": "$30.28", "quantity": ""}, {"title": "imuto Rechargeable 4 AAA and 4 AA Batteries Lithium with Charger,8 Pack 1.5 V Triple A Double A Batteries Rechargeable, Long Lasting Lithium Battery with Integrated Charging Storage Box(4AAA+4AA)", "asin": "B0DRSHNYF6", "price": "$21.83", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries.\" Limited time Deal. Price was $14.99. Current price is $12.74 after 15% off. Eligible for Prime.", "asin": "B0DDWN12RL"}, {"title": "Go to detail page for \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries.\" Limited time Deal. Price was $18.98. Current price is $15.18 after 20% off. Eligible for Prime.", "asin": "B09RTVN5GN"}, {"title": "Go to detail page for \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries.\" Limited time Deal. Price was $38.98. Current price is $23.06 after 41% off. Eligible for Prime.", "asin": "B087GMJXMC"}], "search_results": [{"title": "Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)", "asin": "B00LH3DMUO", "price": "$13.85", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B002UXRXE6", "price": "$11.18", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries", "asin": "B0DDWN12RL", "price": "$12.74", "delivery": "FREE delivery Apr 1 - 4 for Prime members Only 10 left in stock - order soon."}, {"title": "Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.", "asin": "B0B2KWJ252", "price": "$31.92", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}, {"title": "EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life", "asin": "B0D78LMZHH", "price": "$5.94", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B002UXRXE6", "price": "$11.18", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)", "asin": "B00LH3DMUO", "price": "$13.85", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B00A4BBCIE", "price": "$4.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 24 Count Pack Triple A Battery with Long-Lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B004K95PBQ", "price": "$18.64", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries", "asin": "B09RTVN5GN", "price": "$15.18", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Energizer MAX AAA Batteries (12 Pack), Triple A Alkaline Batteries", "asin": "B00008XPN0", "price": "$8.54", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged", "asin": "B007B9NXAC", "price": "$9.73", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Energizer Alkaline Power AA Batteries (20 Pack), Double A Long-Lasting Alkaline Batteries", "asin": "B0DDWC93VC", "price": "$12.73", "delivery": " One-Day FREE delivery Tomorrow, Mar 28"}, {"title": "Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries", "asin": "B087GMJXMC", "price": "$23.06", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life", "asin": "B01IQX5E7G", "price": "$5.03", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Powermax 24-Count Triple AAA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging", "asin": "B0BFFQQHRY", "price": "$7.49", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 28 Count (Pack of 1). Re-closable pack for quick, easy access and organized storage. Triple A Battery with Long-lasting Power", "asin": "B0B2KWHKYT", "price": "$21.75", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Energizer MAX AAA Batteries (8 Pack), Triple A Alkaline Batteries", "asin": "B0D51H9LQP", "price": "$6.39", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life", "asin": "B07RX92KGM", "price": "$5.94", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "imuto Rechargeable 4 AAA and 4 AA Batteries Lithium with Charger,8 Pack 1.5 V Triple A Double A Batteries Rechargeable, Long Lasting Lithium Battery with Integrated Charging Storage Box(4AAA+4AA)", "asin": "B0DRSHNYF6", "price": "$21.83", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "KODAK \| AAA Batteries \| Triple A \| Disposable Household \| Alkaline 1.5V \| 24 Pack", "asin": "B0D3QP6CRG", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 28"}, {"title": "PKCELL AAA Batteries 8 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life", "asin": "B0B1ZW5Q31", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 28"}, {"title": "Amazon Basics 150-Pack AAA Alkaline Industrial Batteries, 1.5 Volt, 5-Year Shelf Life", "asin": "B07VQVG7CJ", "price": "$24.02", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life", "asin": "B00FF8KQJC", "price": "$12.20", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life", "asin": "B0D78LMZHH", "price": "$5.94", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Allmax AAA Maximum Power Alkaline Triple A Batteries (100 Count) \u2013 Ultra Long-Lasting, 10-Year Shelf Life, Leakproof Design, Superior Performance \u2013 1.5V", "asin": "B07F7PV92K", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged", "asin": "B007B9NXAC", "price": "$9.73", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Duracell Optimum AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, All-Purpose Alkaline AAA Battery for Household and Office Devices", "asin": "B07RTNFCV2", "price": "$7.49", "delivery": " Two-Day FREE delivery Sat, Mar 29"}, {"title": "Amazon Basics 24 Count AA & AAA High-Performance Alkaline Batteries Value Pack - 12 Double AA Batteries and 12 Triple AAA Batteries", "asin": "B094D3K2W9", "price": "$11.87", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "AAA Batteries by Rayovac, Triple A Battery Alkaline, 72 Count", "asin": "B06XSKY4P2", "price": "$25.46", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count", "asin": "B07XS8BXR6", "price": "$55.95", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Energizer Ultimate Lithium AAA Batteries (8 Pack), Lithium Triple A Batteries", "asin": "B071CNQ3TG", "price": "$17.55", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging", "asin": "B00YMSORX2", "price": "$12.20", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Duracell, MN2400BKD, Standard Battery, AAA, Alkaline, PK24", "asin": "B002XK36M4", "price": "$20.58", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Energizer AAA Batteries (48 Count), Triple A Max Alkaline Battery", "asin": "B079GS4YQS", "price": "$26.99", "delivery": " Two-Day FREE delivery Sat, Mar 29"}, {"title": "AAA Batteries 100 Pack, 10 Years Shelf Life, Triple AAA Batteries 1200mAh for Remote Control, Piles AAA, LR03 Alkaline", "asin": "B0BX845GTN", "price": "$20.38", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Energizer Rechargeable AAA Batteries, Recharge Universal Triple A Battery Pre-Charged, 8 Count", "asin": "B00OFR34ZC", "price": "$21.41", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Duracell MN2400BKD CopperTop Alkaline Batteries, AAA, 144/CT", "asin": "B00PV1L00M", "price": "$108.89", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Go Green AAA Alkaline Battery 4-Pack", "asin": "B00BNQYPUG", "price": "$3.08", "delivery": " One-Day FREE delivery Tomorrow, Mar 28"}, {"title": "Eneloop Panasonic BK-4MCCA8BA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 8-Battery Pack", "asin": "B00JHKSMIG", "price": "$19.95", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life", "asin": "B01IQX5E7G", "price": "$5.03", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Lepro AAA Batteries 24 Pack, Triple A Batteries with Ultra Long-Lasting Power \u2013 High Performance,1.5V Leak-Proof, Corrosion-Resistant Alkaline AAA Batteries, Ideal for Home & Office Devices", "asin": "B09FY35389", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Kenstar AAA Batteries 36 Pack, High-Performance Alkaline Triple A Battery for Household and Office Devices, 1.5 Volt, Leakproof, Long Lasting, 10-Year Shelf Life", "asin": "B0CRVMYM64", "price": "$6.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "POWEROWL AAA Rechargeable Batteries 24 Pack, High Capacity Rechargeable AAA Batteries 1000mAh 1.2V NiMH Low Self Discharge", "asin": "B07BSCGL5S", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "ACDelco UltraMAX 10-Count AAA Batteries, Alkaline Battery with Advanced Technology, 10-Year Shelf Life, Recloseable Packaging", "asin": "B07VGGHH5L", "price": "$5.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Energizer Power Plus Rechargeable AAA Batteries (4 Pack), 800mAh Triple A Batteries", "asin": "B000BESLQK", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Amazon Basics Rechargeable AAA Batteries, 12-Pack, 850 mAh, NiMH High-Capacity Batteries, Recharge up to 500x Times, Pre-Charged", "asin": "B07NX1DSMP", "price": "$10.02", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Energizer AAA Max Alkaline E92 Batteries - 20 count", "asin": "B00KMDROV8", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Eneloop Panasonic BK-4MCCA10FA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 10-Battery Pack", "asin": "B0D2JCLPBH", "price": "$19.65", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "AAA LR03 Batteries,Ultra Long Lasting Alkaline Battery,with Long Lasting Power, 10-Year Shelf Life MSDS and CE RoHS Tested AAA Battery (12 Count)", "asin": "B0BNBNNG2J", "price": "$4.59", "delivery": "FREE delivery Sun, Mar 30"}, {"title": "Energizer MAX AAA Batteries, Triple A Alkaline Batteries (Pack of 1, 10 Count Total)", "asin": "B07SXTBM2W", "price": "$7.59", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries", "asin": "B087GMJXMC", "price": "$23.06", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count", "asin": "B07R69Y9Y6", "price": "$40.71", "delivery": "FREE delivery Apr 2 - 5 for Prime members"}, {"title": "EBL Rechargeable AAA Batteries (16-Counts) Ready2Charge 1100mAh Ni-MH Battery", "asin": "B00DNPT1A4", "price": "$12.79", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Duracell CopperTop Alkaline AAA Batteries, 24/Box", "asin": "B00FZYVP7S"}, {"title": "Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.", "asin": "B0B2KWJ252", "price": "$31.92", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}, {"title": "BEVIGOR Rechargeable AAA Batteries, 1100 mAh High Capacity, LSD Low Self Discharge Technology, 1.2V NiMH AAA Batteries Rechargeable, Long-Lasting Triple AAA Rechargeable Batteries, 16 Count", "asin": "B0DHRRV4WB", "price": "$9.51", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Batteries AAA Size Pack, 36 Pack 1.5v AAA Batteries Long Lasting Alkaline LR03 Leakproof Triple A Size Battery,10-Year Shelf Life", "asin": "B0CRB1N94C", "price": "$8.99", "delivery": "FREE delivery Apr 3 - 7 for Prime members"}, {"title": "Combo 24x AA + 24x AAA Energizer Max Alkaline E91/E92 Batteries Made in USA Exp. 2023 or Later ((Bulk Packaging)", "asin": "B00SG499BS", "price": "$25.93", "delivery": " One-Day FREE delivery Tomorrow, Mar 28"}, {"title": "KODAK \| AAA Batteries \| Triple A \| Disposable Household \| Alkaline 1.5V \| 24 Pack", "asin": "B0D3QP6CRG", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 28"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-27T18:45:04.191Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-27T18:45:04.191Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-27T18:45:04.191Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1315, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_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\"search_term\": [{\"term\": \"battery aaa\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$25.49\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$12.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\\n20 Count (Pack of 1)\", \"asin\": \"B0DDWN12RL\", \"price\": \"$12.74\", \"quantity\": \"\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\\n24 Count (Pack of 2)\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"quantity\": \"\"},\n{\"title\": \"EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life\", \"asin\": \"B0D78LMZHH\", \"price\": \"$5.94\", \"quantity\": \"\"},\n{\"title\": \"KODAK \| AAA Batteries \| Triple A \| Disposable Household \| Alkaline 1.5V \| 24 Pack\", \"asin\": \"B0D3QP6CRG\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AA Batteries and Alkaline Power AAA Batteries Variety Pack, 32 AA and 32 AAA Batteries, 64 Count\\n32 Count (Pack of 2)\", \"asin\": \"B09V8888V4\", \"price\": \"$30.28\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\\n20 Count (Pack of 1)\", \"asin\": \"B0DDWN12RL\", \"price\": \"$12.74\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"quantity\": \"\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\\n24 Count (Pack of 2)\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"quantity\": \"\"},\n{\"title\": \"Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\\n24 Count (Pack of 1)\", \"asin\": \"B07RX92KGM\", \"price\": \"$5.94\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AA Batteries and Alkaline Power AAA Batteries Variety Pack, 32 AA and 32 AAA Batteries, 64 Count\\n32 Count (Pack of 2)\", \"asin\": \"B09V8888V4\", \"price\": \"$30.28\", \"quantity\": \"\"},\n{\"title\": \"imuto Rechargeable 4 AAA and 4 AA Batteries Lithium with Charger,8 Pack 1.5 V Triple A Double A Batteries Rechargeable, Long Lasting Lithium Battery with Integrated Charging Storage Box(4AAA+4AA)\", \"asin\": \"B0DRSHNYF6\", \"price\": \"$21.83\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries.\\\" Limited time Deal. Price was $14.99. Current price is $12.74 after 15% off. Eligible for Prime.\", \"asin\": \"B0DDWN12RL\"},\n{\"title\": \"Go to detail page for \\\"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries.\\\" Limited time Deal. Price was $18.98. Current price is $15.18 after 20% off. Eligible for Prime.\", \"asin\": \"B09RTVN5GN\"},\n{\"title\": \"Go to detail page for \\\"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries.\\\" Limited time Deal. Price was $38.98. Current price is $23.06 after 41% off. Eligible for Prime.\", \"asin\": \"B087GMJXMC\"}],\n\"search_results\": [{\"title\": \"Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)\", \"asin\": \"B00LH3DMUO\", \"price\": \"$13.85\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\", \"asin\": \"B0DDWN12RL\", \"price\": \"$12.74\", \"delivery\": \"FREE delivery Apr 1 - 4 for Prime members Only 10 left in stock - order soon.\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life\", \"asin\": \"B0D78LMZHH\", \"price\": \"$5.94\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)\", \"asin\": \"B00LH3DMUO\", \"price\": \"$13.85\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B00A4BBCIE\", \"price\": \"$4.97\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 24 Count Pack Triple A Battery with Long-Lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B004K95PBQ\", \"price\": \"$18.64\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer MAX AAA Batteries (12 Pack), Triple A Alkaline Batteries\", \"asin\": \"B00008XPN0\", \"price\": \"$8.54\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged\", \"asin\": \"B007B9NXAC\", \"price\": \"$9.73\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer Alkaline Power AA Batteries (20 Pack), Double A Long-Lasting Alkaline Batteries\", \"asin\": \"B0DDWC93VC\", \"price\": \"$12.73\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B01IQX5E7G\", \"price\": \"$5.03\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Powermax 24-Count Triple AAA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B0BFFQQHRY\", \"price\": \"$7.49\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 28 Count (Pack of 1). Re-closable pack for quick, easy access and organized storage. Triple A Battery with Long-lasting Power\", \"asin\": \"B0B2KWHKYT\", \"price\": \"$21.75\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer MAX AAA Batteries (8 Pack), Triple A Alkaline Batteries\", \"asin\": \"B0D51H9LQP\", \"price\": \"$6.39\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\", \"asin\": \"B07RX92KGM\", \"price\": \"$5.94\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"imuto Rechargeable 4 AAA and 4 AA Batteries Lithium with Charger,8 Pack 1.5 V Triple A Double A Batteries Rechargeable, Long Lasting Lithium Battery with Integrated Charging Storage Box(4AAA+4AA)\", \"asin\": \"B0DRSHNYF6\", \"price\": \"$21.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"KODAK \| AAA Batteries \| Triple A \| Disposable Household \| Alkaline 1.5V \| 24 Pack\", \"asin\": \"B0D3QP6CRG\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"PKCELL AAA Batteries 8 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B0B1ZW5Q31\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 150-Pack AAA Alkaline Industrial Batteries, 1.5 Volt, 5-Year Shelf Life\", \"asin\": \"B07VQVG7CJ\", \"price\": \"$24.02\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life\", \"asin\": \"B00FF8KQJC\", \"price\": \"$12.20\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life\", \"asin\": \"B0D78LMZHH\", \"price\": \"$5.94\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Allmax AAA Maximum Power Alkaline Triple A Batteries (100 Count) \\u2013 Ultra Long-Lasting, 10-Year Shelf Life, Leakproof Design, Superior Performance \\u2013 1.5V\", \"asin\": \"B07F7PV92K\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged\", \"asin\": \"B007B9NXAC\", \"price\": \"$9.73\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Optimum AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, All-Purpose Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B07RTNFCV2\", \"price\": \"$7.49\", \"delivery\": \" Two-Day FREE delivery Sat, Mar 29\"},\n{\"title\": \"Amazon Basics 24 Count AA & AAA High-Performance Alkaline Batteries Value Pack - 12 Double AA Batteries and 12 Triple AAA Batteries\", \"asin\": \"B094D3K2W9\", \"price\": \"$11.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"AAA Batteries by Rayovac, Triple A Battery Alkaline, 72 Count\", \"asin\": \"B06XSKY4P2\", \"price\": \"$25.46\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count\", \"asin\": \"B07XS8BXR6\", \"price\": \"$55.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Energizer Ultimate Lithium AAA Batteries (8 Pack), Lithium Triple A Batteries\", \"asin\": \"B071CNQ3TG\", \"price\": \"$17.55\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B00YMSORX2\", \"price\": \"$12.20\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Duracell, MN2400BKD, Standard Battery, AAA, Alkaline, PK24\", \"asin\": \"B002XK36M4\", \"price\": \"$20.58\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer AAA Batteries (48 Count), Triple A Max Alkaline Battery\", \"asin\": \"B079GS4YQS\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Sat, Mar 29\"},\n{\"title\": \"AAA Batteries 100 Pack, 10 Years Shelf Life, Triple AAA Batteries 1200mAh for Remote Control, Piles AAA, LR03 Alkaline\", \"asin\": \"B0BX845GTN\", \"price\": \"$20.38\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer Rechargeable AAA Batteries, Recharge Universal Triple A Battery Pre-Charged, 8 Count\", \"asin\": \"B00OFR34ZC\", \"price\": \"$21.41\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Duracell MN2400BKD CopperTop Alkaline Batteries, AAA, 144/CT\", \"asin\": \"B00PV1L00M\", \"price\": \"$108.89\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Go Green AAA Alkaline Battery 4-Pack\", \"asin\": \"B00BNQYPUG\", \"price\": \"$3.08\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"Eneloop Panasonic BK-4MCCA8BA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 8-Battery Pack\", \"asin\": \"B00JHKSMIG\", \"price\": \"$19.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B01IQX5E7G\", \"price\": \"$5.03\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Lepro AAA Batteries 24 Pack, Triple A Batteries with Ultra Long-Lasting Power \\u2013 High Performance,1.5V Leak-Proof, Corrosion-Resistant Alkaline AAA Batteries, Ideal for Home & Office Devices\", \"asin\": \"B09FY35389\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Kenstar AAA Batteries 36 Pack, High-Performance Alkaline Triple A Battery for Household and Office Devices, 1.5 Volt, Leakproof, Long Lasting, 10-Year Shelf Life\", \"asin\": \"B0CRVMYM64\", \"price\": \"$6.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"POWEROWL AAA Rechargeable Batteries 24 Pack, High Capacity Rechargeable AAA Batteries 1000mAh 1.2V NiMH Low Self Discharge\", \"asin\": \"B07BSCGL5S\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"ACDelco UltraMAX 10-Count AAA Batteries, Alkaline Battery with Advanced Technology, 10-Year Shelf Life, Recloseable Packaging\", \"asin\": \"B07VGGHH5L\", \"price\": \"$5.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer Power Plus Rechargeable AAA Batteries (4 Pack), 800mAh Triple A Batteries\", \"asin\": \"B000BESLQK\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 850 mAh, NiMH High-Capacity Batteries, Recharge up to 500x Times, Pre-Charged\", \"asin\": \"B07NX1DSMP\", \"price\": \"$10.02\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer AAA Max Alkaline E92 Batteries - 20 count\", \"asin\": \"B00KMDROV8\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Eneloop Panasonic BK-4MCCA10FA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 10-Battery Pack\", \"asin\": \"B0D2JCLPBH\", \"price\": \"$19.65\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"AAA LR03 Batteries,Ultra Long Lasting Alkaline Battery,with Long Lasting Power, 10-Year Shelf Life MSDS and CE RoHS Tested AAA Battery (12 Count)\", \"asin\": \"B0BNBNNG2J\", \"price\": \"$4.59\", \"delivery\": \"FREE delivery Sun, Mar 30\"},\n{\"title\": \"Energizer MAX AAA Batteries, Triple A Alkaline Batteries (Pack of 1, 10 Count Total)\", \"asin\": \"B07SXTBM2W\", \"price\": \"$7.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count\", \"asin\": \"B07R69Y9Y6\", \"price\": \"$40.71\", \"delivery\": \"FREE delivery Apr 2 - 5 for Prime members\"},\n{\"title\": \"EBL Rechargeable AAA Batteries (16-Counts) Ready2Charge 1100mAh Ni-MH Battery\", \"asin\": \"B00DNPT1A4\", \"price\": \"$12.79\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell CopperTop Alkaline AAA Batteries, 24/Box\", \"asin\": \"B00FZYVP7S\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"BEVIGOR Rechargeable AAA Batteries, 1100 mAh High Capacity, LSD Low Self Discharge Technology, 1.2V NiMH AAA Batteries Rechargeable, Long-Lasting Triple AAA Rechargeable Batteries, 16 Count\", \"asin\": \"B0DHRRV4WB\", \"price\": \"$9.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Batteries AAA Size Pack, 36 Pack 1.5v AAA Batteries Long Lasting Alkaline LR03 Leakproof Triple A Size Battery,10-Year Shelf Life\", \"asin\": \"B0CRB1N94C\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Apr 3 - 7 for Prime members\"},\n{\"title\": \"Combo 24x AA + 24x AAA Energizer Max Alkaline E91/E92 Batteries Made in USA Exp. 2023 or Later ((Bulk Packaging)\", \"asin\": \"B00SG499BS\", \"price\": \"$25.93\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"KODAK \| AAA Batteries \| Triple A \| Disposable Household \| Alkaline 1.5V \| 24 Pack\", \"asin\": \"B0D3QP6CRG\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:45:04.191Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"battery aaa\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$25.49\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$12.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\\n20 Count (Pack of 1)\", \"asin\": \"B0DDWN12RL\", \"price\": \"$12.74\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"quantity\": \"\"},\n{\"title\": \"Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\\n24 Count (Pack of 1)\", \"asin\": \"B07RX92KGM\", \"price\": \"$5.94\", \"quantity\": \"\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\\n24 Count (Pack of 2)\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"quantity\": \"\"},\n{\"title\": \"EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life\", \"asin\": \"B0D78LMZHH\", \"price\": \"$5.94\", \"quantity\": \"\"},\n{\"title\": \"PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B01IQX5E7G\", \"price\": \"$5.03\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\\n20 Count (Pack of 1)\", \"asin\": \"B0DDWN12RL\", \"price\": \"$12.74\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"quantity\": \"\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\\n24 Count (Pack of 2)\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"quantity\": \"\"},\n{\"title\": \"PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B01IQX5E7G\", \"price\": \"$5.03\", \"quantity\": \"\"},\n{\"title\": \"imuto Rechargeable 4 AAA and 4 AA Batteries Lithium with Charger,8 Pack 1.5 V Triple A Double A Batteries Rechargeable, Long Lasting Lithium Battery with Integrated Charging Storage Box(4AAA+4AA)\", \"asin\": \"B0DRSHNYF6\", \"price\": \"$21.83\", \"quantity\": \"\"},\n{\"title\": \"Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\\n24 Count (Pack of 1)\", \"asin\": \"B07RX92KGM\", \"price\": \"$5.94\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries.\\\" Limited time Deal. Price was $14.99. Current price is $12.74 after 15% off. Eligible for Prime.\", \"asin\": \"B0DDWN12RL\"},\n{\"title\": \"Go to detail page for \\\"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries.\\\" Limited time Deal. Price was $18.98. Current price is $15.18 after 20% off. Eligible for Prime.\", \"asin\": \"B09RTVN5GN\"},\n{\"title\": \"Go to detail page for \\\"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries.\\\" Limited time Deal. Price was $38.98. Current price is $23.06 after 41% off. Eligible for Prime.\", \"asin\": \"B087GMJXMC\"}],\n\"search_results\": [{\"title\": \"Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)\", \"asin\": \"B00LH3DMUO\", \"price\": \"$13.85\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\", \"asin\": \"B0DDWN12RL\", \"price\": \"$12.74\", \"delivery\": \"FREE delivery Apr 1 - 4 for Prime members Only 10 left in stock - order soon.\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life\", \"asin\": \"B0D78LMZHH\", \"price\": \"$5.94\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)\", \"asin\": \"B00LH3DMUO\", \"price\": \"$13.85\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B00A4BBCIE\", \"price\": \"$4.97\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 24 Count Pack Triple A Battery with Long-Lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B004K95PBQ\", \"price\": \"$18.64\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer MAX AAA Batteries (12 Pack), Triple A Alkaline Batteries\", \"asin\": \"B00008XPN0\", \"price\": \"$8.54\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged\", \"asin\": \"B007B9NXAC\", \"price\": \"$9.73\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer Alkaline Power AA Batteries (20 Pack), Double A Long-Lasting Alkaline Batteries\", \"asin\": \"B0DDWC93VC\", \"price\": \"$12.73\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B01IQX5E7G\", \"price\": \"$5.03\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Powermax 24-Count Triple AAA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B0BFFQQHRY\", \"price\": \"$7.49\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 28 Count (Pack of 1). Re-closable pack for quick, easy access and organized storage. Triple A Battery with Long-lasting Power\", \"asin\": \"B0B2KWHKYT\", \"price\": \"$21.75\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer MAX AAA Batteries (8 Pack), Triple A Alkaline Batteries\", \"asin\": \"B0D51H9LQP\", \"price\": \"$6.39\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\", \"asin\": \"B07RX92KGM\", \"price\": \"$5.94\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"PKCELL AAA Batteries 8 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B0B1ZW5Q31\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"imuto Rechargeable 4 AAA and 4 AA Batteries Lithium with Charger,8 Pack 1.5 V Triple A Double A Batteries Rechargeable, Long Lasting Lithium Battery with Integrated Charging Storage Box(4AAA+4AA)\", \"asin\": \"B0DRSHNYF6\", \"price\": \"$21.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"KODAK \| AAA Batteries \| Triple A \| Disposable Household \| Alkaline 1.5V \| 24 Pack\", \"asin\": \"B0D3QP6CRG\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 150-Pack AAA Alkaline Industrial Batteries, 1.5 Volt, 5-Year Shelf Life\", \"asin\": \"B07VQVG7CJ\", \"price\": \"$24.02\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life\", \"asin\": \"B00FF8KQJC\", \"price\": \"$12.20\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life\", \"asin\": \"B0D78LMZHH\", \"price\": \"$5.94\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Allmax AAA Maximum Power Alkaline Triple A Batteries (100 Count) \\u2013 Ultra Long-Lasting, 10-Year Shelf Life, Leakproof Design, Superior Performance \\u2013 1.5V\", \"asin\": \"B07F7PV92K\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged\", \"asin\": \"B007B9NXAC\", \"price\": \"$9.73\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Optimum AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, All-Purpose Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B07RTNFCV2\", \"price\": \"$7.49\", \"delivery\": \" Two-Day FREE delivery Sat, Mar 29\"},\n{\"title\": \"Amazon Basics 24 Count AA & AAA High-Performance Alkaline Batteries Value Pack - 12 Double AA Batteries and 12 Triple AAA Batteries\", \"asin\": \"B094D3K2W9\", \"price\": \"$11.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"AAA Batteries by Rayovac, Triple A Battery Alkaline, 72 Count\", \"asin\": \"B06XSKY4P2\", \"price\": \"$25.46\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count\", \"asin\": \"B07XS8BXR6\", \"price\": \"$55.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Energizer Ultimate Lithium AAA Batteries (8 Pack), Lithium Triple A Batteries\", \"asin\": \"B071CNQ3TG\", \"price\": \"$17.55\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B00YMSORX2\", \"price\": \"$12.20\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Duracell, MN2400BKD, Standard Battery, AAA, Alkaline, PK24\", \"asin\": \"B002XK36M4\", \"price\": \"$20.58\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer AAA Batteries (48 Count), Triple A Max Alkaline Battery\", \"asin\": \"B079GS4YQS\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Sat, Mar 29\"},\n{\"title\": \"AAA Batteries 100 Pack, 10 Years Shelf Life, Triple AAA Batteries 1200mAh for Remote Control, Piles AAA, LR03 Alkaline\", \"asin\": \"B0BX845GTN\", \"price\": \"$20.38\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer Rechargeable AAA Batteries, Recharge Universal Triple A Battery Pre-Charged, 8 Count\", \"asin\": \"B00OFR34ZC\", \"price\": \"$21.41\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Duracell MN2400BKD CopperTop Alkaline Batteries, AAA, 144/CT\", \"asin\": \"B00PV1L00M\", \"price\": \"$108.89\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Go Green AAA Alkaline Battery 4-Pack\", \"asin\": \"B00BNQYPUG\", \"price\": \"$3.08\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"Eneloop Panasonic BK-4MCCA8BA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 8-Battery Pack\", \"asin\": \"B00JHKSMIG\", \"price\": \"$19.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B01IQX5E7G\", \"price\": \"$5.03\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Lepro AAA Batteries 24 Pack, Triple A Batteries with Ultra Long-Lasting Power \\u2013 High Performance,1.5V Leak-Proof, Corrosion-Resistant Alkaline AAA Batteries, Ideal for Home & Office Devices\", \"asin\": \"B09FY35389\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Kenstar AAA Batteries 36 Pack, High-Performance Alkaline Triple A Battery for Household and Office Devices, 1.5 Volt, Leakproof, Long Lasting, 10-Year Shelf Life\", \"asin\": \"B0CRVMYM64\", \"price\": \"$6.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"POWEROWL AAA Rechargeable Batteries 24 Pack, High Capacity Rechargeable AAA Batteries 1000mAh 1.2V NiMH Low Self Discharge\", \"asin\": \"B07BSCGL5S\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"ACDelco UltraMAX 10-Count AAA Batteries, Alkaline Battery with Advanced Technology, 10-Year Shelf Life, Recloseable Packaging\", \"asin\": \"B07VGGHH5L\", \"price\": \"$5.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer Power Plus Rechargeable AAA Batteries (4 Pack), 800mAh Triple A Batteries\", \"asin\": \"B000BESLQK\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 850 mAh, NiMH High-Capacity Batteries, Recharge up to 500x Times, Pre-Charged\", \"asin\": \"B07NX1DSMP\", \"price\": \"$10.02\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer AAA Max Alkaline E92 Batteries - 20 count\", \"asin\": \"B00KMDROV8\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Eneloop Panasonic BK-4MCCA10FA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 10-Battery Pack\", \"asin\": \"B0D2JCLPBH\", \"price\": \"$19.65\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"AAA LR03 Batteries,Ultra Long Lasting Alkaline Battery,with Long Lasting Power, 10-Year Shelf Life MSDS and CE RoHS Tested AAA Battery (12 Count)\", \"asin\": \"B0BNBNNG2J\", \"price\": \"$4.59\", \"delivery\": \"FREE delivery Sun, Mar 30\"},\n{\"title\": \"Energizer MAX AAA Batteries, Triple A Alkaline Batteries (Pack of 1, 10 Count Total)\", \"asin\": \"B07SXTBM2W\", \"price\": \"$7.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count\", \"asin\": \"B07R69Y9Y6\", \"price\": \"$40.71\", \"delivery\": \"FREE delivery Apr 2 - 5 for Prime members\"},\n{\"title\": \"EBL Rechargeable AAA Batteries (16-Counts) Ready2Charge 1100mAh Ni-MH Battery\", \"asin\": \"B00DNPT1A4\", \"price\": \"$12.79\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell CopperTop Alkaline AAA Batteries, 24/Box\", \"asin\": \"B00FZYVP7S\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"BEVIGOR Rechargeable AAA Batteries, 1100 mAh High Capacity, LSD Low Self Discharge Technology, 1.2V NiMH AAA Batteries Rechargeable, Long-Lasting Triple AAA Rechargeable Batteries, 16 Count\", \"asin\": \"B0DHRRV4WB\", \"price\": \"$9.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Batteries AAA Size Pack, 36 Pack 1.5v AAA Batteries Long Lasting Alkaline LR03 Leakproof Triple A Size Battery,10-Year Shelf Life\", \"asin\": \"B0CRB1N94C\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Apr 3 - 7 for Prime members\"},\n{\"title\": \"Combo 24x AA + 24x AAA Energizer Max Alkaline E91/E92 Batteries Made in USA Exp. 2023 or Later ((Bulk Packaging)\", \"asin\": \"B00SG499BS\", \"price\": \"$25.93\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"KODAK \| AAA Batteries \| Triple A \| Disposable Household \| Alkaline 1.5V \| 24 Pack\", \"asin\": \"B0D3QP6CRG\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:45:23.914Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-27T18:45:23.914Z	click_product	B00A4BBCIE	rule	train	1,316	2025-03-27T18:45:23.914Z	click_product	B00A4BBCIE	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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\|> <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} <\|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": "battery aaa"}], "cart_items": [{"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$25.49", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$12.99", "quantity": "1"}], "promotion_items": [{"title": "Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\n20 Count (Pack of 1)", "asin": "B0DDWN12RL", "price": "$12.74", "quantity": ""}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\n20 Count (Pack of 1)", "asin": "B002UXRXE6", "price": "$11.18", "quantity": ""}, {"title": "Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\n24 Count (Pack of 1)", "asin": "B07RX92KGM", "price": "$5.94", "quantity": ""}, {"title": "Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\n24 Count (Pack of 2)", "asin": "B087GMJXMC", "price": "$23.06", "quantity": ""}, {"title": "EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life", "asin": "B0D78LMZHH", "price": "$5.94", "quantity": ""}, {"title": "PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life", "asin": "B01IQX5E7G", "price": "$5.03", "quantity": ""}, {"title": "Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\n20 Count (Pack of 1)", "asin": "B0DDWN12RL", "price": "$12.74", "quantity": ""}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\n20 Count (Pack of 1)", "asin": "B002UXRXE6", "price": "$11.18", "quantity": ""}, {"title": "Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\n24 Count (Pack of 2)", "asin": "B087GMJXMC", "price": "$23.06", "quantity": ""}, {"title": "PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life", "asin": "B01IQX5E7G", "price": "$5.03", "quantity": ""}, {"title": "imuto Rechargeable 4 AAA and 4 AA Batteries Lithium with Charger,8 Pack 1.5 V Triple A Double A Batteries Rechargeable, Long Lasting Lithium Battery with Integrated Charging Storage Box(4AAA+4AA)", "asin": "B0DRSHNYF6", "price": "$21.83", "quantity": ""}, {"title": "Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\n24 Count (Pack of 1)", "asin": "B07RX92KGM", "price": "$5.94", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries.\" Limited time Deal. Price was $14.99. Current price is $12.74 after 15% off. Eligible for Prime.", "asin": "B0DDWN12RL"}, {"title": "Go to detail page for \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries.\" Limited time Deal. Price was $18.98. Current price is $15.18 after 20% off. Eligible for Prime.", "asin": "B09RTVN5GN"}, {"title": "Go to detail page for \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries.\" Limited time Deal. Price was $38.98. Current price is $23.06 after 41% off. Eligible for Prime.", "asin": "B087GMJXMC"}], "search_results": [{"title": "Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)", "asin": "B00LH3DMUO", "price": "$13.85", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B002UXRXE6", "price": "$11.18", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries", "asin": "B0DDWN12RL", "price": "$12.74", "delivery": "FREE delivery Apr 1 - 4 for Prime members Only 10 left in stock - order soon."}, {"title": "Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.", "asin": "B0B2KWJ252", "price": "$31.92", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}, {"title": "EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life", "asin": "B0D78LMZHH", "price": "$5.94", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B002UXRXE6", "price": "$11.18", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)", "asin": "B00LH3DMUO", "price": "$13.85", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B00A4BBCIE", "price": "$4.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 24 Count Pack Triple A Battery with Long-Lasting Power, Alkaline AAA Battery for Household and Office Devices", "asin": "B004K95PBQ", "price": "$18.64", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries", "asin": "B09RTVN5GN", "price": "$15.18", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Energizer MAX AAA Batteries (12 Pack), Triple A Alkaline Batteries", "asin": "B00008XPN0", "price": "$8.54", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged", "asin": "B007B9NXAC", "price": "$9.73", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Energizer Alkaline Power AA Batteries (20 Pack), Double A Long-Lasting Alkaline Batteries", "asin": "B0DDWC93VC", "price": "$12.73", "delivery": " One-Day FREE delivery Tomorrow, Mar 28"}, {"title": "PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life", "asin": "B01IQX5E7G", "price": "$5.03", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries", "asin": "B087GMJXMC", "price": "$23.06", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Powermax 24-Count Triple AAA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging", "asin": "B0BFFQQHRY", "price": "$7.49", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Duracell Coppertop AAA Batteries with Power Boost Ingredients, 28 Count (Pack of 1). Re-closable pack for quick, easy access and organized storage. Triple A Battery with Long-lasting Power", "asin": "B0B2KWHKYT", "price": "$21.75", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Energizer MAX AAA Batteries (8 Pack), Triple A Alkaline Batteries", "asin": "B0D51H9LQP", "price": "$6.39", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life", "asin": "B07RX92KGM", "price": "$5.94", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "PKCELL AAA Batteries 8 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life", "asin": "B0B1ZW5Q31", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 28"}, {"title": "imuto Rechargeable 4 AAA and 4 AA Batteries Lithium with Charger,8 Pack 1.5 V Triple A Double A Batteries Rechargeable, Long Lasting Lithium Battery with Integrated Charging Storage Box(4AAA+4AA)", "asin": "B0DRSHNYF6", "price": "$21.83", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "KODAK \| AAA Batteries \| Triple A \| Disposable Household \| Alkaline 1.5V \| 24 Pack", "asin": "B0D3QP6CRG", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 28"}, {"title": "Amazon Basics 150-Pack AAA Alkaline Industrial Batteries, 1.5 Volt, 5-Year Shelf Life", "asin": "B07VQVG7CJ", "price": "$24.02", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life", "asin": "B00FF8KQJC", "price": "$12.20", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life", "asin": "B0D78LMZHH", "price": "$5.94", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Allmax AAA Maximum Power Alkaline Triple A Batteries (100 Count) \u2013 Ultra Long-Lasting, 10-Year Shelf Life, Leakproof Design, Superior Performance \u2013 1.5V", "asin": "B07F7PV92K", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged", "asin": "B007B9NXAC", "price": "$9.73", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Duracell Optimum AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, All-Purpose Alkaline AAA Battery for Household and Office Devices", "asin": "B07RTNFCV2", "price": "$7.49", "delivery": " Two-Day FREE delivery Sat, Mar 29"}, {"title": "Amazon Basics 24 Count AA & AAA High-Performance Alkaline Batteries Value Pack - 12 Double AA Batteries and 12 Triple AAA Batteries", "asin": "B094D3K2W9", "price": "$11.87", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "AAA Batteries by Rayovac, Triple A Battery Alkaline, 72 Count", "asin": "B06XSKY4P2", "price": "$25.46", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count", "asin": "B07XS8BXR6", "price": "$55.95", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Energizer Ultimate Lithium AAA Batteries (8 Pack), Lithium Triple A Batteries", "asin": "B071CNQ3TG", "price": "$17.55", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging", "asin": "B00YMSORX2", "price": "$12.20", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Duracell, MN2400BKD, Standard Battery, AAA, Alkaline, PK24", "asin": "B002XK36M4", "price": "$20.58", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Energizer AAA Batteries (48 Count), Triple A Max Alkaline Battery", "asin": "B079GS4YQS", "price": "$26.99", "delivery": " Two-Day FREE delivery Sat, Mar 29"}, {"title": "AAA Batteries 100 Pack, 10 Years Shelf Life, Triple AAA Batteries 1200mAh for Remote Control, Piles AAA, LR03 Alkaline", "asin": "B0BX845GTN", "price": "$20.38", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Energizer Rechargeable AAA Batteries, Recharge Universal Triple A Battery Pre-Charged, 8 Count", "asin": "B00OFR34ZC", "price": "$21.41", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Duracell MN2400BKD CopperTop Alkaline Batteries, AAA, 144/CT", "asin": "B00PV1L00M", "price": "$108.89", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Go Green AAA Alkaline Battery 4-Pack", "asin": "B00BNQYPUG", "price": "$3.08", "delivery": " One-Day FREE delivery Tomorrow, Mar 28"}, {"title": "Eneloop Panasonic BK-4MCCA8BA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 8-Battery Pack", "asin": "B00JHKSMIG", "price": "$19.95", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life", "asin": "B01IQX5E7G", "price": "$5.03", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Lepro AAA Batteries 24 Pack, Triple A Batteries with Ultra Long-Lasting Power \u2013 High Performance,1.5V Leak-Proof, Corrosion-Resistant Alkaline AAA Batteries, Ideal for Home & Office Devices", "asin": "B09FY35389", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Kenstar AAA Batteries 36 Pack, High-Performance Alkaline Triple A Battery for Household and Office Devices, 1.5 Volt, Leakproof, Long Lasting, 10-Year Shelf Life", "asin": "B0CRVMYM64", "price": "$6.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "POWEROWL AAA Rechargeable Batteries 24 Pack, High Capacity Rechargeable AAA Batteries 1000mAh 1.2V NiMH Low Self Discharge", "asin": "B07BSCGL5S", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "ACDelco UltraMAX 10-Count AAA Batteries, Alkaline Battery with Advanced Technology, 10-Year Shelf Life, Recloseable Packaging", "asin": "B07VGGHH5L", "price": "$5.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Energizer Power Plus Rechargeable AAA Batteries (4 Pack), 800mAh Triple A Batteries", "asin": "B000BESLQK", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Amazon Basics Rechargeable AAA Batteries, 12-Pack, 850 mAh, NiMH High-Capacity Batteries, Recharge up to 500x Times, Pre-Charged", "asin": "B07NX1DSMP", "price": "$10.02", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Energizer AAA Max Alkaline E92 Batteries - 20 count", "asin": "B00KMDROV8", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Eneloop Panasonic BK-4MCCA10FA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 10-Battery Pack", "asin": "B0D2JCLPBH", "price": "$19.65", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "AAA LR03 Batteries,Ultra Long Lasting Alkaline Battery,with Long Lasting Power, 10-Year Shelf Life MSDS and CE RoHS Tested AAA Battery (12 Count)", "asin": "B0BNBNNG2J", "price": "$4.59", "delivery": "FREE delivery Sun, Mar 30"}, {"title": "Energizer MAX AAA Batteries, Triple A Alkaline Batteries (Pack of 1, 10 Count Total)", "asin": "B07SXTBM2W", "price": "$7.59", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries", "asin": "B087GMJXMC", "price": "$23.06", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count", "asin": "B07R69Y9Y6", "price": "$40.71", "delivery": "FREE delivery Apr 2 - 5 for Prime members"}, {"title": "EBL Rechargeable AAA Batteries (16-Counts) Ready2Charge 1100mAh Ni-MH Battery", "asin": "B00DNPT1A4", "price": "$12.79", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Duracell CopperTop Alkaline AAA Batteries, 24/Box", "asin": "B00FZYVP7S"}, {"title": "Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.", "asin": "B0B2KWJ252", "price": "$31.92", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}, {"title": "BEVIGOR Rechargeable AAA Batteries, 1100 mAh High Capacity, LSD Low Self Discharge Technology, 1.2V NiMH AAA Batteries Rechargeable, Long-Lasting Triple AAA Rechargeable Batteries, 16 Count", "asin": "B0DHRRV4WB", "price": "$9.51", "delivery": " One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Batteries AAA Size Pack, 36 Pack 1.5v AAA Batteries Long Lasting Alkaline LR03 Leakproof Triple A Size Battery,10-Year Shelf Life", "asin": "B0CRB1N94C", "price": "$8.99", "delivery": "FREE delivery Apr 3 - 7 for Prime members"}, {"title": "Combo 24x AA + 24x AAA Energizer Max Alkaline E91/E92 Batteries Made in USA Exp. 2023 or Later ((Bulk Packaging)", "asin": "B00SG499BS", "price": "$25.93", "delivery": " One-Day FREE delivery Tomorrow, Mar 28"}, {"title": "KODAK \| AAA Batteries \| Triple A \| Disposable Household \| Alkaline 1.5V \| 24 Pack", "asin": "B0D3QP6CRG", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 28"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-27T18:45:23.914Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-27T18:45:23.914Z\",\"action\": \"click_product\",\"acion_argument\": \"B00A4BBCIE\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-27T18:45:23.914Z\",\"action\": \"click_product\",\"acion_argument\": \"B00A4BBCIE\",}</answer>", "index": 1316, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"battery aaa\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$25.49\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$12.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\\n20 Count (Pack of 1)\", \"asin\": \"B0DDWN12RL\", \"price\": \"$12.74\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"quantity\": \"\"},\n{\"title\": \"Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\\n24 Count (Pack of 1)\", \"asin\": \"B07RX92KGM\", \"price\": \"$5.94\", \"quantity\": \"\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\\n24 Count (Pack of 2)\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"quantity\": \"\"},\n{\"title\": \"EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life\", \"asin\": \"B0D78LMZHH\", \"price\": \"$5.94\", \"quantity\": \"\"},\n{\"title\": \"PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B01IQX5E7G\", \"price\": \"$5.03\", \"quantity\": \"\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\\n20 Count (Pack of 1)\", \"asin\": \"B0DDWN12RL\", \"price\": \"$12.74\", \"quantity\": \"\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\\n20 Count (Pack of 1)\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"quantity\": \"\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\\n24 Count (Pack of 2)\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"quantity\": \"\"},\n{\"title\": \"PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B01IQX5E7G\", \"price\": \"$5.03\", \"quantity\": \"\"},\n{\"title\": \"imuto Rechargeable 4 AAA and 4 AA Batteries Lithium with Charger,8 Pack 1.5 V Triple A Double A Batteries Rechargeable, Long Lasting Lithium Battery with Integrated Charging Storage Box(4AAA+4AA)\", \"asin\": \"B0DRSHNYF6\", \"price\": \"$21.83\", \"quantity\": \"\"},\n{\"title\": \"Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\\n24 Count (Pack of 1)\", \"asin\": \"B07RX92KGM\", \"price\": \"$5.94\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries.\\\" Limited time Deal. Price was $14.99. Current price is $12.74 after 15% off. Eligible for Prime.\", \"asin\": \"B0DDWN12RL\"},\n{\"title\": \"Go to detail page for \\\"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries.\\\" Limited time Deal. Price was $18.98. Current price is $15.18 after 20% off. Eligible for Prime.\", \"asin\": \"B09RTVN5GN\"},\n{\"title\": \"Go to detail page for \\\"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries.\\\" Limited time Deal. Price was $38.98. Current price is $23.06 after 41% off. Eligible for Prime.\", \"asin\": \"B087GMJXMC\"}],\n\"search_results\": [{\"title\": \"Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)\", \"asin\": \"B00LH3DMUO\", \"price\": \"$13.85\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries (20 Pack), Long-Lasting Triple A Batteries\", \"asin\": \"B0DDWN12RL\", \"price\": \"$12.74\", \"delivery\": \"FREE delivery Apr 1 - 4 for Prime members Only 10 left in stock - order soon.\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life\", \"asin\": \"B0D78LMZHH\", \"price\": \"$5.94\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 20 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B002UXRXE6\", \"price\": \"$11.18\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics AAA Alkaline High-Performance Batteries, 1.5 Volt, 10-Year Shelf Life, 36 Count (Pack of 1)\", \"asin\": \"B00LH3DMUO\", \"price\": \"$13.85\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B00A4BBCIE\", \"price\": \"$4.97\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 24 Count Pack Triple A Battery with Long-Lasting Power, Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B004K95PBQ\", \"price\": \"$18.64\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer Alkaline Power AAA Batteries 32 Count (Pack of 1), Long-Lasting Triple A Batteries\", \"asin\": \"B09RTVN5GN\", \"price\": \"$15.18\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer MAX AAA Batteries (12 Pack), Triple A Alkaline Batteries\", \"asin\": \"B00008XPN0\", \"price\": \"$8.54\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged\", \"asin\": \"B007B9NXAC\", \"price\": \"$9.73\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer Alkaline Power AA Batteries (20 Pack), Double A Long-Lasting Alkaline Batteries\", \"asin\": \"B0DDWC93VC\", \"price\": \"$12.73\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B01IQX5E7G\", \"price\": \"$5.03\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Powermax 24-Count Triple AAA Batteries, Ultra Long Lasting Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B0BFFQQHRY\", \"price\": \"$7.49\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Coppertop AAA Batteries with Power Boost Ingredients, 28 Count (Pack of 1). Re-closable pack for quick, easy access and organized storage. Triple A Battery with Long-lasting Power\", \"asin\": \"B0B2KWHKYT\", \"price\": \"$21.75\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer MAX AAA Batteries (8 Pack), Triple A Alkaline Batteries\", \"asin\": \"B0D51H9LQP\", \"price\": \"$6.39\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Voniko - Premium Grade AAA Batteries - 24 Pack - Alkaline Triple A Battery - Ultra Long-Lasting, Leakproof 1.5v Batteries - 10-Year Shelf Life\", \"asin\": \"B07RX92KGM\", \"price\": \"$5.94\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"PKCELL AAA Batteries 8 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B0B1ZW5Q31\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"imuto Rechargeable 4 AAA and 4 AA Batteries Lithium with Charger,8 Pack 1.5 V Triple A Double A Batteries Rechargeable, Long Lasting Lithium Battery with Integrated Charging Storage Box(4AAA+4AA)\", \"asin\": \"B0DRSHNYF6\", \"price\": \"$21.83\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"KODAK \| AAA Batteries \| Triple A \| Disposable Household \| Alkaline 1.5V \| 24 Pack\", \"asin\": \"B0D3QP6CRG\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"Amazon Basics 150-Pack AAA Alkaline Industrial Batteries, 1.5 Volt, 5-Year Shelf Life\", \"asin\": \"B07VQVG7CJ\", \"price\": \"$24.02\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life\", \"asin\": \"B00FF8KQJC\", \"price\": \"$12.20\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"EBL AAA Batteries 24 Pack, 1.5V Alkaline Triple A Batteries, Long-Lasting Alkaline Power for All Your Devices, 10-Year Shelf Life\", \"asin\": \"B0D78LMZHH\", \"price\": \"$5.94\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Allmax AAA Maximum Power Alkaline Triple A Batteries (100 Count) \\u2013 Ultra Long-Lasting, 10-Year Shelf Life, Leakproof Design, Superior Performance \\u2013 1.5V\", \"asin\": \"B07F7PV92K\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 800 mAh, NiMH Performance Batteries, Recharge up to 1000x Times, Pre-Charged\", \"asin\": \"B007B9NXAC\", \"price\": \"$9.73\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell Optimum AAA Batteries with Power Boost Ingredients, 4 Count Pack Triple A Battery with Long-lasting Power, All-Purpose Alkaline AAA Battery for Household and Office Devices\", \"asin\": \"B07RTNFCV2\", \"price\": \"$7.49\", \"delivery\": \" Two-Day FREE delivery Sat, Mar 29\"},\n{\"title\": \"Amazon Basics 24 Count AA & AAA High-Performance Alkaline Batteries Value Pack - 12 Double AA Batteries and 12 Triple AAA Batteries\", \"asin\": \"B094D3K2W9\", \"price\": \"$11.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"AAA Batteries by Rayovac, Triple A Battery Alkaline, 72 Count\", \"asin\": \"B06XSKY4P2\", \"price\": \"$25.46\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count\", \"asin\": \"B07XS8BXR6\", \"price\": \"$55.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Energizer Ultimate Lithium AAA Batteries (8 Pack), Lithium Triple A Batteries\", \"asin\": \"B071CNQ3TG\", \"price\": \"$17.55\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"ACDelco 48-Count Triple AAA Batteries, Maximum Power Super Alkaline Battery, 10-Year Shelf Life, Reclosable Packaging\", \"asin\": \"B00YMSORX2\", \"price\": \"$12.20\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Duracell, MN2400BKD, Standard Battery, AAA, Alkaline, PK24\", \"asin\": \"B002XK36M4\", \"price\": \"$20.58\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer AAA Batteries (48 Count), Triple A Max Alkaline Battery\", \"asin\": \"B079GS4YQS\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Sat, Mar 29\"},\n{\"title\": \"AAA Batteries 100 Pack, 10 Years Shelf Life, Triple AAA Batteries 1200mAh for Remote Control, Piles AAA, LR03 Alkaline\", \"asin\": \"B0BX845GTN\", \"price\": \"$20.38\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer Rechargeable AAA Batteries, Recharge Universal Triple A Battery Pre-Charged, 8 Count\", \"asin\": \"B00OFR34ZC\", \"price\": \"$21.41\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Duracell MN2400BKD CopperTop Alkaline Batteries, AAA, 144/CT\", \"asin\": \"B00PV1L00M\", \"price\": \"$108.89\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Go Green AAA Alkaline Battery 4-Pack\", \"asin\": \"B00BNQYPUG\", \"price\": \"$3.08\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"Eneloop Panasonic BK-4MCCA8BA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 8-Battery Pack\", \"asin\": \"B00JHKSMIG\", \"price\": \"$19.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"PKCELL AAA Batteries 12 Pack, Triple A Batteries, 1.5V High-Performance Alkaline Battery for Flashlights Keyboards Clocks Toys Remote Controls, 10-Year Shelf Life\", \"asin\": \"B01IQX5E7G\", \"price\": \"$5.03\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Lepro AAA Batteries 24 Pack, Triple A Batteries with Ultra Long-Lasting Power \\u2013 High Performance,1.5V Leak-Proof, Corrosion-Resistant Alkaline AAA Batteries, Ideal for Home & Office Devices\", \"asin\": \"B09FY35389\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Kenstar AAA Batteries 36 Pack, High-Performance Alkaline Triple A Battery for Household and Office Devices, 1.5 Volt, Leakproof, Long Lasting, 10-Year Shelf Life\", \"asin\": \"B0CRVMYM64\", \"price\": \"$6.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"POWEROWL AAA Rechargeable Batteries 24 Pack, High Capacity Rechargeable AAA Batteries 1000mAh 1.2V NiMH Low Self Discharge\", \"asin\": \"B07BSCGL5S\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"ACDelco UltraMAX 10-Count AAA Batteries, Alkaline Battery with Advanced Technology, 10-Year Shelf Life, Recloseable Packaging\", \"asin\": \"B07VGGHH5L\", \"price\": \"$5.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer Power Plus Rechargeable AAA Batteries (4 Pack), 800mAh Triple A Batteries\", \"asin\": \"B000BESLQK\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics Rechargeable AAA Batteries, 12-Pack, 850 mAh, NiMH High-Capacity Batteries, Recharge up to 500x Times, Pre-Charged\", \"asin\": \"B07NX1DSMP\", \"price\": \"$10.02\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer AAA Max Alkaline E92 Batteries - 20 count\", \"asin\": \"B00KMDROV8\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Eneloop Panasonic BK-4MCCA10FA AAA 2100 Cycle Ni-MH Pre-Charged Rechargeable Batteries, 10-Battery Pack\", \"asin\": \"B0D2JCLPBH\", \"price\": \"$19.65\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"AAA LR03 Batteries,Ultra Long Lasting Alkaline Battery,with Long Lasting Power, 10-Year Shelf Life MSDS and CE RoHS Tested AAA Battery (12 Count)\", \"asin\": \"B0BNBNNG2J\", \"price\": \"$4.59\", \"delivery\": \"FREE delivery Sun, Mar 30\"},\n{\"title\": \"Energizer MAX AAA Batteries, Triple A Alkaline Batteries (Pack of 1, 10 Count Total)\", \"asin\": \"B07SXTBM2W\", \"price\": \"$7.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Energizer AA and AAA Batteries, 48 Count, Combo Pack Contains 24 Max Double A and 24 Max Triple A Batteries\", \"asin\": \"B087GMJXMC\", \"price\": \"$23.06\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Energizer AAA Batteries, Ultimate Lithium Triple A Battery, 24 Count\", \"asin\": \"B07R69Y9Y6\", \"price\": \"$40.71\", \"delivery\": \"FREE delivery Apr 2 - 5 for Prime members\"},\n{\"title\": \"EBL Rechargeable AAA Batteries (16-Counts) Ready2Charge 1100mAh Ni-MH Battery\", \"asin\": \"B00DNPT1A4\", \"price\": \"$12.79\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Duracell CopperTop Alkaline AAA Batteries, 24/Box\", \"asin\": \"B00FZYVP7S\"},\n{\"title\": \"Duracell Coppertop AA + AAA Batteries, 56 Count (Pack of 1). Re-closable pack for easy access and organized storage.1 pack contains 28 Double A Batteries and 28 Triple A Batteries.\", \"asin\": \"B0B2KWJ252\", \"price\": \"$31.92\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"BEVIGOR Rechargeable AAA Batteries, 1100 mAh High Capacity, LSD Low Self Discharge Technology, 1.2V NiMH AAA Batteries Rechargeable, Long-Lasting Triple AAA Rechargeable Batteries, 16 Count\", \"asin\": \"B0DHRRV4WB\", \"price\": \"$9.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Batteries AAA Size Pack, 36 Pack 1.5v AAA Batteries Long Lasting Alkaline LR03 Leakproof Triple A Size Battery,10-Year Shelf Life\", \"asin\": \"B0CRB1N94C\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Apr 3 - 7 for Prime members\"},\n{\"title\": \"Combo 24x AA + 24x AAA Energizer Max Alkaline E91/E92 Batteries Made in USA Exp. 2023 or Later ((Bulk Packaging)\", \"asin\": \"B00SG499BS\", \"price\": \"$25.93\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"},\n{\"title\": \"KODAK \| AAA Batteries \| Triple A \| Disposable Household \| Alkaline 1.5V \| 24 Pack\", \"asin\": \"B0D3QP6CRG\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 28\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-27T18:45:23.914Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:51:11.302Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-29T22:51:11.302Z	input	vit	rule	train	1,317	2025-03-29T22:51:11.302Z	input	vit	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} <\|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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-29T22:51:11.302Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-29T22:51:11.302Z\",\"action\": \"input\",\"acion_argument\": \"vit\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-29T22:51:11.302Z\",\"action\": \"input\",\"acion_argument\": \"vit\",}</answer>", "index": 1317, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:51:11.302Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\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\"search_term\": [{\"term\": \"vit\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:51:11.383Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-29T22:51:11.383Z	click	suggested_term	rule	train	1,318	2025-03-29T22:51:11.383Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} <\|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": "vit"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-29T22:51:11.383Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-29T22:51:11.383Z\",\"action\": \"click\",\"acion_argument\": \"suggested_term\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-29T22:51:11.383Z\",\"action\": \"click\",\"acion_argument\": \"suggested_term\",}</answer>", "index": 1318, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\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\"search_term\": [{\"term\": \"vit\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:51:11.383Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"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\"search_term\": [{\"term\": \"vitamin c\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$25.49\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$12.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply\\nVitamin C0.32 Ounce (Pack of 60)\", \"asin\": \"B07CNQ6TTN\", \"price\": \"$30.86\", \"quantity\": \"\"},\n{\"title\": \"Nuun Immunity Electrolyte Tablets with Vitamin D, C, E, & A, Ginger, Elderberry, Magnesium & 4 Other Essential Electrolytes, Vegan, Blueberry Tangerine & Orange Citrus, 2 Pack (20 Servings Total)\\nTablet20 Count (Pack of 1)\", \"asin\": \"B07CB5MSL4\", \"price\": \"$12.22\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\\nEffervescent Tablets10 Count (Pack of 3)\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\", \"quantity\": \"\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\\nVitamin C63 Count (Pack of 2)\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"quantity\": \"\"},\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 - 90 Count/3 Month Supply\\nPowder90 Servings (Pack of 1)\", \"asin\": \"B0CF5Z1G6J\", \"price\": \"$33.74\", \"quantity\": \"\"},\n{\"title\": \"Paula\\u2019s Choice 25% Vitamin C Serum with Glutathione & Antioxidants, Improves Discoloration & Dark Spots, Uneven Tone & Firms, Anti-Aging, Fragrance-Free, 1 Fl Oz\\n1 Ounce (Pack of 1)\", \"asin\": \"B0CG2KD336\", \"price\": \"$65.00\", \"quantity\": \"\"},\n{\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply\\nVitamin C0.32 Ounce (Pack of 60)\", \"asin\": \"B07CNQ6TTN\", \"price\": \"$30.86\", \"quantity\": \"\"},\n{\"title\": \"CYMBIOTIKA Vitamin C Individual Packets, Liposomal Delivery, Supplement for Immune Support, Collagen Boost, & Healthy Aging, Skin Hydration Packets, Citrus Vanilla Flavor, 60 Servings, 2pck (2)\\nVitamin C15 Fl Oz (Pack of 2)\", \"asin\": \"B0DSGH86D6\", \"price\": \"$111.60\", \"quantity\": \"\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\\nVitamin C63 Count (Pack of 2)\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"quantity\": \"\"},\n{\"title\": \"Liquid I.V.\\u00ae Hydration Multiplier +Immune Support - Wild Berry Blend \| Electrolyte Powder Drink Mix \| 1 Pack (14 Servings)\\nPowder14 Servings (Pack of 1)\", \"asin\": \"B0BHJK26HR\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\\nEffervescent Tablets10 Count (Pack of 3)\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\", \"quantity\": \"\"},\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 - 90 Count/3 Month Supply\\nPowder90 Servings (Pack of 1)\", \"asin\": \"B0CF5Z1G6J\", \"price\": \"$33.74\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"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 - 90 Count/3 Month Supply.\\\" Rated 4.8 out of 5 stars by 2202 reviews. Eligible for Prime.\", \"asin\": \"B0CF5Z1G6J\"},\n{\"title\": \"Go to detail page for \\\"Emergen-C Immune+ Triple Action Immune Support Powder, BetaVia (R), 1000mg Vitamin C, B Vitamins, Vitamin D and Antioxidants, Raspberry \\u2013 30 Count.\\\" Rated 4.8 out of 5 stars by 15715 reviews. Eligible for Prime.\", \"asin\": \"B00ND99HY0\"},\n{\"title\": \"Go to detail page for \\\"Emergen-C Kidz Crystals, On-the-Go Emergen-C Immune Support Supplement with Vitamin C, B Vitamins, Zinc and Manganese, Sparkly Strawberry - 56 Stick Packs.\\\" Rated 4.7 out of 5 stars by 1047 reviews. Eligible for Prime.\", \"asin\": \"B0BTMDYHJ3\"}],\n\"search_results\": [{\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply\", \"asin\": \"B07CNQ6TTN\", \"price\": \"$30.86\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM Or FREE pickup\"},\n{\"title\": \"TruSkin Vitamin C Serum For Face \\u2013 Anti Aging Formula with Vitamin C, Hyaluronic Acid, Vitamin E \\u2013 Brightening Serum \\u2013 Improve Appearance of Dark Spots, Tone, Fine Lines & Wrinkles, 1 Fl Oz\", \"asin\": \"B01M4MCUAF\", \"price\": \"$18.68\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"Nature's Bounty Vitamin C, Supports Immune and Antioxidant Health, Vitamin C Supplement, 1000mg, 300 Caplets\", \"asin\": \"B08YS4ZRTL\", \"price\": \"$17.74\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"GOODAL Green Tangerine Vitamin C Serum - Advanced Version (2.02 Fl Oz (Pack of 2, Refill Included))\", \"asin\": \"B0DHRS6M2Z\", \"price\": \"$16.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"THORNE Vitamin C - Blend of Vitamin C and Citrus Bioflavonoids from Oranges - Support Immune System, Production of Cellular Energy, Collagen Production and Healthy Tissue* - Gluten-Free - 90 Capsules\", \"asin\": \"B09FYFM7N3\", \"price\": \"$21.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Extra Strength Vitamin C 1000 mg, Dietary Supplement for Immune Support, 100 Tablets, 100 Day Supply\", \"asin\": \"B0000DJASY\", \"price\": \"$9.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature's Bounty Vitamin C + Rose Hips, Immune Support, 1000mg, Coated Caplets, 100 Ct\", \"asin\": \"B0019GE9HE\", \"price\": \"$8.54\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Sports Research Vitamin C 1000mg - Non-GMO Project Verified Ascorbic Acid Vitamin C Supplement for Immune Support & Antioxidant Protection \| Vegan Friendly, 8 Month Supply (240 Count)\", \"asin\": \"B086PL2D5R\", \"price\": \"$18.36\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"SOLARAY Vitamin C 1000mg Timed Release Capsules with Rose HIPS & Acerola Bioflavonoids, Two-Stage for High Absorption & All Day Immune Function Support, 60 Day Guarantee, 275 Servings, 275 VegCaps\", \"asin\": \"B07JH4R881\", \"price\": \"$26.89\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Pure Encapsulations Ascorbic Acid Capsules - 1,000 mg Vitamin C - Antioxidant & Immune Support* - High-Potency Vitamin C - Vegan & Non-GMO - 90 Capsules\", \"asin\": \"B000GX7E8W\", \"price\": \"$21.40\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics Vitamin C 250 mg Gummies, Orange, 150 Count (2 per Serving), Immune Health (Previously Solimo)\", \"asin\": \"B07BBMND7W\", \"price\": \"$7.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\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 - 90 Count/3 Month Supply\", \"asin\": \"B0CF5Z1G6J\", \"price\": \"$33.74\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"CYMBIOTIKA Vitamin C Individual Packets, Liposomal Delivery, Supplement for Immune Support, Collagen Boost, & Healthy Aging, Skin Hydration Packets, Citrus Vanilla Flavor, 60 Servings, 2pck (2)\", \"asin\": \"B0DSGH86D6\", \"price\": \"$111.60\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Nature Made Extra Strength Dosage Chewable Vitamin C 1000 mg per serving, Dietary Supplement for Immune Support, 90 Tablets, 45 Day Supply\", \"asin\": \"B08FNG91XM\", \"price\": \"$7.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vitamin C\", \"asin\": \"B086Z3CDWF\", \"price\": \"$7.00\", \"delivery\": \" FREE delivery\"},\n{\"title\": \"Nature Made Maximum Strength Dosage Vitamin C 1000mg per Serving, Immune Support Vitamin C Gummies for Adults, 80 Vitamin C Gummies, 20 Day Supply\", \"asin\": \"B0CBVWPPR9\", \"price\": \"$14.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NOW Foods Supplements, Vitamin C-1,000 with Rose Hips, Sustained Release, Antioxidant Protection, 250 Tablets\", \"asin\": \"B0013P1GD6\", \"price\": \"$16.24\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Paula\\u2019s Choice 25% Vitamin C Serum with Glutathione & Antioxidants, Improves Discoloration & Dark Spots, Uneven Tone & Firms, Anti-Aging, Fragrance-Free, 1 Fl Oz\", \"asin\": \"B0CG2KD336\", \"price\": \"$65.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Paula's Choice BOOST C15 Super Booster, 15% Vitamin C with Vitamin E & Ferulic Acid, Skin Brightening Serum, 0.67 Ounce\", \"asin\": \"B00EYVSOKY\", \"price\": \"$44.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\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\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Vitamin C 250 mg per serving, Dietary Supplement for Immune Support, 150 Gummies, 75 Day Supply\", \"asin\": \"B00IOBAK02\", \"price\": \"$9.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature\\u2019s Bounty Vitamin C, Supports a Healthy Immune System, Vitamin Supplement, 500mg, 250 Tablets\", \"asin\": \"B000GG87V2\", \"price\": \"$8.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Naturium Vitamin C Complex Face Serum, Anti-Aging Facial Treatment with Hyaluronic Acid & Vitamin E, 1 oz\", \"asin\": \"B07Y469VXX\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nutrivein Premium Liposomal Vitamin C Supplement 1650mg - 180 Caps: High-Absorption Vitamin C Capsules for Whole-Body Defenses & Overall Well-Being\", \"asin\": \"B07K8QLGHN\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nutricost Vitamin C with Rose HIPS 1025mg, 240 Capsules - Vitamin C 1,000mg, Rose HIPS 25mg, Premium, Non-GMO, Gluten Free Supplement\", \"asin\": \"B074GCB1ND\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NOW Foods Supplements, Vitamin C-1,000 with 100 mg of Bioflavonoids, Antioxidant Protection, 250 Veg Capsules\", \"asin\": \"B0013OUNK4\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Garden of Life Vitamin Code Raw Vitamin C - 60 Capsules, 500mg Whole Food Vitamin C, Fruit & Veggie Blend, Probiotics, Vitamin C Capsules, C Vitamins Supplements for Adults, Vegan, Gluten Free\", \"asin\": \"B00280M120\", \"price\": \"$15.39\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NOW Foods Supplements, Vitamin C-1,000 with 100 mg of Bioflavonoids, Antioxidant protection, 100 Veg Capsules\", \"asin\": \"B001AIXCU6\", \"price\": \"$8.56\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Vitamin C 500 mg, Dietary Supplement for Immune Support, 100 Tablets, 100 Day Supply\", \"asin\": \"B018EAPQ38\", \"price\": \"$7.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Integrative Therapeutics Buffered Vitamin C Capsules 1,000 mg - Immune Support Supplement - Antioxidant Support* - Gentle Formula - Gluten Free - 60 Vegan Capsules\", \"asin\": \"B0031WZBDK\", \"price\": \"$15.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Wholesome Wellness Liposomal Vitamin C Capsules (200 Pills 1500mg Buffered) High Absorption, Immune System & Collagen Booster, High Dose Fat Soluble Immunity Support Ascorbic Acid, Natural Vegan\", \"asin\": \"B086GK9SWD\", \"price\": \"$18.39\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"American Health 500 mg with Citrus Bioflavonoids Capsules Gentle On Stomach NonAcidic Vitamin C NonGMO Gluten Free 120 Servings, Ester-C, 240 Count\", \"asin\": \"B000WKSZ7S\", \"price\": \"$25.89\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Pure Encapsulations Liposomal Vitamin C \| Support for Cellular Function, Antioxidant Defenses and Immune Health* \| 4 fl. oz.\", \"asin\": \"B07YX7M7Z6\", \"price\": \"$42.80\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Amazon Elements Vitamin C 1000mg, Supports Healthy Immune System, Vegan, 300 Tablets, 10 month supply\", \"asin\": \"B07122C9VC\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vitafusion Power C Vitamin C Gummies for Immune Support, Orange Flavored, 282 mg Vitamin C, America\\u2019s Number 1 Gummy Vitamin Brand, 50 Day Supply, 150 Count\", \"asin\": \"B003FW4UME\", \"price\": \"$9.88\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Liposomal Vitamin C 2000mg Liquid for Adults, High Absorption VIT C, Maximize Vitamin C, for Immune System & Antioxidant, 60ML (2 Bottles)\", \"asin\": \"B09YCYKFWX\", \"price\": \"$32.72\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"NOW Supplements, Liposomal Vitamin C, Immune & Collagen Support, 120 Veg Capsules\", \"asin\": \"B0BV8BM7LX\", \"price\": \"$17.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Chewable Vitamin C 500 mg, Dietary Supplement for Immune Support, 150 Tablets, 150 Day Supply\", \"asin\": \"B018EAP21O\", \"price\": \"$14.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Liposomal Vitamin C 1000mg by Core Med Science, 270 Softgels - Non-GMO Natural Liposomal Vitamin C Supplement That Promotes Healthy Skin - Immune System Booster for Adults, Supports Collagen Formation\", \"asin\": \"B07CLD93Z5\", \"price\": \"$37.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nature's Bounty Time Released Vitamin C, Immune Support, Vitamin Supplement, 500mg, 100 Capsules\", \"asin\": \"B001TSBSLM\", \"price\": \"$7.59\", \"delivery\": \" FREE delivery Today 8 PM - 10 PM on orders over $50 Or FREE pickup\"},\n{\"title\": \"Ester-C American Health with Citrus Bioflavonoids Capsules (3 Pack) - 24-Hour Immune Support, Gentle On Stomach, Non-Acidic Vitamin C - Non-GMO, Gluten-Free - 1000 mg, 90 Count\", \"asin\": \"B072KCDJJP\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Solgar Vitamin C 1000 mg, 100 Vegetable Capsules - Antioxidant & Immune Support - Overall Health - Healthy Skin & Joints - Bioflavonoids Supplement - Non-GMO, Vegan, Gluten Free, Kosher - 100 Servings\", \"asin\": \"B00020IBF4\", \"price\": \"$18.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Solgar Vitamin C 1000 mg, 250 Vegetable Capsules - Antioxidant & Immune Support - Overall Health - Healthy Skin & Joints - Bioflavonoids Supplement - Non GMO, Vegan, Gluten No, Kosher - 250 Servings\", \"asin\": \"B00014D1QU\"},\n{\"title\": \"Amazon Basics Vitamin C 250 mg Gummies, Orange, 300 Count (2 Packs of 150), 2 per Serving (Previously Solimo)\", \"asin\": \"B07BZL9748\", \"price\": \"$17.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Sufficient-C High-Dosed 4000 mg. Vitamin C Lemon Peach Immune-Ade Drink Mix 250 gram Size - Refreshing with Generously Dosed L-lysine, Bromelain & 96% Pure, Caffeine-Free Green Tea Extract\", \"asin\": \"B00CWP80NA\", \"price\": \"$46.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Tangerine Flavor - 30 Count\", \"asin\": \"B0078J6NVQ\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Extra Strength Dosage Vitamin C 500 mg per serving, Dietary Supplement for Immune Support, 60 Gummies, 30 Day Supply\", \"asin\": \"B08FNSB7YN\", \"price\": \"$11.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Vitamin C 500 mg with Rose Hips, Dietary Supplement for Immune Support, 130 Caplets, 130 Day Supply\", \"asin\": \"B0000DJAVX\", \"price\": \"$9.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Vitamin C 500 mg, Dietary Supplement for Immune Support, 60 Softgels, 60 Day Supply\", \"asin\": \"B00I689DHY\", \"price\": \"$11.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Viva Naturals Vitamin C and Zinc Supplement (250 Capsules) - 1000 mg Vitamin C with Zinc 20 mg Antioxidant Supplements for Immune Support, Vitamin Supplement for Adults\", \"asin\": \"B09GCW1GWY\", \"price\": \"$24.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"FlavCity Vitamin C Supplement, C-Ya Later- Dietary Supplement for Immune Support Derived from Bioavailable Sources of VIT C - Made with Acerola, Camu Camu & Amla Berry - 60 Capsules\", \"asin\": \"B0B6D74B8J\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Quicksilver Scientific Liposomal Vitamin C - 1000mg Buffered Liquid Vitamin C Supplement - Immune + Antioxidant Support - Liposomes for Superior Absorption - Vegan + Non-GMO (4oz / 120ml)\", \"asin\": \"B0743JPDKN\", \"price\": \"$31.60\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Vitamin C Face Serum - Skin Care for Dark Spots, Vitamin C Serum with Hyaluronic Acid, Ferulic Acid, & Vit E - Anti Aging and Skin Brightening, Pure Vit C Facial Care 30 ml\", \"asin\": \"B07P5TMHD9\", \"price\": \"$7.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NATURELO Vitamin C with Organic Acerola Cherry Extract and Citrus Bioflavonoids - Vegan Supplement - Immune Support - 500 mg VIT C per Cap - Non-GMO - 90 Capsules\", \"asin\": \"B0719C9N9F\", \"price\": \"$24.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"365 Everyday Value, Vitamin C 1000mg, 250 ct\", \"asin\": \"B074MFYHTF\", \"price\": \"$17.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nordic Naturals Vitamin C Gummies, Tart Tangerine - 120 Gummies - 250 mg Vitamin C - Immune Support, Antioxidant Protection, Child Growth & Development - Non-GMO, Vegan - 60 Servings\", \"asin\": \"B01ACACE4M\", \"price\": \"$19.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Zero Sugar Vitamin C Gummies 250 mg per Serving, Immune & Antioxidant Support, Aspartame Free, 100 Sugar Free Gummies, 50 Day Supply\", \"asin\": \"B0CTNXHXM4\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Viva Naturals Vitamin C 1000mg - Non-GMO Vitamin C Supplements with Citrus Bioflavonoids & Rose HIPS for Immune Support & Antioxidant Protection, 250 Vegetarian Capsules\", \"asin\": \"B00C6C3GCY\", \"price\": \"$23.27\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:51:19.397Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-29T22:51:19.397Z	click_product	B000WZI4WY	rule	train	1,319	2025-03-29T22:51:19.397Z	click_product	B000WZI4WY	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "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": "vitamin c"}], "cart_items": [{"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$25.49", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$12.99", "quantity": "1"}], "promotion_items": [{"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply\nVitamin C0.32 Ounce (Pack of 60)", "asin": "B07CNQ6TTN", "price": "$30.86", "quantity": ""}, {"title": "Nuun Immunity Electrolyte Tablets with Vitamin D, C, E, & A, Ginger, Elderberry, Magnesium & 4 Other Essential Electrolytes, Vegan, Blueberry Tangerine & Orange Citrus, 2 Pack (20 Servings Total)\nTablet20 Count (Pack of 1)", "asin": "B07CB5MSL4", "price": "$12.22", "quantity": ""}, {"title": "Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\nEffervescent Tablets10 Count (Pack of 3)", "asin": "B000WZI4WY", "price": "$18.74", "quantity": ""}, {"title": "Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\nVitamin C63 Count (Pack of 2)", "asin": "B08G9JLJ1Y", "price": "$27.49", "quantity": ""}, {"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 - 90 Count/3 Month Supply\nPowder90 Servings (Pack of 1)", "asin": "B0CF5Z1G6J", "price": "$33.74", "quantity": ""}, {"title": "Paula\u2019s Choice 25% Vitamin C Serum with Glutathione & Antioxidants, Improves Discoloration & Dark Spots, Uneven Tone & Firms, Anti-Aging, Fragrance-Free, 1 Fl Oz\n1 Ounce (Pack of 1)", "asin": "B0CG2KD336", "price": "$65.00", "quantity": ""}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply\nVitamin C0.32 Ounce (Pack of 60)", "asin": "B07CNQ6TTN", "price": "$30.86", "quantity": ""}, {"title": "CYMBIOTIKA Vitamin C Individual Packets, Liposomal Delivery, Supplement for Immune Support, Collagen Boost, & Healthy Aging, Skin Hydration Packets, Citrus Vanilla Flavor, 60 Servings, 2pck (2)\nVitamin C15 Fl Oz (Pack of 2)", "asin": "B0DSGH86D6", "price": "$111.60", "quantity": ""}, {"title": "Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\nVitamin C63 Count (Pack of 2)", "asin": "B08G9JLJ1Y", "price": "$27.49", "quantity": ""}, {"title": "Liquid I.V.\u00ae Hydration Multiplier +Immune Support - Wild Berry Blend \| Electrolyte Powder Drink Mix \| 1 Pack (14 Servings)\nPowder14 Servings (Pack of 1)", "asin": "B0BHJK26HR", "price": "$24.99", "quantity": ""}, {"title": "Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\nEffervescent Tablets10 Count (Pack of 3)", "asin": "B000WZI4WY", "price": "$18.74", "quantity": ""}, {"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 - 90 Count/3 Month Supply\nPowder90 Servings (Pack of 1)", "asin": "B0CF5Z1G6J", "price": "$33.74", "quantity": ""}], "ads": [{"title": "Go to detail page for \"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 - 90 Count/3 Month Supply.\" Rated 4.8 out of 5 stars by 2202 reviews. Eligible for Prime.", "asin": "B0CF5Z1G6J"}, {"title": "Go to detail page for \"Emergen-C Immune+ Triple Action Immune Support Powder, BetaVia (R), 1000mg Vitamin C, B Vitamins, Vitamin D and Antioxidants, Raspberry \u2013 30 Count.\" Rated 4.8 out of 5 stars by 15715 reviews. Eligible for Prime.", "asin": "B00ND99HY0"}, {"title": "Go to detail page for \"Emergen-C Kidz Crystals, On-the-Go Emergen-C Immune Support Supplement with Vitamin C, B Vitamins, Zinc and Manganese, Sparkly Strawberry - 56 Stick Packs.\" Rated 4.7 out of 5 stars by 1047 reviews. Eligible for Prime.", "asin": "B0BTMDYHJ3"}], "search_results": [{"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply", "asin": "B07CNQ6TTN", "price": "$30.86", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM Or FREE pickup"}, {"title": "TruSkin Vitamin C Serum For Face \u2013 Anti Aging Formula with Vitamin C, Hyaluronic Acid, Vitamin E \u2013 Brightening Serum \u2013 Improve Appearance of Dark Spots, Tone, Fine Lines & Wrinkles, 1 Fl Oz", "asin": "B01M4MCUAF", "price": "$18.68", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor", "asin": "B000WZI4WY", "price": "$18.74", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup"}, {"title": "Nature's Bounty Vitamin C, Supports Immune and Antioxidant Health, Vitamin C Supplement, 1000mg, 300 Caplets", "asin": "B08YS4ZRTL", "price": "$17.74", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "GOODAL Green Tangerine Vitamin C Serum - Advanced Version (2.02 Fl Oz (Pack of 2, Refill Included))", "asin": "B0DHRS6M2Z", "price": "$16.90", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"}, {"title": "THORNE Vitamin C - Blend of Vitamin C and Citrus Bioflavonoids from Oranges - Support Immune System, Production of Cellular Energy, Collagen Production and Healthy Tissue* - Gluten-Free - 90 Capsules", "asin": "B09FYFM7N3", "price": "$21.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature Made Extra Strength Vitamin C 1000 mg, Dietary Supplement for Immune Support, 100 Tablets, 100 Day Supply", "asin": "B0000DJASY", "price": "$9.59", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature's Bounty Vitamin C + Rose Hips, Immune Support, 1000mg, Coated Caplets, 100 Ct", "asin": "B0019GE9HE", "price": "$8.54", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Sports Research Vitamin C 1000mg - Non-GMO Project Verified Ascorbic Acid Vitamin C Supplement for Immune Support & Antioxidant Protection \| Vegan Friendly, 8 Month Supply (240 Count)", "asin": "B086PL2D5R", "price": "$18.36", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "SOLARAY Vitamin C 1000mg Timed Release Capsules with Rose HIPS & Acerola Bioflavonoids, Two-Stage for High Absorption & All Day Immune Function Support, 60 Day Guarantee, 275 Servings, 275 VegCaps", "asin": "B07JH4R881", "price": "$26.89", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Pure Encapsulations Ascorbic Acid Capsules - 1,000 mg Vitamin C - Antioxidant & Immune Support* - High-Potency Vitamin C - Vegan & Non-GMO - 90 Capsules", "asin": "B000GX7E8W", "price": "$21.40", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Amazon Basics Vitamin C 250 mg Gummies, Orange, 150 Count (2 per Serving), Immune Health (Previously Solimo)", "asin": "B07BBMND7W", "price": "$7.79", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"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 - 90 Count/3 Month Supply", "asin": "B0CF5Z1G6J", "price": "$33.74", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor", "asin": "B08G9JLJ1Y", "price": "$27.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "CYMBIOTIKA Vitamin C Individual Packets, Liposomal Delivery, Supplement for Immune Support, Collagen Boost, & Healthy Aging, Skin Hydration Packets, Citrus Vanilla Flavor, 60 Servings, 2pck (2)", "asin": "B0DSGH86D6", "price": "$111.60", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"}, {"title": "Nature Made Extra Strength Dosage Chewable Vitamin C 1000 mg per serving, Dietary Supplement for Immune Support, 90 Tablets, 45 Day Supply", "asin": "B08FNG91XM", "price": "$7.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Vitamin C", "asin": "B086Z3CDWF", "price": "$7.00", "delivery": " FREE delivery"}, {"title": "Nature Made Maximum Strength Dosage Vitamin C 1000mg per Serving, Immune Support Vitamin C Gummies for Adults, 80 Vitamin C Gummies, 20 Day Supply", "asin": "B0CBVWPPR9", "price": "$14.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "NOW Foods Supplements, Vitamin C-1,000 with Rose Hips, Sustained Release, Antioxidant Protection, 250 Tablets", "asin": "B0013P1GD6", "price": "$16.24", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"}, {"title": "Paula\u2019s Choice 25% Vitamin C Serum with Glutathione & Antioxidants, Improves Discoloration & Dark Spots, Uneven Tone & Firms, Anti-Aging, Fragrance-Free, 1 Fl Oz", "asin": "B0CG2KD336", "price": "$65.00", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Paula's Choice BOOST C15 Super Booster, 15% Vitamin C with Vitamin E & Ferulic Acid, Skin Brightening Serum, 0.67 Ounce", "asin": "B00EYVSOKY", "price": "$44.00", "delivery": " Two-Day FREE delivery Mon, Mar 31"}, {"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", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature Made Vitamin C 250 mg per serving, Dietary Supplement for Immune Support, 150 Gummies, 75 Day Supply", "asin": "B00IOBAK02", "price": "$9.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature\u2019s Bounty Vitamin C, Supports a Healthy Immune System, Vitamin Supplement, 500mg, 250 Tablets", "asin": "B000GG87V2", "price": "$8.04", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Naturium Vitamin C Complex Face Serum, Anti-Aging Facial Treatment with Hyaluronic Acid & Vitamin E, 1 oz", "asin": "B07Y469VXX", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nutrivein Premium Liposomal Vitamin C Supplement 1650mg - 180 Caps: High-Absorption Vitamin C Capsules for Whole-Body Defenses & Overall Well-Being", "asin": "B07K8QLGHN", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nutricost Vitamin C with Rose HIPS 1025mg, 240 Capsules - Vitamin C 1,000mg, Rose HIPS 25mg, Premium, Non-GMO, Gluten Free Supplement", "asin": "B074GCB1ND", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "NOW Foods Supplements, Vitamin C-1,000 with 100 mg of Bioflavonoids, Antioxidant Protection, 250 Veg Capsules", "asin": "B0013OUNK4", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Garden of Life Vitamin Code Raw Vitamin C - 60 Capsules, 500mg Whole Food Vitamin C, Fruit & Veggie Blend, Probiotics, Vitamin C Capsules, C Vitamins Supplements for Adults, Vegan, Gluten Free", "asin": "B00280M120", "price": "$15.39", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "NOW Foods Supplements, Vitamin C-1,000 with 100 mg of Bioflavonoids, Antioxidant protection, 100 Veg Capsules", "asin": "B001AIXCU6", "price": "$8.56", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature Made Vitamin C 500 mg, Dietary Supplement for Immune Support, 100 Tablets, 100 Day Supply", "asin": "B018EAPQ38", "price": "$7.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Integrative Therapeutics Buffered Vitamin C Capsules 1,000 mg - Immune Support Supplement - Antioxidant Support* - Gentle Formula - Gluten Free - 60 Vegan Capsules", "asin": "B0031WZBDK", "price": "$15.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Wholesome Wellness Liposomal Vitamin C Capsules (200 Pills 1500mg Buffered) High Absorption, Immune System & Collagen Booster, High Dose Fat Soluble Immunity Support Ascorbic Acid, Natural Vegan", "asin": "B086GK9SWD", "price": "$18.39", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "American Health 500 mg with Citrus Bioflavonoids Capsules Gentle On Stomach NonAcidic Vitamin C NonGMO Gluten Free 120 Servings, Ester-C, 240 Count", "asin": "B000WKSZ7S", "price": "$25.89", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Pure Encapsulations Liposomal Vitamin C \| Support for Cellular Function, Antioxidant Defenses and Immune Health* \| 4 fl. oz.", "asin": "B07YX7M7Z6", "price": "$42.80", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"}, {"title": "Amazon Elements Vitamin C 1000mg, Supports Healthy Immune System, Vegan, 300 Tablets, 10 month supply", "asin": "B07122C9VC", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Vitafusion Power C Vitamin C Gummies for Immune Support, Orange Flavored, 282 mg Vitamin C, America\u2019s Number 1 Gummy Vitamin Brand, 50 Day Supply, 150 Count", "asin": "B003FW4UME", "price": "$9.88", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Liposomal Vitamin C 2000mg Liquid for Adults, High Absorption VIT C, Maximize Vitamin C, for Immune System & Antioxidant, 60ML (2 Bottles)", "asin": "B09YCYKFWX", "price": "$32.72", "delivery": " Two-Day FREE delivery Mon, Mar 31"}, {"title": "NOW Supplements, Liposomal Vitamin C, Immune & Collagen Support, 120 Veg Capsules", "asin": "B0BV8BM7LX", "price": "$17.59", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature Made Chewable Vitamin C 500 mg, Dietary Supplement for Immune Support, 150 Tablets, 150 Day Supply", "asin": "B018EAP21O", "price": "$14.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Liposomal Vitamin C 1000mg by Core Med Science, 270 Softgels - Non-GMO Natural Liposomal Vitamin C Supplement That Promotes Healthy Skin - Immune System Booster for Adults, Supports Collagen Formation", "asin": "B07CLD93Z5", "price": "$37.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Nature's Bounty Time Released Vitamin C, Immune Support, Vitamin Supplement, 500mg, 100 Capsules", "asin": "B001TSBSLM", "price": "$7.59", "delivery": " FREE delivery Today 8 PM - 10 PM on orders over $50 Or FREE pickup"}, {"title": "Ester-C American Health with Citrus Bioflavonoids Capsules (3 Pack) - 24-Hour Immune Support, Gentle On Stomach, Non-Acidic Vitamin C - Non-GMO, Gluten-Free - 1000 mg, 90 Count", "asin": "B072KCDJJP", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Solgar Vitamin C 1000 mg, 100 Vegetable Capsules - Antioxidant & Immune Support - Overall Health - Healthy Skin & Joints - Bioflavonoids Supplement - Non-GMO, Vegan, Gluten Free, Kosher - 100 Servings", "asin": "B00020IBF4", "price": "$18.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Solgar Vitamin C 1000 mg, 250 Vegetable Capsules - Antioxidant & Immune Support - Overall Health - Healthy Skin & Joints - Bioflavonoids Supplement - Non GMO, Vegan, Gluten No, Kosher - 250 Servings", "asin": "B00014D1QU"}, {"title": "Amazon Basics Vitamin C 250 mg Gummies, Orange, 300 Count (2 Packs of 150), 2 per Serving (Previously Solimo)", "asin": "B07BZL9748", "price": "$17.87", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Sufficient-C High-Dosed 4000 mg. Vitamin C Lemon Peach Immune-Ade Drink Mix 250 gram Size - Refreshing with Generously Dosed L-lysine, Bromelain & 96% Pure, Caffeine-Free Green Tea Extract", "asin": "B00CWP80NA", "price": "$46.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Tangerine Flavor - 30 Count", "asin": "B0078J6NVQ", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature Made Extra Strength Dosage Vitamin C 500 mg per serving, Dietary Supplement for Immune Support, 60 Gummies, 30 Day Supply", "asin": "B08FNSB7YN", "price": "$11.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature Made Vitamin C 500 mg with Rose Hips, Dietary Supplement for Immune Support, 130 Caplets, 130 Day Supply", "asin": "B0000DJAVX", "price": "$9.79", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature Made Vitamin C 500 mg, Dietary Supplement for Immune Support, 60 Softgels, 60 Day Supply", "asin": "B00I689DHY", "price": "$11.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Viva Naturals Vitamin C and Zinc Supplement (250 Capsules) - 1000 mg Vitamin C with Zinc 20 mg Antioxidant Supplements for Immune Support, Vitamin Supplement for Adults", "asin": "B09GCW1GWY", "price": "$24.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "FlavCity Vitamin C Supplement, C-Ya Later- Dietary Supplement for Immune Support Derived from Bioavailable Sources of VIT C - Made with Acerola, Camu Camu & Amla Berry - 60 Capsules", "asin": "B0B6D74B8J", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Quicksilver Scientific Liposomal Vitamin C - 1000mg Buffered Liquid Vitamin C Supplement - Immune + Antioxidant Support - Liposomes for Superior Absorption - Vegan + Non-GMO (4oz / 120ml)", "asin": "B0743JPDKN", "price": "$31.60", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Vitamin C Face Serum - Skin Care for Dark Spots, Vitamin C Serum with Hyaluronic Acid, Ferulic Acid, & Vit E - Anti Aging and Skin Brightening, Pure Vit C Facial Care 30 ml", "asin": "B07P5TMHD9", "price": "$7.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "NATURELO Vitamin C with Organic Acerola Cherry Extract and Citrus Bioflavonoids - Vegan Supplement - Immune Support - 500 mg VIT C per Cap - Non-GMO - 90 Capsules", "asin": "B0719C9N9F", "price": "$24.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "365 Everyday Value, Vitamin C 1000mg, 250 ct", "asin": "B074MFYHTF", "price": "$17.51", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nordic Naturals Vitamin C Gummies, Tart Tangerine - 120 Gummies - 250 mg Vitamin C - Immune Support, Antioxidant Protection, Child Growth & Development - Non-GMO, Vegan - 60 Servings", "asin": "B01ACACE4M", "price": "$19.51", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature Made Zero Sugar Vitamin C Gummies 250 mg per Serving, Immune & Antioxidant Support, Aspartame Free, 100 Sugar Free Gummies, 50 Day Supply", "asin": "B0CTNXHXM4", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Viva Naturals Vitamin C 1000mg - Non-GMO Vitamin C Supplements with Citrus Bioflavonoids & Rose HIPS for Immune Support & Antioxidant Protection, 250 Vegetarian Capsules", "asin": "B00C6C3GCY", "price": "$23.27", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-29T22:51:19.397Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-29T22:51:19.397Z\",\"action\": \"click_product\",\"acion_argument\": \"B000WZI4WY\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-29T22:51:19.397Z\",\"action\": \"click_product\",\"acion_argument\": \"B000WZI4WY\",}</answer>", "index": 1319, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"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\"search_term\": [{\"term\": \"vitamin c\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$25.49\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$12.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply\\nVitamin C0.32 Ounce (Pack of 60)\", \"asin\": \"B07CNQ6TTN\", \"price\": \"$30.86\", \"quantity\": \"\"},\n{\"title\": \"Nuun Immunity Electrolyte Tablets with Vitamin D, C, E, & A, Ginger, Elderberry, Magnesium & 4 Other Essential Electrolytes, Vegan, Blueberry Tangerine & Orange Citrus, 2 Pack (20 Servings Total)\\nTablet20 Count (Pack of 1)\", \"asin\": \"B07CB5MSL4\", \"price\": \"$12.22\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\\nEffervescent Tablets10 Count (Pack of 3)\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\", \"quantity\": \"\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\\nVitamin C63 Count (Pack of 2)\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"quantity\": \"\"},\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 - 90 Count/3 Month Supply\\nPowder90 Servings (Pack of 1)\", \"asin\": \"B0CF5Z1G6J\", \"price\": \"$33.74\", \"quantity\": \"\"},\n{\"title\": \"Paula\\u2019s Choice 25% Vitamin C Serum with Glutathione & Antioxidants, Improves Discoloration & Dark Spots, Uneven Tone & Firms, Anti-Aging, Fragrance-Free, 1 Fl Oz\\n1 Ounce (Pack of 1)\", \"asin\": \"B0CG2KD336\", \"price\": \"$65.00\", \"quantity\": \"\"},\n{\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply\\nVitamin C0.32 Ounce (Pack of 60)\", \"asin\": \"B07CNQ6TTN\", \"price\": \"$30.86\", \"quantity\": \"\"},\n{\"title\": \"CYMBIOTIKA Vitamin C Individual Packets, Liposomal Delivery, Supplement for Immune Support, Collagen Boost, & Healthy Aging, Skin Hydration Packets, Citrus Vanilla Flavor, 60 Servings, 2pck (2)\\nVitamin C15 Fl Oz (Pack of 2)\", \"asin\": \"B0DSGH86D6\", \"price\": \"$111.60\", \"quantity\": \"\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\\nVitamin C63 Count (Pack of 2)\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"quantity\": \"\"},\n{\"title\": \"Liquid I.V.\\u00ae Hydration Multiplier +Immune Support - Wild Berry Blend \| Electrolyte Powder Drink Mix \| 1 Pack (14 Servings)\\nPowder14 Servings (Pack of 1)\", \"asin\": \"B0BHJK26HR\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\\nEffervescent Tablets10 Count (Pack of 3)\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\", \"quantity\": \"\"},\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 - 90 Count/3 Month Supply\\nPowder90 Servings (Pack of 1)\", \"asin\": \"B0CF5Z1G6J\", \"price\": \"$33.74\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"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 - 90 Count/3 Month Supply.\\\" Rated 4.8 out of 5 stars by 2202 reviews. Eligible for Prime.\", \"asin\": \"B0CF5Z1G6J\"},\n{\"title\": \"Go to detail page for \\\"Emergen-C Immune+ Triple Action Immune Support Powder, BetaVia (R), 1000mg Vitamin C, B Vitamins, Vitamin D and Antioxidants, Raspberry \\u2013 30 Count.\\\" Rated 4.8 out of 5 stars by 15715 reviews. Eligible for Prime.\", \"asin\": \"B00ND99HY0\"},\n{\"title\": \"Go to detail page for \\\"Emergen-C Kidz Crystals, On-the-Go Emergen-C Immune Support Supplement with Vitamin C, B Vitamins, Zinc and Manganese, Sparkly Strawberry - 56 Stick Packs.\\\" Rated 4.7 out of 5 stars by 1047 reviews. Eligible for Prime.\", \"asin\": \"B0BTMDYHJ3\"}],\n\"search_results\": [{\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply\", \"asin\": \"B07CNQ6TTN\", \"price\": \"$30.86\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM Or FREE pickup\"},\n{\"title\": \"TruSkin Vitamin C Serum For Face \\u2013 Anti Aging Formula with Vitamin C, Hyaluronic Acid, Vitamin E \\u2013 Brightening Serum \\u2013 Improve Appearance of Dark Spots, Tone, Fine Lines & Wrinkles, 1 Fl Oz\", \"asin\": \"B01M4MCUAF\", \"price\": \"$18.68\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"Nature's Bounty Vitamin C, Supports Immune and Antioxidant Health, Vitamin C Supplement, 1000mg, 300 Caplets\", \"asin\": \"B08YS4ZRTL\", \"price\": \"$17.74\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"GOODAL Green Tangerine Vitamin C Serum - Advanced Version (2.02 Fl Oz (Pack of 2, Refill Included))\", \"asin\": \"B0DHRS6M2Z\", \"price\": \"$16.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"THORNE Vitamin C - Blend of Vitamin C and Citrus Bioflavonoids from Oranges - Support Immune System, Production of Cellular Energy, Collagen Production and Healthy Tissue* - Gluten-Free - 90 Capsules\", \"asin\": \"B09FYFM7N3\", \"price\": \"$21.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Extra Strength Vitamin C 1000 mg, Dietary Supplement for Immune Support, 100 Tablets, 100 Day Supply\", \"asin\": \"B0000DJASY\", \"price\": \"$9.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature's Bounty Vitamin C + Rose Hips, Immune Support, 1000mg, Coated Caplets, 100 Ct\", \"asin\": \"B0019GE9HE\", \"price\": \"$8.54\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Sports Research Vitamin C 1000mg - Non-GMO Project Verified Ascorbic Acid Vitamin C Supplement for Immune Support & Antioxidant Protection \| Vegan Friendly, 8 Month Supply (240 Count)\", \"asin\": \"B086PL2D5R\", \"price\": \"$18.36\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"SOLARAY Vitamin C 1000mg Timed Release Capsules with Rose HIPS & Acerola Bioflavonoids, Two-Stage for High Absorption & All Day Immune Function Support, 60 Day Guarantee, 275 Servings, 275 VegCaps\", \"asin\": \"B07JH4R881\", \"price\": \"$26.89\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Pure Encapsulations Ascorbic Acid Capsules - 1,000 mg Vitamin C - Antioxidant & Immune Support* - High-Potency Vitamin C - Vegan & Non-GMO - 90 Capsules\", \"asin\": \"B000GX7E8W\", \"price\": \"$21.40\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics Vitamin C 250 mg Gummies, Orange, 150 Count (2 per Serving), Immune Health (Previously Solimo)\", \"asin\": \"B07BBMND7W\", \"price\": \"$7.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\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 - 90 Count/3 Month Supply\", \"asin\": \"B0CF5Z1G6J\", \"price\": \"$33.74\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"CYMBIOTIKA Vitamin C Individual Packets, Liposomal Delivery, Supplement for Immune Support, Collagen Boost, & Healthy Aging, Skin Hydration Packets, Citrus Vanilla Flavor, 60 Servings, 2pck (2)\", \"asin\": \"B0DSGH86D6\", \"price\": \"$111.60\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Nature Made Extra Strength Dosage Chewable Vitamin C 1000 mg per serving, Dietary Supplement for Immune Support, 90 Tablets, 45 Day Supply\", \"asin\": \"B08FNG91XM\", \"price\": \"$7.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vitamin C\", \"asin\": \"B086Z3CDWF\", \"price\": \"$7.00\", \"delivery\": \" FREE delivery\"},\n{\"title\": \"Nature Made Maximum Strength Dosage Vitamin C 1000mg per Serving, Immune Support Vitamin C Gummies for Adults, 80 Vitamin C Gummies, 20 Day Supply\", \"asin\": \"B0CBVWPPR9\", \"price\": \"$14.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NOW Foods Supplements, Vitamin C-1,000 with Rose Hips, Sustained Release, Antioxidant Protection, 250 Tablets\", \"asin\": \"B0013P1GD6\", \"price\": \"$16.24\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Paula\\u2019s Choice 25% Vitamin C Serum with Glutathione & Antioxidants, Improves Discoloration & Dark Spots, Uneven Tone & Firms, Anti-Aging, Fragrance-Free, 1 Fl Oz\", \"asin\": \"B0CG2KD336\", \"price\": \"$65.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Paula's Choice BOOST C15 Super Booster, 15% Vitamin C with Vitamin E & Ferulic Acid, Skin Brightening Serum, 0.67 Ounce\", \"asin\": \"B00EYVSOKY\", \"price\": \"$44.00\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\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\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Vitamin C 250 mg per serving, Dietary Supplement for Immune Support, 150 Gummies, 75 Day Supply\", \"asin\": \"B00IOBAK02\", \"price\": \"$9.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature\\u2019s Bounty Vitamin C, Supports a Healthy Immune System, Vitamin Supplement, 500mg, 250 Tablets\", \"asin\": \"B000GG87V2\", \"price\": \"$8.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Naturium Vitamin C Complex Face Serum, Anti-Aging Facial Treatment with Hyaluronic Acid & Vitamin E, 1 oz\", \"asin\": \"B07Y469VXX\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nutrivein Premium Liposomal Vitamin C Supplement 1650mg - 180 Caps: High-Absorption Vitamin C Capsules for Whole-Body Defenses & Overall Well-Being\", \"asin\": \"B07K8QLGHN\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nutricost Vitamin C with Rose HIPS 1025mg, 240 Capsules - Vitamin C 1,000mg, Rose HIPS 25mg, Premium, Non-GMO, Gluten Free Supplement\", \"asin\": \"B074GCB1ND\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NOW Foods Supplements, Vitamin C-1,000 with 100 mg of Bioflavonoids, Antioxidant Protection, 250 Veg Capsules\", \"asin\": \"B0013OUNK4\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Garden of Life Vitamin Code Raw Vitamin C - 60 Capsules, 500mg Whole Food Vitamin C, Fruit & Veggie Blend, Probiotics, Vitamin C Capsules, C Vitamins Supplements for Adults, Vegan, Gluten Free\", \"asin\": \"B00280M120\", \"price\": \"$15.39\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NOW Foods Supplements, Vitamin C-1,000 with 100 mg of Bioflavonoids, Antioxidant protection, 100 Veg Capsules\", \"asin\": \"B001AIXCU6\", \"price\": \"$8.56\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Vitamin C 500 mg, Dietary Supplement for Immune Support, 100 Tablets, 100 Day Supply\", \"asin\": \"B018EAPQ38\", \"price\": \"$7.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Integrative Therapeutics Buffered Vitamin C Capsules 1,000 mg - Immune Support Supplement - Antioxidant Support* - Gentle Formula - Gluten Free - 60 Vegan Capsules\", \"asin\": \"B0031WZBDK\", \"price\": \"$15.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Wholesome Wellness Liposomal Vitamin C Capsules (200 Pills 1500mg Buffered) High Absorption, Immune System & Collagen Booster, High Dose Fat Soluble Immunity Support Ascorbic Acid, Natural Vegan\", \"asin\": \"B086GK9SWD\", \"price\": \"$18.39\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"American Health 500 mg with Citrus Bioflavonoids Capsules Gentle On Stomach NonAcidic Vitamin C NonGMO Gluten Free 120 Servings, Ester-C, 240 Count\", \"asin\": \"B000WKSZ7S\", \"price\": \"$25.89\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Pure Encapsulations Liposomal Vitamin C \| Support for Cellular Function, Antioxidant Defenses and Immune Health* \| 4 fl. oz.\", \"asin\": \"B07YX7M7Z6\", \"price\": \"$42.80\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Amazon Elements Vitamin C 1000mg, Supports Healthy Immune System, Vegan, 300 Tablets, 10 month supply\", \"asin\": \"B07122C9VC\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vitafusion Power C Vitamin C Gummies for Immune Support, Orange Flavored, 282 mg Vitamin C, America\\u2019s Number 1 Gummy Vitamin Brand, 50 Day Supply, 150 Count\", \"asin\": \"B003FW4UME\", \"price\": \"$9.88\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Liposomal Vitamin C 2000mg Liquid for Adults, High Absorption VIT C, Maximize Vitamin C, for Immune System & Antioxidant, 60ML (2 Bottles)\", \"asin\": \"B09YCYKFWX\", \"price\": \"$32.72\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"NOW Supplements, Liposomal Vitamin C, Immune & Collagen Support, 120 Veg Capsules\", \"asin\": \"B0BV8BM7LX\", \"price\": \"$17.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Chewable Vitamin C 500 mg, Dietary Supplement for Immune Support, 150 Tablets, 150 Day Supply\", \"asin\": \"B018EAP21O\", \"price\": \"$14.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Liposomal Vitamin C 1000mg by Core Med Science, 270 Softgels - Non-GMO Natural Liposomal Vitamin C Supplement That Promotes Healthy Skin - Immune System Booster for Adults, Supports Collagen Formation\", \"asin\": \"B07CLD93Z5\", \"price\": \"$37.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nature's Bounty Time Released Vitamin C, Immune Support, Vitamin Supplement, 500mg, 100 Capsules\", \"asin\": \"B001TSBSLM\", \"price\": \"$7.59\", \"delivery\": \" FREE delivery Today 8 PM - 10 PM on orders over $50 Or FREE pickup\"},\n{\"title\": \"Ester-C American Health with Citrus Bioflavonoids Capsules (3 Pack) - 24-Hour Immune Support, Gentle On Stomach, Non-Acidic Vitamin C - Non-GMO, Gluten-Free - 1000 mg, 90 Count\", \"asin\": \"B072KCDJJP\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Solgar Vitamin C 1000 mg, 100 Vegetable Capsules - Antioxidant & Immune Support - Overall Health - Healthy Skin & Joints - Bioflavonoids Supplement - Non-GMO, Vegan, Gluten Free, Kosher - 100 Servings\", \"asin\": \"B00020IBF4\", \"price\": \"$18.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Solgar Vitamin C 1000 mg, 250 Vegetable Capsules - Antioxidant & Immune Support - Overall Health - Healthy Skin & Joints - Bioflavonoids Supplement - Non GMO, Vegan, Gluten No, Kosher - 250 Servings\", \"asin\": \"B00014D1QU\"},\n{\"title\": \"Amazon Basics Vitamin C 250 mg Gummies, Orange, 300 Count (2 Packs of 150), 2 per Serving (Previously Solimo)\", \"asin\": \"B07BZL9748\", \"price\": \"$17.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Sufficient-C High-Dosed 4000 mg. Vitamin C Lemon Peach Immune-Ade Drink Mix 250 gram Size - Refreshing with Generously Dosed L-lysine, Bromelain & 96% Pure, Caffeine-Free Green Tea Extract\", \"asin\": \"B00CWP80NA\", \"price\": \"$46.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Tangerine Flavor - 30 Count\", \"asin\": \"B0078J6NVQ\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Extra Strength Dosage Vitamin C 500 mg per serving, Dietary Supplement for Immune Support, 60 Gummies, 30 Day Supply\", \"asin\": \"B08FNSB7YN\", \"price\": \"$11.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Vitamin C 500 mg with Rose Hips, Dietary Supplement for Immune Support, 130 Caplets, 130 Day Supply\", \"asin\": \"B0000DJAVX\", \"price\": \"$9.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Vitamin C 500 mg, Dietary Supplement for Immune Support, 60 Softgels, 60 Day Supply\", \"asin\": \"B00I689DHY\", \"price\": \"$11.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Viva Naturals Vitamin C and Zinc Supplement (250 Capsules) - 1000 mg Vitamin C with Zinc 20 mg Antioxidant Supplements for Immune Support, Vitamin Supplement for Adults\", \"asin\": \"B09GCW1GWY\", \"price\": \"$24.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"FlavCity Vitamin C Supplement, C-Ya Later- Dietary Supplement for Immune Support Derived from Bioavailable Sources of VIT C - Made with Acerola, Camu Camu & Amla Berry - 60 Capsules\", \"asin\": \"B0B6D74B8J\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Quicksilver Scientific Liposomal Vitamin C - 1000mg Buffered Liquid Vitamin C Supplement - Immune + Antioxidant Support - Liposomes for Superior Absorption - Vegan + Non-GMO (4oz / 120ml)\", \"asin\": \"B0743JPDKN\", \"price\": \"$31.60\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Vitamin C Face Serum - Skin Care for Dark Spots, Vitamin C Serum with Hyaluronic Acid, Ferulic Acid, & Vit E - Anti Aging and Skin Brightening, Pure Vit C Facial Care 30 ml\", \"asin\": \"B07P5TMHD9\", \"price\": \"$7.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NATURELO Vitamin C with Organic Acerola Cherry Extract and Citrus Bioflavonoids - Vegan Supplement - Immune Support - 500 mg VIT C per Cap - Non-GMO - 90 Capsules\", \"asin\": \"B0719C9N9F\", \"price\": \"$24.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"365 Everyday Value, Vitamin C 1000mg, 250 ct\", \"asin\": \"B074MFYHTF\", \"price\": \"$17.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nordic Naturals Vitamin C Gummies, Tart Tangerine - 120 Gummies - 250 mg Vitamin C - Immune Support, Antioxidant Protection, Child Growth & Development - Non-GMO, Vegan - 60 Servings\", \"asin\": \"B01ACACE4M\", \"price\": \"$19.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Zero Sugar Vitamin C Gummies 250 mg per Serving, Immune & Antioxidant Support, Aspartame Free, 100 Sugar Free Gummies, 50 Day Supply\", \"asin\": \"B0CTNXHXM4\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Viva Naturals Vitamin C 1000mg - Non-GMO Vitamin C Supplements with Citrus Bioflavonoids & Rose HIPS for Immune Support & Antioxidant Protection, 250 Vegetarian Capsules\", \"asin\": \"B00C6C3GCY\", \"price\": \"$23.27\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:51:19.397Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\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\"search_term\": [{\"term\": \"vit\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:51:48.872Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-29T22:51:48.872Z	click	suggested_term	rule	train	1,320	2025-03-29T22:51:48.872Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} <\|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": "vit"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-29T22:51:48.872Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-29T22:51:48.872Z\",\"action\": \"click\",\"acion_argument\": \"suggested_term\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-29T22:51:48.872Z\",\"action\": \"click\",\"acion_argument\": \"suggested_term\",}</answer>", "index": 1320, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\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\"search_term\": [{\"term\": \"vit\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:51:48.872Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"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\"search_term\": [{\"term\": \"vitamin c\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$25.49\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$12.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\\nEffervescent Tablets10 Count (Pack of 3)\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\", \"quantity\": \"\"},\n{\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply\\nVitamin C0.32 Ounce (Pack of 60)\", \"asin\": \"B07CNQ6TTN\", \"price\": \"$30.86\", \"quantity\": \"\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\\nVitamin C63 Count (Pack of 2)\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"quantity\": \"\"},\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 - 90 Count/3 Month Supply\\nPowder90 Servings (Pack of 1)\", \"asin\": \"B0CF5Z1G6J\", \"price\": \"$33.74\", \"quantity\": \"\"},\n{\"title\": \"CYMBIOTIKA Vitamin C Individual Packets, Liposomal Delivery, Supplement for Immune Support, Collagen Boost, & Healthy Aging, Skin Hydration Packets, Citrus Vanilla Flavor, 60 Servings, 2pck (2)\\nVitamin C15 Fl Oz (Pack of 2)\", \"asin\": \"B0DSGH86D6\", \"price\": \"$111.60\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Chewable Tablets with Zinc, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 200 Tablets, Citrus Flavor\\nChewable Tablets200 Count\", \"asin\": \"B08QZMJBFR\", \"price\": \"$24.48\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\\nEffervescent Tablets10 Count (Pack of 3)\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\", \"quantity\": \"\"},\n{\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply\\nVitamin C0.32 Ounce (Pack of 60)\", \"asin\": \"B07CNQ6TTN\", \"price\": \"$30.86\", \"quantity\": \"\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\\nVitamin C63 Count (Pack of 2)\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"quantity\": \"\"},\n{\"title\": \"CYMBIOTIKA Vitamin C Individual Packets, Liposomal Delivery, Supplement for Immune Support, Collagen Boost, & Healthy Aging, Skin Hydration Packets, Citrus Vanilla Flavor, 60 Servings, 2pck (2)\\nVitamin C15 Fl Oz (Pack of 2)\", \"asin\": \"B0DSGH86D6\", \"price\": \"$111.60\", \"quantity\": \"\"},\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 - 90 Count/3 Month Supply\\nPowder90 Servings (Pack of 1)\", \"asin\": \"B0CF5Z1G6J\", \"price\": \"$33.74\", \"quantity\": \"\"},\n{\"title\": \"Liquid I.V.\\u00ae Hydration Multiplier +Immune Support - Wild Berry Blend \| Electrolyte Powder Drink Mix \| 1 Pack (14 Servings)\\nPowder14 Servings (Pack of 1)\", \"asin\": \"B0BHJK26HR\", \"price\": \"$24.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"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 - 90 Count/3 Month Supply.\\\" Rated 4.8 out of 5 stars by 2202 reviews. Eligible for Prime.\", \"asin\": \"B0CF5Z1G6J\"},\n{\"title\": \"Go to detail page for \\\"Emergen-C Immune+ Triple Action Immune Support Powder, BetaVia (R), 1000mg Vitamin C, B Vitamins, Vitamin D and Antioxidants, Raspberry \\u2013 30 Count.\\\" Rated 4.8 out of 5 stars by 15715 reviews. Eligible for Prime.\", \"asin\": \"B00ND99HY0\"},\n{\"title\": \"Go to detail page for \\\"Emergen-C Kidz Crystals, On-the-Go Emergen-C Immune Support Supplement with Vitamin C, B Vitamins, Zinc and Manganese, Sparkly Strawberry - 56 Stick Packs.\\\" Rated 4.7 out of 5 stars by 1047 reviews. Eligible for Prime.\", \"asin\": \"B0BTMDYHJ3\"}],\n\"search_results\": [{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply\", \"asin\": \"B07CNQ6TTN\", \"price\": \"$30.86\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM Or FREE pickup\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\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 - 90 Count/3 Month Supply\", \"asin\": \"B0CF5Z1G6J\", \"price\": \"$33.74\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Very Berry Flavor\", \"asin\": \"B0096YRSVA\", \"price\": \"$13.11\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"Nature Made Extra Strength Vitamin C 1000 mg, Dietary Supplement for Immune Support, 100 Tablets, 100 Day Supply\", \"asin\": \"B0000DJASY\", \"price\": \"$9.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"THORNE Vitamin C - Blend of Vitamin C and Citrus Bioflavonoids from Oranges - Support Immune System, Production of Cellular Energy, Collagen Production and Healthy Tissue* - Gluten-Free - 90 Capsules\", \"asin\": \"B09FYFM7N3\", \"price\": \"$21.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Redoxon Vitamin C + Zinc, Effervescent Tablets of Vitamin C and Zinc, Helps Support Your Immune System, Orange Flavor, 20 Effervescent Tablets, 2.82 Oz, Box\", \"asin\": \"B0033A2WJQ\", \"price\": \"$5.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature's Bounty Vitamin C + Rose Hips, Immune Support, 1000mg, Coated Caplets, 100 Ct\", \"asin\": \"B0019GE9HE\", \"price\": \"$8.54\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Sports Research Vitamin C 1000mg - Non-GMO Project Verified Ascorbic Acid Vitamin C Supplement for Immune Support & Antioxidant Protection \| Vegan Friendly, 8 Month Supply (240 Count)\", \"asin\": \"B086PL2D5R\", \"price\": \"$18.36\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"SOLARAY Vitamin C 1000mg Timed Release Capsules with Rose HIPS & Acerola Bioflavonoids, Two-Stage for High Absorption & All Day Immune Function Support, 60 Day Guarantee, 275 Servings, 275 VegCaps\", \"asin\": \"B07JH4R881\", \"price\": \"$26.89\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"CYMBIOTIKA Vitamin C Individual Packets, Liposomal Delivery, Supplement for Immune Support, Collagen Boost, & Healthy Aging, Skin Hydration Packets, Citrus Vanilla Flavor, 60 Servings, 2pck (2)\", \"asin\": \"B0DSGH86D6\", \"price\": \"$111.60\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Liquid I.V.\\u00ae Hydration Multiplier +Immune Support - Wild Berry Blend \| Electrolyte Powder Drink Mix \| 1 Pack (14 Servings)\", \"asin\": \"B0BHJK26HR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature's Bounty Vitamin C, Supports Immune and Antioxidant Health, Vitamin C Supplement, 1000mg, 300 Caplets\", \"asin\": \"B08YS4ZRTL\", \"price\": \"$17.74\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\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\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Maximum Strength Dosage Vitamin C 1000mg per Serving, Immune Support Vitamin C Gummies for Adults, 80 Vitamin C Gummies, 20 Day Supply\", \"asin\": \"B0CBVWPPR9\", \"price\": \"$14.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vitamin C\", \"asin\": \"B086Z3CDWF\", \"price\": \"$7.00\", \"delivery\": \" FREE delivery\"},\n{\"title\": \"Nature Made Extra Strength Dosage Chewable Vitamin C 1000 mg per serving, Dietary Supplement for Immune Support, 90 Tablets, 45 Day Supply\", \"asin\": \"B08FNG91XM\", \"price\": \"$7.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Tangerine Flavor - 30 Count\", \"asin\": \"B0078J6NVQ\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vitafusion Power C Vitamin C Gummies for Immune Support, Orange Flavored, 282 mg Vitamin C, America\\u2019s Number 1 Gummy Vitamin Brand, 50 Day Supply, 150 Count\", \"asin\": \"B003FW4UME\", \"price\": \"$9.88\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"Emergen-C Immune+ Triple Action Immune Support Powder, BetaVia (R), 1000mg Vitamin C, B Vitamins, Vitamin D and Antioxidants, Super Orange \\u2013 50 Count\", \"asin\": \"B07CWCCS4V\", \"price\": \"$26.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Emergen-C Zero Sugar 1000 mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Raspberry Lemonade Flavor - 36 Count\", \"asin\": \"B0CX8Q4MHK\", \"price\": \"$28.45\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Pure Encapsulations Ascorbic Acid Capsules - 1,000 mg Vitamin C - Antioxidant & Immune Support* - High-Potency Vitamin C - Vegan & Non-GMO - 90 Capsules\", \"asin\": \"B000GX7E8W\", \"price\": \"$21.40\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Vitamin C 250 mg per serving, Dietary Supplement for Immune Support, 150 Gummies, 75 Day Supply\", \"asin\": \"B00IOBAK02\", \"price\": \"$9.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NOW Foods Supplements, Vitamin C-1,000 with Rose Hips, Sustained Release, Antioxidant Protection, 250 Tablets\", \"asin\": \"B0013P1GD6\", \"price\": \"$16.24\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Nature\\u2019s Bounty Vitamin C, Supports a Healthy Immune System, Vitamin Supplement, 500mg, 250 Tablets\", \"asin\": \"B000GG87V2\", \"price\": \"$8.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vitafusion Power C Vitamin C Gummies for Immune Support, Orange Flavored, 282 mg Vitamin C, America\\u2019s Number 1 Gummy Vitamin Brand, 50 Day Supply, 150 Count\", \"asin\": \"B003FW4UME\", \"price\": \"$9.88\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nutrivein Premium Liposomal Vitamin C Supplement 1650mg - 180 Caps: High-Absorption Vitamin C Capsules for Whole-Body Defenses & Overall Well-Being\", \"asin\": \"B07K8QLGHN\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Naturium Vitamin C Complex Face Serum, Anti-Aging Facial Treatment with Hyaluronic Acid & Vitamin E, 1 oz\", \"asin\": \"B07Y469VXX\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Vitamin C 500 mg, Dietary Supplement for Immune Support, 100 Tablets, 100 Day Supply\", \"asin\": \"B018EAPQ38\", \"price\": \"$7.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NOW Foods Supplements, Vitamin C-1,000 with 100 mg of Bioflavonoids, Antioxidant Protection, 250 Veg Capsules\", \"asin\": \"B0013OUNK4\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Garden of Life Vitamin Code Raw Vitamin C - 60 Capsules, 500mg Whole Food Vitamin C, Fruit & Veggie Blend, Probiotics, Vitamin C Capsules, C Vitamins Supplements for Adults, Vegan, Gluten Free\", \"asin\": \"B00280M120\", \"price\": \"$15.39\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NOW Foods Supplements, Vitamin C-1,000 with 100 mg of Bioflavonoids, Antioxidant protection, 100 Veg Capsules\", \"asin\": \"B001AIXCU6\", \"price\": \"$8.56\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nutricost Vitamin C with Rose HIPS 1025mg, 240 Capsules - Vitamin C 1,000mg, Rose HIPS 25mg, Premium, Non-GMO, Gluten Free Supplement\", \"asin\": \"B074GCB1ND\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Liposomal Vitamin C 2000mg Liquid for Adults, High Absorption VIT C, Maximize Vitamin C, for Immune System & Antioxidant, 60ML (2 Bottles)\", \"asin\": \"B09YCYKFWX\", \"price\": \"$32.72\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Integrative Therapeutics Buffered Vitamin C Capsules 1,000 mg - Immune Support Supplement - Antioxidant Support* - Gentle Formula - Gluten Free - 60 Vegan Capsules\", \"asin\": \"B0031WZBDK\", \"price\": \"$15.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Wholesome Wellness Liposomal Vitamin C Capsules (200 Pills 1500mg Buffered) High Absorption, Immune System & Collagen Booster, High Dose Fat Soluble Immunity Support Ascorbic Acid, Natural Vegan\", \"asin\": \"B086GK9SWD\", \"price\": \"$18.39\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"American Health 500 mg with Citrus Bioflavonoids Capsules Gentle On Stomach NonAcidic Vitamin C NonGMO Gluten Free 120 Servings, Ester-C, 240 Count\", \"asin\": \"B000WKSZ7S\", \"price\": \"$25.89\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Pure Encapsulations Liposomal Vitamin C \| Support for Cellular Function, Antioxidant Defenses and Immune Health* \| 4 fl. oz.\", \"asin\": \"B07YX7M7Z6\", \"price\": \"$42.80\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Amazon Elements Vitamin C 1000mg, Supports Healthy Immune System, Vegan, 300 Tablets, 10 month supply\", \"asin\": \"B07122C9VC\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ester-C American Health with Citrus Bioflavonoids Capsules (3 Pack) - 24-Hour Immune Support, Gentle On Stomach, Non-Acidic Vitamin C - Non-GMO, Gluten-Free - 1000 mg, 90 Count\", \"asin\": \"B072KCDJJP\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Liposomal Vitamin C 1000mg by Core Med Science, 270 Softgels - Non-GMO Natural Liposomal Vitamin C Supplement That Promotes Healthy Skin - Immune System Booster for Adults, Supports Collagen Formation\", \"asin\": \"B07CLD93Z5\", \"price\": \"$37.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nature Made Extra Strength Dosage Vitamin C 500 mg per serving, Dietary Supplement for Immune Support, 60 Gummies, 30 Day Supply\", \"asin\": \"B08FNSB7YN\", \"price\": \"$11.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NOW Supplements, Liposomal Vitamin C, Immune & Collagen Support, 120 Veg Capsules\", \"asin\": \"B0BV8BM7LX\", \"price\": \"$17.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Chewable Vitamin C 500 mg, Dietary Supplement for Immune Support, 150 Tablets, 150 Day Supply\", \"asin\": \"B018EAP21O\", \"price\": \"$14.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"Amazon Basics Vitamin C 250 mg Gummies, Orange, 300 Count (2 Packs of 150), 2 per Serving (Previously Solimo)\", \"asin\": \"B07BZL9748\", \"price\": \"$17.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Solgar Vitamin C 1000 mg, 100 Vegetable Capsules - Antioxidant & Immune Support - Overall Health - Healthy Skin & Joints - Bioflavonoids Supplement - Non-GMO, Vegan, Gluten Free, Kosher - 100 Servings\", \"asin\": \"B00020IBF4\", \"price\": \"$18.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Vitamin C 500 mg, Dietary Supplement for Immune Support, 60 Softgels, 60 Day Supply\", \"asin\": \"B00I689DHY\", \"price\": \"$11.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Viva Naturals Vitamin C and Zinc Supplement (250 Capsules) - 1000 mg Vitamin C with Zinc 20 mg Antioxidant Supplements for Immune Support, Vitamin Supplement for Adults\", \"asin\": \"B09GCW1GWY\", \"price\": \"$24.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature's Bounty Time Released Vitamin C, Immune Support, Vitamin Supplement, 500mg, 100 Capsules\", \"asin\": \"B001TSBSLM\", \"price\": \"$7.59\", \"delivery\": \" FREE delivery Today 8 PM - 10 PM on orders over $50 Or FREE pickup\"},\n{\"title\": \"Solgar Vitamin C 1000 mg, 250 Vegetable Capsules - Antioxidant & Immune Support - Overall Health - Healthy Skin & Joints - Bioflavonoids Supplement - Non GMO, Vegan, Gluten No, Kosher - 250 Servings\", \"asin\": \"B00014D1QU\"},\n{\"title\": \"Sufficient-C High-Dosed 4000 mg. Vitamin C Lemon Peach Immune-Ade Drink Mix 250 gram Size - Refreshing with Generously Dosed L-lysine, Bromelain & 96% Pure, Caffeine-Free Green Tea Extract\", \"asin\": \"B00CWP80NA\", \"price\": \"$46.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nature Made Vitamin C 500 mg with Rose Hips, Dietary Supplement for Immune Support, 130 Caplets, 130 Day Supply\", \"asin\": \"B0000DJAVX\", \"price\": \"$9.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"365 Everyday Value, Vitamin C 1000mg, 250 ct\", \"asin\": \"B074MFYHTF\", \"price\": \"$17.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vitamin C Face Serum - Skin Care for Dark Spots, Vitamin C Serum with Hyaluronic Acid, Ferulic Acid, & Vit E - Anti Aging and Skin Brightening, Pure Vit C Facial Care 30 ml\", \"asin\": \"B07P5TMHD9\", \"price\": \"$7.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"FlavCity Vitamin C Supplement, C-Ya Later- Dietary Supplement for Immune Support Derived from Bioavailable Sources of VIT C - Made with Acerola, Camu Camu & Amla Berry - 60 Capsules\", \"asin\": \"B0B6D74B8J\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Quicksilver Scientific Liposomal Vitamin C - 1000mg Buffered Liquid Vitamin C Supplement - Immune + Antioxidant Support - Liposomes for Superior Absorption - Vegan + Non-GMO (4oz / 120ml)\", \"asin\": \"B0743JPDKN\", \"price\": \"$31.60\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Emergen-C Chewable Vitamin C 1000mg, With B Vitamins And Antioxidants Tablet (40 Count, Orange Blast Flavor), Dietary Supplement\", \"asin\": \"B0101Q5ZD4\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"NATURELO Vitamin C with Organic Acerola Cherry Extract and Citrus Bioflavonoids - Vegan Supplement - Immune Support - 500 mg VIT C per Cap - Non-GMO - 90 Capsules\", \"asin\": \"B0719C9N9F\", \"price\": \"$24.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Zero Sugar Vitamin C Gummies 250 mg per Serving, Immune & Antioxidant Support, Aspartame Free, 100 Sugar Free Gummies, 50 Day Supply\", \"asin\": \"B0CTNXHXM4\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:52:45.413Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-29T22:52:45.413Z	click_product	B000WZI4WY	rule	train	1,321	2025-03-29T22:52:45.413Z	click_product	B000WZI4WY	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "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": "vitamin c"}], "cart_items": [{"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$25.49", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$12.99", "quantity": "1"}], "promotion_items": [{"title": "Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\nEffervescent Tablets10 Count (Pack of 3)", "asin": "B000WZI4WY", "price": "$18.74", "quantity": ""}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply\nVitamin C0.32 Ounce (Pack of 60)", "asin": "B07CNQ6TTN", "price": "$30.86", "quantity": ""}, {"title": "Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\nVitamin C63 Count (Pack of 2)", "asin": "B08G9JLJ1Y", "price": "$27.49", "quantity": ""}, {"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 - 90 Count/3 Month Supply\nPowder90 Servings (Pack of 1)", "asin": "B0CF5Z1G6J", "price": "$33.74", "quantity": ""}, {"title": "CYMBIOTIKA Vitamin C Individual Packets, Liposomal Delivery, Supplement for Immune Support, Collagen Boost, & Healthy Aging, Skin Hydration Packets, Citrus Vanilla Flavor, 60 Servings, 2pck (2)\nVitamin C15 Fl Oz (Pack of 2)", "asin": "B0DSGH86D6", "price": "$111.60", "quantity": ""}, {"title": "Airborne 1000mg Chewable Tablets with Zinc, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 200 Tablets, Citrus Flavor\nChewable Tablets200 Count", "asin": "B08QZMJBFR", "price": "$24.48", "quantity": ""}, {"title": "Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\nEffervescent Tablets10 Count (Pack of 3)", "asin": "B000WZI4WY", "price": "$18.74", "quantity": ""}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply\nVitamin C0.32 Ounce (Pack of 60)", "asin": "B07CNQ6TTN", "price": "$30.86", "quantity": ""}, {"title": "Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\nVitamin C63 Count (Pack of 2)", "asin": "B08G9JLJ1Y", "price": "$27.49", "quantity": ""}, {"title": "CYMBIOTIKA Vitamin C Individual Packets, Liposomal Delivery, Supplement for Immune Support, Collagen Boost, & Healthy Aging, Skin Hydration Packets, Citrus Vanilla Flavor, 60 Servings, 2pck (2)\nVitamin C15 Fl Oz (Pack of 2)", "asin": "B0DSGH86D6", "price": "$111.60", "quantity": ""}, {"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 - 90 Count/3 Month Supply\nPowder90 Servings (Pack of 1)", "asin": "B0CF5Z1G6J", "price": "$33.74", "quantity": ""}, {"title": "Liquid I.V.\u00ae Hydration Multiplier +Immune Support - Wild Berry Blend \| Electrolyte Powder Drink Mix \| 1 Pack (14 Servings)\nPowder14 Servings (Pack of 1)", "asin": "B0BHJK26HR", "price": "$24.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"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 - 90 Count/3 Month Supply.\" Rated 4.8 out of 5 stars by 2202 reviews. Eligible for Prime.", "asin": "B0CF5Z1G6J"}, {"title": "Go to detail page for \"Emergen-C Immune+ Triple Action Immune Support Powder, BetaVia (R), 1000mg Vitamin C, B Vitamins, Vitamin D and Antioxidants, Raspberry \u2013 30 Count.\" Rated 4.8 out of 5 stars by 15715 reviews. Eligible for Prime.", "asin": "B00ND99HY0"}, {"title": "Go to detail page for \"Emergen-C Kidz Crystals, On-the-Go Emergen-C Immune Support Supplement with Vitamin C, B Vitamins, Zinc and Manganese, Sparkly Strawberry - 56 Stick Packs.\" Rated 4.7 out of 5 stars by 1047 reviews. Eligible for Prime.", "asin": "B0BTMDYHJ3"}], "search_results": [{"title": "Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor", "asin": "B000WZI4WY", "price": "$18.74", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup"}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply", "asin": "B07CNQ6TTN", "price": "$30.86", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM Or FREE pickup"}, {"title": "Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor", "asin": "B08G9JLJ1Y", "price": "$27.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"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 - 90 Count/3 Month Supply", "asin": "B0CF5Z1G6J", "price": "$33.74", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Very Berry Flavor", "asin": "B0096YRSVA", "price": "$13.11", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup"}, {"title": "Nature Made Extra Strength Vitamin C 1000 mg, Dietary Supplement for Immune Support, 100 Tablets, 100 Day Supply", "asin": "B0000DJASY", "price": "$9.59", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "THORNE Vitamin C - Blend of Vitamin C and Citrus Bioflavonoids from Oranges - Support Immune System, Production of Cellular Energy, Collagen Production and Healthy Tissue* - Gluten-Free - 90 Capsules", "asin": "B09FYFM7N3", "price": "$21.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Redoxon Vitamin C + Zinc, Effervescent Tablets of Vitamin C and Zinc, Helps Support Your Immune System, Orange Flavor, 20 Effervescent Tablets, 2.82 Oz, Box", "asin": "B0033A2WJQ", "price": "$5.97", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature's Bounty Vitamin C + Rose Hips, Immune Support, 1000mg, Coated Caplets, 100 Ct", "asin": "B0019GE9HE", "price": "$8.54", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Sports Research Vitamin C 1000mg - Non-GMO Project Verified Ascorbic Acid Vitamin C Supplement for Immune Support & Antioxidant Protection \| Vegan Friendly, 8 Month Supply (240 Count)", "asin": "B086PL2D5R", "price": "$18.36", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "SOLARAY Vitamin C 1000mg Timed Release Capsules with Rose HIPS & Acerola Bioflavonoids, Two-Stage for High Absorption & All Day Immune Function Support, 60 Day Guarantee, 275 Servings, 275 VegCaps", "asin": "B07JH4R881", "price": "$26.89", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "CYMBIOTIKA Vitamin C Individual Packets, Liposomal Delivery, Supplement for Immune Support, Collagen Boost, & Healthy Aging, Skin Hydration Packets, Citrus Vanilla Flavor, 60 Servings, 2pck (2)", "asin": "B0DSGH86D6", "price": "$111.60", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"}, {"title": "Liquid I.V.\u00ae Hydration Multiplier +Immune Support - Wild Berry Blend \| Electrolyte Powder Drink Mix \| 1 Pack (14 Servings)", "asin": "B0BHJK26HR", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature's Bounty Vitamin C, Supports Immune and Antioxidant Health, Vitamin C Supplement, 1000mg, 300 Caplets", "asin": "B08YS4ZRTL", "price": "$17.74", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"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", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature Made Maximum Strength Dosage Vitamin C 1000mg per Serving, Immune Support Vitamin C Gummies for Adults, 80 Vitamin C Gummies, 20 Day Supply", "asin": "B0CBVWPPR9", "price": "$14.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Vitamin C", "asin": "B086Z3CDWF", "price": "$7.00", "delivery": " FREE delivery"}, {"title": "Nature Made Extra Strength Dosage Chewable Vitamin C 1000 mg per serving, Dietary Supplement for Immune Support, 90 Tablets, 45 Day Supply", "asin": "B08FNG91XM", "price": "$7.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Tangerine Flavor - 30 Count", "asin": "B0078J6NVQ", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Vitafusion Power C Vitamin C Gummies for Immune Support, Orange Flavored, 282 mg Vitamin C, America\u2019s Number 1 Gummy Vitamin Brand, 50 Day Supply, 150 Count", "asin": "B003FW4UME", "price": "$9.88", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup"}, {"title": "Emergen-C Immune+ Triple Action Immune Support Powder, BetaVia (R), 1000mg Vitamin C, B Vitamins, Vitamin D and Antioxidants, Super Orange \u2013 50 Count", "asin": "B07CWCCS4V", "price": "$26.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Emergen-C Zero Sugar 1000 mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Raspberry Lemonade Flavor - 36 Count", "asin": "B0CX8Q4MHK", "price": "$28.45", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Pure Encapsulations Ascorbic Acid Capsules - 1,000 mg Vitamin C - Antioxidant & Immune Support* - High-Potency Vitamin C - Vegan & Non-GMO - 90 Capsules", "asin": "B000GX7E8W", "price": "$21.40", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature Made Vitamin C 250 mg per serving, Dietary Supplement for Immune Support, 150 Gummies, 75 Day Supply", "asin": "B00IOBAK02", "price": "$9.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "NOW Foods Supplements, Vitamin C-1,000 with Rose Hips, Sustained Release, Antioxidant Protection, 250 Tablets", "asin": "B0013P1GD6", "price": "$16.24", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"}, {"title": "Nature\u2019s Bounty Vitamin C, Supports a Healthy Immune System, Vitamin Supplement, 500mg, 250 Tablets", "asin": "B000GG87V2", "price": "$8.04", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Vitafusion Power C Vitamin C Gummies for Immune Support, Orange Flavored, 282 mg Vitamin C, America\u2019s Number 1 Gummy Vitamin Brand, 50 Day Supply, 150 Count", "asin": "B003FW4UME", "price": "$9.88", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nutrivein Premium Liposomal Vitamin C Supplement 1650mg - 180 Caps: High-Absorption Vitamin C Capsules for Whole-Body Defenses & Overall Well-Being", "asin": "B07K8QLGHN", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Naturium Vitamin C Complex Face Serum, Anti-Aging Facial Treatment with Hyaluronic Acid & Vitamin E, 1 oz", "asin": "B07Y469VXX", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature Made Vitamin C 500 mg, Dietary Supplement for Immune Support, 100 Tablets, 100 Day Supply", "asin": "B018EAPQ38", "price": "$7.69", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "NOW Foods Supplements, Vitamin C-1,000 with 100 mg of Bioflavonoids, Antioxidant Protection, 250 Veg Capsules", "asin": "B0013OUNK4", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Garden of Life Vitamin Code Raw Vitamin C - 60 Capsules, 500mg Whole Food Vitamin C, Fruit & Veggie Blend, Probiotics, Vitamin C Capsules, C Vitamins Supplements for Adults, Vegan, Gluten Free", "asin": "B00280M120", "price": "$15.39", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "NOW Foods Supplements, Vitamin C-1,000 with 100 mg of Bioflavonoids, Antioxidant protection, 100 Veg Capsules", "asin": "B001AIXCU6", "price": "$8.56", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nutricost Vitamin C with Rose HIPS 1025mg, 240 Capsules - Vitamin C 1,000mg, Rose HIPS 25mg, Premium, Non-GMO, Gluten Free Supplement", "asin": "B074GCB1ND", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Liposomal Vitamin C 2000mg Liquid for Adults, High Absorption VIT C, Maximize Vitamin C, for Immune System & Antioxidant, 60ML (2 Bottles)", "asin": "B09YCYKFWX", "price": "$32.72", "delivery": " Two-Day FREE delivery Mon, Mar 31"}, {"title": "Integrative Therapeutics Buffered Vitamin C Capsules 1,000 mg - Immune Support Supplement - Antioxidant Support* - Gentle Formula - Gluten Free - 60 Vegan Capsules", "asin": "B0031WZBDK", "price": "$15.00", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Wholesome Wellness Liposomal Vitamin C Capsules (200 Pills 1500mg Buffered) High Absorption, Immune System & Collagen Booster, High Dose Fat Soluble Immunity Support Ascorbic Acid, Natural Vegan", "asin": "B086GK9SWD", "price": "$18.39", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "American Health 500 mg with Citrus Bioflavonoids Capsules Gentle On Stomach NonAcidic Vitamin C NonGMO Gluten Free 120 Servings, Ester-C, 240 Count", "asin": "B000WKSZ7S", "price": "$25.89", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Pure Encapsulations Liposomal Vitamin C \| Support for Cellular Function, Antioxidant Defenses and Immune Health* \| 4 fl. oz.", "asin": "B07YX7M7Z6", "price": "$42.80", "delivery": " One-Day FREE delivery Tomorrow, Mar 30"}, {"title": "Amazon Elements Vitamin C 1000mg, Supports Healthy Immune System, Vegan, 300 Tablets, 10 month supply", "asin": "B07122C9VC", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Ester-C American Health with Citrus Bioflavonoids Capsules (3 Pack) - 24-Hour Immune Support, Gentle On Stomach, Non-Acidic Vitamin C - Non-GMO, Gluten-Free - 1000 mg, 90 Count", "asin": "B072KCDJJP", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Liposomal Vitamin C 1000mg by Core Med Science, 270 Softgels - Non-GMO Natural Liposomal Vitamin C Supplement That Promotes Healthy Skin - Immune System Booster for Adults, Supports Collagen Formation", "asin": "B07CLD93Z5", "price": "$37.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Nature Made Extra Strength Dosage Vitamin C 500 mg per serving, Dietary Supplement for Immune Support, 60 Gummies, 30 Day Supply", "asin": "B08FNSB7YN", "price": "$11.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "NOW Supplements, Liposomal Vitamin C, Immune & Collagen Support, 120 Veg Capsules", "asin": "B0BV8BM7LX", "price": "$17.59", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature Made Chewable Vitamin C 500 mg, Dietary Supplement for Immune Support, 150 Tablets, 150 Day Supply", "asin": "B018EAP21O", "price": "$14.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup"}, {"title": "Amazon Basics Vitamin C 250 mg Gummies, Orange, 300 Count (2 Packs of 150), 2 per Serving (Previously Solimo)", "asin": "B07BZL9748", "price": "$17.87", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Solgar Vitamin C 1000 mg, 100 Vegetable Capsules - Antioxidant & Immune Support - Overall Health - Healthy Skin & Joints - Bioflavonoids Supplement - Non-GMO, Vegan, Gluten Free, Kosher - 100 Servings", "asin": "B00020IBF4", "price": "$18.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature Made Vitamin C 500 mg, Dietary Supplement for Immune Support, 60 Softgels, 60 Day Supply", "asin": "B00I689DHY", "price": "$11.49", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Viva Naturals Vitamin C and Zinc Supplement (250 Capsules) - 1000 mg Vitamin C with Zinc 20 mg Antioxidant Supplements for Immune Support, Vitamin Supplement for Adults", "asin": "B09GCW1GWY", "price": "$24.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature's Bounty Time Released Vitamin C, Immune Support, Vitamin Supplement, 500mg, 100 Capsules", "asin": "B001TSBSLM", "price": "$7.59", "delivery": " FREE delivery Today 8 PM - 10 PM on orders over $50 Or FREE pickup"}, {"title": "Solgar Vitamin C 1000 mg, 250 Vegetable Capsules - Antioxidant & Immune Support - Overall Health - Healthy Skin & Joints - Bioflavonoids Supplement - Non GMO, Vegan, Gluten No, Kosher - 250 Servings", "asin": "B00014D1QU"}, {"title": "Sufficient-C High-Dosed 4000 mg. Vitamin C Lemon Peach Immune-Ade Drink Mix 250 gram Size - Refreshing with Generously Dosed L-lysine, Bromelain & 96% Pure, Caffeine-Free Green Tea Extract", "asin": "B00CWP80NA", "price": "$46.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Nature Made Vitamin C 500 mg with Rose Hips, Dietary Supplement for Immune Support, 130 Caplets, 130 Day Supply", "asin": "B0000DJAVX", "price": "$9.79", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "365 Everyday Value, Vitamin C 1000mg, 250 ct", "asin": "B074MFYHTF", "price": "$17.51", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Vitamin C Face Serum - Skin Care for Dark Spots, Vitamin C Serum with Hyaluronic Acid, Ferulic Acid, & Vit E - Anti Aging and Skin Brightening, Pure Vit C Facial Care 30 ml", "asin": "B07P5TMHD9", "price": "$7.98", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "FlavCity Vitamin C Supplement, C-Ya Later- Dietary Supplement for Immune Support Derived from Bioavailable Sources of VIT C - Made with Acerola, Camu Camu & Amla Berry - 60 Capsules", "asin": "B0B6D74B8J", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Quicksilver Scientific Liposomal Vitamin C - 1000mg Buffered Liquid Vitamin C Supplement - Immune + Antioxidant Support - Liposomes for Superior Absorption - Vegan + Non-GMO (4oz / 120ml)", "asin": "B0743JPDKN", "price": "$31.60", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Emergen-C Chewable Vitamin C 1000mg, With B Vitamins And Antioxidants Tablet (40 Count, Orange Blast Flavor), Dietary Supplement", "asin": "B0101Q5ZD4", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup"}, {"title": "NATURELO Vitamin C with Organic Acerola Cherry Extract and Citrus Bioflavonoids - Vegan Supplement - Immune Support - 500 mg VIT C per Cap - Non-GMO - 90 Capsules", "asin": "B0719C9N9F", "price": "$24.95", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Nature Made Zero Sugar Vitamin C Gummies 250 mg per Serving, Immune & Antioxidant Support, Aspartame Free, 100 Sugar Free Gummies, 50 Day Supply", "asin": "B0CTNXHXM4", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-29T22:52:45.413Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-29T22:52:45.413Z\",\"action\": \"click_product\",\"acion_argument\": \"B000WZI4WY\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-29T22:52:45.413Z\",\"action\": \"click_product\",\"acion_argument\": \"B000WZI4WY\",}</answer>", "index": 1321, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"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\"search_term\": [{\"term\": \"vitamin c\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$25.49\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$12.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\\nEffervescent Tablets10 Count (Pack of 3)\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\", \"quantity\": \"\"},\n{\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply\\nVitamin C0.32 Ounce (Pack of 60)\", \"asin\": \"B07CNQ6TTN\", \"price\": \"$30.86\", \"quantity\": \"\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\\nVitamin C63 Count (Pack of 2)\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"quantity\": \"\"},\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 - 90 Count/3 Month Supply\\nPowder90 Servings (Pack of 1)\", \"asin\": \"B0CF5Z1G6J\", \"price\": \"$33.74\", \"quantity\": \"\"},\n{\"title\": \"CYMBIOTIKA Vitamin C Individual Packets, Liposomal Delivery, Supplement for Immune Support, Collagen Boost, & Healthy Aging, Skin Hydration Packets, Citrus Vanilla Flavor, 60 Servings, 2pck (2)\\nVitamin C15 Fl Oz (Pack of 2)\", \"asin\": \"B0DSGH86D6\", \"price\": \"$111.60\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Chewable Tablets with Zinc, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 200 Tablets, Citrus Flavor\\nChewable Tablets200 Count\", \"asin\": \"B08QZMJBFR\", \"price\": \"$24.48\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\\nEffervescent Tablets10 Count (Pack of 3)\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\", \"quantity\": \"\"},\n{\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply\\nVitamin C0.32 Ounce (Pack of 60)\", \"asin\": \"B07CNQ6TTN\", \"price\": \"$30.86\", \"quantity\": \"\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\\nVitamin C63 Count (Pack of 2)\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"quantity\": \"\"},\n{\"title\": \"CYMBIOTIKA Vitamin C Individual Packets, Liposomal Delivery, Supplement for Immune Support, Collagen Boost, & Healthy Aging, Skin Hydration Packets, Citrus Vanilla Flavor, 60 Servings, 2pck (2)\\nVitamin C15 Fl Oz (Pack of 2)\", \"asin\": \"B0DSGH86D6\", \"price\": \"$111.60\", \"quantity\": \"\"},\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 - 90 Count/3 Month Supply\\nPowder90 Servings (Pack of 1)\", \"asin\": \"B0CF5Z1G6J\", \"price\": \"$33.74\", \"quantity\": \"\"},\n{\"title\": \"Liquid I.V.\\u00ae Hydration Multiplier +Immune Support - Wild Berry Blend \| Electrolyte Powder Drink Mix \| 1 Pack (14 Servings)\\nPowder14 Servings (Pack of 1)\", \"asin\": \"B0BHJK26HR\", \"price\": \"$24.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"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 - 90 Count/3 Month Supply.\\\" Rated 4.8 out of 5 stars by 2202 reviews. Eligible for Prime.\", \"asin\": \"B0CF5Z1G6J\"},\n{\"title\": \"Go to detail page for \\\"Emergen-C Immune+ Triple Action Immune Support Powder, BetaVia (R), 1000mg Vitamin C, B Vitamins, Vitamin D and Antioxidants, Raspberry \\u2013 30 Count.\\\" Rated 4.8 out of 5 stars by 15715 reviews. Eligible for Prime.\", \"asin\": \"B00ND99HY0\"},\n{\"title\": \"Go to detail page for \\\"Emergen-C Kidz Crystals, On-the-Go Emergen-C Immune Support Supplement with Vitamin C, B Vitamins, Zinc and Manganese, Sparkly Strawberry - 56 Stick Packs.\\\" Rated 4.7 out of 5 stars by 1047 reviews. Eligible for Prime.\", \"asin\": \"B0BTMDYHJ3\"}],\n\"search_results\": [{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Drink Mix, Raspberry Flavor - 60 Count/2 Month Supply\", \"asin\": \"B07CNQ6TTN\", \"price\": \"$30.86\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM Or FREE pickup\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\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 - 90 Count/3 Month Supply\", \"asin\": \"B0CF5Z1G6J\", \"price\": \"$33.74\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Very Berry Flavor\", \"asin\": \"B0096YRSVA\", \"price\": \"$13.11\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"Nature Made Extra Strength Vitamin C 1000 mg, Dietary Supplement for Immune Support, 100 Tablets, 100 Day Supply\", \"asin\": \"B0000DJASY\", \"price\": \"$9.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"THORNE Vitamin C - Blend of Vitamin C and Citrus Bioflavonoids from Oranges - Support Immune System, Production of Cellular Energy, Collagen Production and Healthy Tissue* - Gluten-Free - 90 Capsules\", \"asin\": \"B09FYFM7N3\", \"price\": \"$21.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Redoxon Vitamin C + Zinc, Effervescent Tablets of Vitamin C and Zinc, Helps Support Your Immune System, Orange Flavor, 20 Effervescent Tablets, 2.82 Oz, Box\", \"asin\": \"B0033A2WJQ\", \"price\": \"$5.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature's Bounty Vitamin C + Rose Hips, Immune Support, 1000mg, Coated Caplets, 100 Ct\", \"asin\": \"B0019GE9HE\", \"price\": \"$8.54\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Sports Research Vitamin C 1000mg - Non-GMO Project Verified Ascorbic Acid Vitamin C Supplement for Immune Support & Antioxidant Protection \| Vegan Friendly, 8 Month Supply (240 Count)\", \"asin\": \"B086PL2D5R\", \"price\": \"$18.36\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"SOLARAY Vitamin C 1000mg Timed Release Capsules with Rose HIPS & Acerola Bioflavonoids, Two-Stage for High Absorption & All Day Immune Function Support, 60 Day Guarantee, 275 Servings, 275 VegCaps\", \"asin\": \"B07JH4R881\", \"price\": \"$26.89\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"CYMBIOTIKA Vitamin C Individual Packets, Liposomal Delivery, Supplement for Immune Support, Collagen Boost, & Healthy Aging, Skin Hydration Packets, Citrus Vanilla Flavor, 60 Servings, 2pck (2)\", \"asin\": \"B0DSGH86D6\", \"price\": \"$111.60\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Liquid I.V.\\u00ae Hydration Multiplier +Immune Support - Wild Berry Blend \| Electrolyte Powder Drink Mix \| 1 Pack (14 Servings)\", \"asin\": \"B0BHJK26HR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature's Bounty Vitamin C, Supports Immune and Antioxidant Health, Vitamin C Supplement, 1000mg, 300 Caplets\", \"asin\": \"B08YS4ZRTL\", \"price\": \"$17.74\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\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\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Maximum Strength Dosage Vitamin C 1000mg per Serving, Immune Support Vitamin C Gummies for Adults, 80 Vitamin C Gummies, 20 Day Supply\", \"asin\": \"B0CBVWPPR9\", \"price\": \"$14.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vitamin C\", \"asin\": \"B086Z3CDWF\", \"price\": \"$7.00\", \"delivery\": \" FREE delivery\"},\n{\"title\": \"Nature Made Extra Strength Dosage Chewable Vitamin C 1000 mg per serving, Dietary Supplement for Immune Support, 90 Tablets, 45 Day Supply\", \"asin\": \"B08FNG91XM\", \"price\": \"$7.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Emergen-C 1000mg Vitamin C Powder, with Antioxidants, B Vitamins and Electrolytes, Vitamin C Supplements for Immune Support, Caffeine Free Fizzy Drink Mix, Tangerine Flavor - 30 Count\", \"asin\": \"B0078J6NVQ\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vitafusion Power C Vitamin C Gummies for Immune Support, Orange Flavored, 282 mg Vitamin C, America\\u2019s Number 1 Gummy Vitamin Brand, 50 Day Supply, 150 Count\", \"asin\": \"B003FW4UME\", \"price\": \"$9.88\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"Emergen-C Immune+ Triple Action Immune Support Powder, BetaVia (R), 1000mg Vitamin C, B Vitamins, Vitamin D and Antioxidants, Super Orange \\u2013 50 Count\", \"asin\": \"B07CWCCS4V\", \"price\": \"$26.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Emergen-C Zero Sugar 1000 mg Vitamin C Powder for Daily Immune Support Caffeine Free Vitamin C Supplements with Zinc and Manganese, B Vitamins and Electrolytes, Raspberry Lemonade Flavor - 36 Count\", \"asin\": \"B0CX8Q4MHK\", \"price\": \"$28.45\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Pure Encapsulations Ascorbic Acid Capsules - 1,000 mg Vitamin C - Antioxidant & Immune Support* - High-Potency Vitamin C - Vegan & Non-GMO - 90 Capsules\", \"asin\": \"B000GX7E8W\", \"price\": \"$21.40\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Vitamin C 250 mg per serving, Dietary Supplement for Immune Support, 150 Gummies, 75 Day Supply\", \"asin\": \"B00IOBAK02\", \"price\": \"$9.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NOW Foods Supplements, Vitamin C-1,000 with Rose Hips, Sustained Release, Antioxidant Protection, 250 Tablets\", \"asin\": \"B0013P1GD6\", \"price\": \"$16.24\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Nature\\u2019s Bounty Vitamin C, Supports a Healthy Immune System, Vitamin Supplement, 500mg, 250 Tablets\", \"asin\": \"B000GG87V2\", \"price\": \"$8.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vitafusion Power C Vitamin C Gummies for Immune Support, Orange Flavored, 282 mg Vitamin C, America\\u2019s Number 1 Gummy Vitamin Brand, 50 Day Supply, 150 Count\", \"asin\": \"B003FW4UME\", \"price\": \"$9.88\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nutrivein Premium Liposomal Vitamin C Supplement 1650mg - 180 Caps: High-Absorption Vitamin C Capsules for Whole-Body Defenses & Overall Well-Being\", \"asin\": \"B07K8QLGHN\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Naturium Vitamin C Complex Face Serum, Anti-Aging Facial Treatment with Hyaluronic Acid & Vitamin E, 1 oz\", \"asin\": \"B07Y469VXX\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Vitamin C 500 mg, Dietary Supplement for Immune Support, 100 Tablets, 100 Day Supply\", \"asin\": \"B018EAPQ38\", \"price\": \"$7.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NOW Foods Supplements, Vitamin C-1,000 with 100 mg of Bioflavonoids, Antioxidant Protection, 250 Veg Capsules\", \"asin\": \"B0013OUNK4\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Garden of Life Vitamin Code Raw Vitamin C - 60 Capsules, 500mg Whole Food Vitamin C, Fruit & Veggie Blend, Probiotics, Vitamin C Capsules, C Vitamins Supplements for Adults, Vegan, Gluten Free\", \"asin\": \"B00280M120\", \"price\": \"$15.39\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NOW Foods Supplements, Vitamin C-1,000 with 100 mg of Bioflavonoids, Antioxidant protection, 100 Veg Capsules\", \"asin\": \"B001AIXCU6\", \"price\": \"$8.56\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nutricost Vitamin C with Rose HIPS 1025mg, 240 Capsules - Vitamin C 1,000mg, Rose HIPS 25mg, Premium, Non-GMO, Gluten Free Supplement\", \"asin\": \"B074GCB1ND\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Liposomal Vitamin C 2000mg Liquid for Adults, High Absorption VIT C, Maximize Vitamin C, for Immune System & Antioxidant, 60ML (2 Bottles)\", \"asin\": \"B09YCYKFWX\", \"price\": \"$32.72\", \"delivery\": \" Two-Day FREE delivery Mon, Mar 31\"},\n{\"title\": \"Integrative Therapeutics Buffered Vitamin C Capsules 1,000 mg - Immune Support Supplement - Antioxidant Support* - Gentle Formula - Gluten Free - 60 Vegan Capsules\", \"asin\": \"B0031WZBDK\", \"price\": \"$15.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Wholesome Wellness Liposomal Vitamin C Capsules (200 Pills 1500mg Buffered) High Absorption, Immune System & Collagen Booster, High Dose Fat Soluble Immunity Support Ascorbic Acid, Natural Vegan\", \"asin\": \"B086GK9SWD\", \"price\": \"$18.39\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"American Health 500 mg with Citrus Bioflavonoids Capsules Gentle On Stomach NonAcidic Vitamin C NonGMO Gluten Free 120 Servings, Ester-C, 240 Count\", \"asin\": \"B000WKSZ7S\", \"price\": \"$25.89\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Pure Encapsulations Liposomal Vitamin C \| Support for Cellular Function, Antioxidant Defenses and Immune Health* \| 4 fl. oz.\", \"asin\": \"B07YX7M7Z6\", \"price\": \"$42.80\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30\"},\n{\"title\": \"Amazon Elements Vitamin C 1000mg, Supports Healthy Immune System, Vegan, 300 Tablets, 10 month supply\", \"asin\": \"B07122C9VC\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ester-C American Health with Citrus Bioflavonoids Capsules (3 Pack) - 24-Hour Immune Support, Gentle On Stomach, Non-Acidic Vitamin C - Non-GMO, Gluten-Free - 1000 mg, 90 Count\", \"asin\": \"B072KCDJJP\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Liposomal Vitamin C 1000mg by Core Med Science, 270 Softgels - Non-GMO Natural Liposomal Vitamin C Supplement That Promotes Healthy Skin - Immune System Booster for Adults, Supports Collagen Formation\", \"asin\": \"B07CLD93Z5\", \"price\": \"$37.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nature Made Extra Strength Dosage Vitamin C 500 mg per serving, Dietary Supplement for Immune Support, 60 Gummies, 30 Day Supply\", \"asin\": \"B08FNSB7YN\", \"price\": \"$11.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NOW Supplements, Liposomal Vitamin C, Immune & Collagen Support, 120 Veg Capsules\", \"asin\": \"B0BV8BM7LX\", \"price\": \"$17.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Chewable Vitamin C 500 mg, Dietary Supplement for Immune Support, 150 Tablets, 150 Day Supply\", \"asin\": \"B018EAP21O\", \"price\": \"$14.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"Amazon Basics Vitamin C 250 mg Gummies, Orange, 300 Count (2 Packs of 150), 2 per Serving (Previously Solimo)\", \"asin\": \"B07BZL9748\", \"price\": \"$17.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Solgar Vitamin C 1000 mg, 100 Vegetable Capsules - Antioxidant & Immune Support - Overall Health - Healthy Skin & Joints - Bioflavonoids Supplement - Non-GMO, Vegan, Gluten Free, Kosher - 100 Servings\", \"asin\": \"B00020IBF4\", \"price\": \"$18.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Vitamin C 500 mg, Dietary Supplement for Immune Support, 60 Softgels, 60 Day Supply\", \"asin\": \"B00I689DHY\", \"price\": \"$11.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Viva Naturals Vitamin C and Zinc Supplement (250 Capsules) - 1000 mg Vitamin C with Zinc 20 mg Antioxidant Supplements for Immune Support, Vitamin Supplement for Adults\", \"asin\": \"B09GCW1GWY\", \"price\": \"$24.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature's Bounty Time Released Vitamin C, Immune Support, Vitamin Supplement, 500mg, 100 Capsules\", \"asin\": \"B001TSBSLM\", \"price\": \"$7.59\", \"delivery\": \" FREE delivery Today 8 PM - 10 PM on orders over $50 Or FREE pickup\"},\n{\"title\": \"Solgar Vitamin C 1000 mg, 250 Vegetable Capsules - Antioxidant & Immune Support - Overall Health - Healthy Skin & Joints - Bioflavonoids Supplement - Non GMO, Vegan, Gluten No, Kosher - 250 Servings\", \"asin\": \"B00014D1QU\"},\n{\"title\": \"Sufficient-C High-Dosed 4000 mg. Vitamin C Lemon Peach Immune-Ade Drink Mix 250 gram Size - Refreshing with Generously Dosed L-lysine, Bromelain & 96% Pure, Caffeine-Free Green Tea Extract\", \"asin\": \"B00CWP80NA\", \"price\": \"$46.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nature Made Vitamin C 500 mg with Rose Hips, Dietary Supplement for Immune Support, 130 Caplets, 130 Day Supply\", \"asin\": \"B0000DJAVX\", \"price\": \"$9.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"365 Everyday Value, Vitamin C 1000mg, 250 ct\", \"asin\": \"B074MFYHTF\", \"price\": \"$17.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vitamin C Face Serum - Skin Care for Dark Spots, Vitamin C Serum with Hyaluronic Acid, Ferulic Acid, & Vit E - Anti Aging and Skin Brightening, Pure Vit C Facial Care 30 ml\", \"asin\": \"B07P5TMHD9\", \"price\": \"$7.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"FlavCity Vitamin C Supplement, C-Ya Later- Dietary Supplement for Immune Support Derived from Bioavailable Sources of VIT C - Made with Acerola, Camu Camu & Amla Berry - 60 Capsules\", \"asin\": \"B0B6D74B8J\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Quicksilver Scientific Liposomal Vitamin C - 1000mg Buffered Liquid Vitamin C Supplement - Immune + Antioxidant Support - Liposomes for Superior Absorption - Vegan + Non-GMO (4oz / 120ml)\", \"asin\": \"B0743JPDKN\", \"price\": \"$31.60\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Emergen-C Chewable Vitamin C 1000mg, With B Vitamins And Antioxidants Tablet (40 Count, Orange Blast Flavor), Dietary Supplement\", \"asin\": \"B0101Q5ZD4\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"NATURELO Vitamin C with Organic Acerola Cherry Extract and Citrus Bioflavonoids - Vegan Supplement - Immune Support - 500 mg VIT C per Cap - Non-GMO - 90 Capsules\", \"asin\": \"B0719C9N9F\", \"price\": \"$24.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Nature Made Zero Sugar Vitamin C Gummies 250 mg per Serving, Immune & Antioxidant Support, Aspartame Free, 100 Sugar Free Gummies, 50 Day Supply\", \"asin\": \"B0CTNXHXM4\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Mar 30 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:52:45.413Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\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\"search_term\": [{\"term\": \"vitamin c\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$25.49\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$12.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B000WZI4WY\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\"},\n{\"price\": \"$17.80\"},\n{\"bullet_list\": \"VITAMIN C 1000mg: Airborne immune support effervescent tablets are packed with 1000mg Vitamin C per serving, which helps support your immune system. ZINC SUPPLEMENT: These Vitamin C with Zinc effervescent tablets NOW contain 100 percent of your daily value of Zinc, which plays a central role in your immune system and is essential for the functioning and signaling of immune cells. VITAMIN D SUPPLEMENTS: These fizzy drink tablets NOW contains 15000IU of Vitamin D3, important for proper functioning of the immune system. POWERFUL ANTIOXIDANTS: Airborne immune support tablets contains the antioxidants Vitamin A to support immune health, Vit C to support immune health, Vitamin E to help fight free radicals, and Zinc to help maintain healhy immune cells. COMPLETE FORMULA: This crafted blend of 7 immune support vitamins is our most complete immune support formula yet. It comes with minerals & herbs and it is an excellent source of Zinc and Selenium. NUMBER ONE IMMUNE SUPPORT EFFERVESCENT BRAND: Airborne is the Number 1 Immune Support Gummy, Effervescent & Chewable Brand (Based on unit sales L52W through 7/24/2024). SUGAR FREE: Airborne Immune Support Effervescent Tablets are Sugar Free, Gluten Free, Lactose Free, Caffeine Free, and manufactured in the USA with ingredients sourced globally.\"},\n{\"bullet_list\": \" TASTY & TRAVEL-FRIENDLY: Add this refreshing Zesty Orange flavored drink to your travel essentials. These dissolvable Vitamin C tablets are convenient and easy for adults and for kids 12plus to take at home or on the go. HOW TO ENJOY: Drop one of these mens multivitamins & women multivitamins tablets into 4-6 ounces of water, let it dissolve and drink. These drinks are so delicious so you can enjoy with your kids 9 years of age and above. *These statements have not been evaluated by the Food and Drug Administration. This product is not intended to diagnose, treat, cure or prevent any disease. \"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1 \"}],\n\"product_options\": [{\"Flavor Name\": \"Citrus\"}],\n\"promotion_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Very Berry Flavor\", \"asin\": \"B0096YRSVA\", \"price\": \"$13.11\", \"quantity\": \"\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (3 Pack)\", \"asin\": \"B0BTNWTZNC\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)\", \"asin\": \"B0BTWW225Z\", \"price\": \"$35.29\", \"quantity\": \"\"},\n{\"title\": \"Airborne KIDS 500mg Vitamin C Gummies, Kids Immune Support Zinc Gummies With Powerful Antioxidants Vit C & E - 63 , Assorted Fruit Flavor\", \"asin\": \"B07RCNY34B\", \"price\": \"$16.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)\", \"asin\": \"B0BTWW225Z\", \"price\": \"$35.29\"},\n{\"title\": \"Airborne Elderberry + Zinc & Vitamin C Gummies For Adults, Immune Support Vitamin D & Zinc Gummies With Powerful Antioxidant Vitamins C D & E - 50 Gummies, Elderberry Flavor\", \"asin\": \"B08VK4ZF87\", \"price\": \"$11.53\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Citrus Flavor\", \"asin\": \"B0096YTCFK\", \"price\": \"$13.11\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 36 Fizzy Drink Tablets, Very Berry Flavor\", \"asin\": \"B003ZZTGR0\", \"price\": \"$22.99\"},\n{\"title\": \"Redoxon Vitamin C + Zinc, Effervescent Tablets of Vitamin C and Zinc, Helps Support Your Immune System, Orange Flavor, 20 Effervescent Tablets, 2.82 Oz, Box\", \"asin\": \"B0033A2WJQ\", \"price\": \"$5.97\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:53:21.440Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-29T22:53:21.440Z	click	other	rule	train	1,322	2025-03-29T22:53:21.440Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} <\|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": "vitamin c"}], "cart_items": [{"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$25.49", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$12.99", "quantity": "1"}], "product_details": [{"asin": "B000WZI4WY"}, {"title": "Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor"}, {"price": "$17.80"}, {"bullet_list": "VITAMIN C 1000mg: Airborne immune support effervescent tablets are packed with 1000mg Vitamin C per serving, which helps support your immune system. ZINC SUPPLEMENT: These Vitamin C with Zinc effervescent tablets NOW contain 100 percent of your daily value of Zinc, which plays a central role in your immune system and is essential for the functioning and signaling of immune cells. VITAMIN D SUPPLEMENTS: These fizzy drink tablets NOW contains 15000IU of Vitamin D3, important for proper functioning of the immune system. POWERFUL ANTIOXIDANTS: Airborne immune support tablets contains the antioxidants Vitamin A to support immune health, Vit C to support immune health, Vitamin E to help fight free radicals, and Zinc to help maintain healhy immune cells. COMPLETE FORMULA: This crafted blend of 7 immune support vitamins is our most complete immune support formula yet. It comes with minerals & herbs and it is an excellent source of Zinc and Selenium. NUMBER ONE IMMUNE SUPPORT EFFERVESCENT BRAND: Airborne is the Number 1 Immune Support Gummy, Effervescent & Chewable Brand (Based on unit sales L52W through 7/24/2024). SUGAR FREE: Airborne Immune Support Effervescent Tablets are Sugar Free, Gluten Free, Lactose Free, Caffeine Free, and manufactured in the USA with ingredients sourced globally."}, {"bullet_list": " TASTY & TRAVEL-FRIENDLY: Add this refreshing Zesty Orange flavored drink to your travel essentials. These dissolvable Vitamin C tablets are convenient and easy for adults and for kids 12plus to take at home or on the go. HOW TO ENJOY: Drop one of these mens multivitamins & women multivitamins tablets into 4-6 ounces of water, let it dissolve and drink. These drinks are so delicious so you can enjoy with your kids 9 years of age and above. *These statements have not been evaluated by the Food and Drug Administration. This product is not intended to diagnose, treat, cure or prevent any disease. "}], "product_quantity": [{"quantity": "1"}, {"quantity": "1 "}], "product_options": [{"Flavor Name": "Citrus"}], "promotion_items": [{"title": "Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Very Berry Flavor", "asin": "B0096YRSVA", "price": "$13.11", "quantity": ""}, {"title": "Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor", "asin": "B08G9JLJ1Y", "price": "$27.49", "quantity": ""}, {"title": "Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (3 Pack)", "asin": "B0BTNWTZNC", "price": "$49.99", "quantity": ""}, {"title": "Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)", "asin": "B0BTWW225Z", "price": "$35.29", "quantity": ""}, {"title": "Airborne KIDS 500mg Vitamin C Gummies, Kids Immune Support Zinc Gummies With Powerful Antioxidants Vit C & E - 63 , Assorted Fruit Flavor", "asin": "B07RCNY34B", "price": "$16.99", "quantity": ""}], "comparison_items": [{"title": "Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor", "asin": "B000WZI4WY", "price": "$18.74"}, {"title": "Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)", "asin": "B0BTWW225Z", "price": "$35.29"}, {"title": "Airborne Elderberry + Zinc & Vitamin C Gummies For Adults, Immune Support Vitamin D & Zinc Gummies With Powerful Antioxidant Vitamins C D & E - 50 Gummies, Elderberry Flavor", "asin": "B08VK4ZF87", "price": "$11.53"}, {"title": "Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Citrus Flavor", "asin": "B0096YTCFK", "price": "$13.11"}, {"title": "Airborne 1000mg Vitamin C with Zinc Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 36 Fizzy Drink Tablets, Very Berry Flavor", "asin": "B003ZZTGR0", "price": "$22.99"}, {"title": "Redoxon Vitamin C + Zinc, Effervescent Tablets of Vitamin C and Zinc, Helps Support Your Immune System, Orange Flavor, 20 Effervescent Tablets, 2.82 Oz, Box", "asin": "B0033A2WJQ", "price": "$5.97"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-29T22:53:21.440Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-29T22:53:21.440Z\",\"action\": \"click\",\"acion_argument\": \"other\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-29T22:53:21.440Z\",\"action\": \"click\",\"acion_argument\": \"other\",}</answer>", "index": 1322, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\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\"search_term\": [{\"term\": \"vitamin c\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$25.49\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$12.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B000WZI4WY\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\"},\n{\"price\": \"$17.80\"},\n{\"bullet_list\": \"VITAMIN C 1000mg: Airborne immune support effervescent tablets are packed with 1000mg Vitamin C per serving, which helps support your immune system. ZINC SUPPLEMENT: These Vitamin C with Zinc effervescent tablets NOW contain 100 percent of your daily value of Zinc, which plays a central role in your immune system and is essential for the functioning and signaling of immune cells. VITAMIN D SUPPLEMENTS: These fizzy drink tablets NOW contains 15000IU of Vitamin D3, important for proper functioning of the immune system. POWERFUL ANTIOXIDANTS: Airborne immune support tablets contains the antioxidants Vitamin A to support immune health, Vit C to support immune health, Vitamin E to help fight free radicals, and Zinc to help maintain healhy immune cells. COMPLETE FORMULA: This crafted blend of 7 immune support vitamins is our most complete immune support formula yet. It comes with minerals & herbs and it is an excellent source of Zinc and Selenium. NUMBER ONE IMMUNE SUPPORT EFFERVESCENT BRAND: Airborne is the Number 1 Immune Support Gummy, Effervescent & Chewable Brand (Based on unit sales L52W through 7/24/2024). SUGAR FREE: Airborne Immune Support Effervescent Tablets are Sugar Free, Gluten Free, Lactose Free, Caffeine Free, and manufactured in the USA with ingredients sourced globally.\"},\n{\"bullet_list\": \" TASTY & TRAVEL-FRIENDLY: Add this refreshing Zesty Orange flavored drink to your travel essentials. These dissolvable Vitamin C tablets are convenient and easy for adults and for kids 12plus to take at home or on the go. HOW TO ENJOY: Drop one of these mens multivitamins & women multivitamins tablets into 4-6 ounces of water, let it dissolve and drink. These drinks are so delicious so you can enjoy with your kids 9 years of age and above. *These statements have not been evaluated by the Food and Drug Administration. This product is not intended to diagnose, treat, cure or prevent any disease. \"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1 \"}],\n\"product_options\": [{\"Flavor Name\": \"Citrus\"}],\n\"promotion_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Very Berry Flavor\", \"asin\": \"B0096YRSVA\", \"price\": \"$13.11\", \"quantity\": \"\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (3 Pack)\", \"asin\": \"B0BTNWTZNC\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)\", \"asin\": \"B0BTWW225Z\", \"price\": \"$35.29\", \"quantity\": \"\"},\n{\"title\": \"Airborne KIDS 500mg Vitamin C Gummies, Kids Immune Support Zinc Gummies With Powerful Antioxidants Vit C & E - 63 , Assorted Fruit Flavor\", \"asin\": \"B07RCNY34B\", \"price\": \"$16.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)\", \"asin\": \"B0BTWW225Z\", \"price\": \"$35.29\"},\n{\"title\": \"Airborne Elderberry + Zinc & Vitamin C Gummies For Adults, Immune Support Vitamin D & Zinc Gummies With Powerful Antioxidant Vitamins C D & E - 50 Gummies, Elderberry Flavor\", \"asin\": \"B08VK4ZF87\", \"price\": \"$11.53\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Citrus Flavor\", \"asin\": \"B0096YTCFK\", \"price\": \"$13.11\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 36 Fizzy Drink Tablets, Very Berry Flavor\", \"asin\": \"B003ZZTGR0\", \"price\": \"$22.99\"},\n{\"title\": \"Redoxon Vitamin C + Zinc, Effervescent Tablets of Vitamin C and Zinc, Helps Support Your Immune System, Orange Flavor, 20 Effervescent Tablets, 2.82 Oz, Box\", \"asin\": \"B0033A2WJQ\", \"price\": \"$5.97\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:53:21.440Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"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\"search_term\": [{\"term\": \"vitamin c\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$25.49\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$12.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B000WZI4WY\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\"},\n{\"price\": \"$17.80\"},\n{\"bullet_list\": \"VITAMIN C 1000mg: Airborne immune support effervescent tablets are packed with 1000mg Vitamin C per serving, which helps support your immune system. ZINC SUPPLEMENT: These Vitamin C with Zinc effervescent tablets NOW contain 100 percent of your daily value of Zinc, which plays a central role in your immune system and is essential for the functioning and signaling of immune cells. VITAMIN D SUPPLEMENTS: These fizzy drink tablets NOW contains 15000IU of Vitamin D3, important for proper functioning of the immune system. POWERFUL ANTIOXIDANTS: Airborne immune support tablets contains the antioxidants Vitamin A to support immune health, Vit C to support immune health, Vitamin E to help fight free radicals, and Zinc to help maintain healhy immune cells. COMPLETE FORMULA: This crafted blend of 7 immune support vitamins is our most complete immune support formula yet. It comes with minerals & herbs and it is an excellent source of Zinc and Selenium. NUMBER ONE IMMUNE SUPPORT EFFERVESCENT BRAND: Airborne is the Number 1 Immune Support Gummy, Effervescent & Chewable Brand (Based on unit sales L52W through 7/24/2024). SUGAR FREE: Airborne Immune Support Effervescent Tablets are Sugar Free, Gluten Free, Lactose Free, Caffeine Free, and manufactured in the USA with ingredients sourced globally.\"},\n{\"bullet_list\": \" TASTY & TRAVEL-FRIENDLY: Add this refreshing Zesty Orange flavored drink to your travel essentials. These dissolvable Vitamin C tablets are convenient and easy for adults and for kids 12plus to take at home or on the go. HOW TO ENJOY: Drop one of these mens multivitamins & women multivitamins tablets into 4-6 ounces of water, let it dissolve and drink. These drinks are so delicious so you can enjoy with your kids 9 years of age and above. *These statements have not been evaluated by the Food and Drug Administration. This product is not intended to diagnose, treat, cure or prevent any disease. \"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1 \"}],\n\"product_options\": [{\"Flavor Name\": \"Citrus\"}],\n\"promotion_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Very Berry Flavor\", \"asin\": \"B0096YRSVA\", \"price\": \"$13.11\", \"quantity\": \"\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (3 Pack)\", \"asin\": \"B0BTNWTZNC\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)\", \"asin\": \"B0BTWW225Z\", \"price\": \"$35.29\", \"quantity\": \"\"},\n{\"title\": \"Airborne KIDS 500mg Vitamin C Gummies, Kids Immune Support Zinc Gummies With Powerful Antioxidants Vit C & E - 63 , Assorted Fruit Flavor\", \"asin\": \"B07RCNY34B\", \"price\": \"$16.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)\", \"asin\": \"B0BTWW225Z\", \"price\": \"$35.29\"},\n{\"title\": \"Airborne Elderberry + Zinc & Vitamin C Gummies For Adults, Immune Support Vitamin D & Zinc Gummies With Powerful Antioxidant Vitamins C D & E - 50 Gummies, Elderberry Flavor\", \"asin\": \"B08VK4ZF87\", \"price\": \"$11.53\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Citrus Flavor\", \"asin\": \"B0096YTCFK\", \"price\": \"$13.11\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 36 Fizzy Drink Tablets, Very Berry Flavor\", \"asin\": \"B003ZZTGR0\", \"price\": \"$22.99\"},\n{\"title\": \"Redoxon Vitamin C + Zinc, Effervescent Tablets of Vitamin C and Zinc, Helps Support Your Immune System, Orange Flavor, 20 Effervescent Tablets, 2.82 Oz, Box\", \"asin\": \"B0033A2WJQ\", \"price\": \"$5.97\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:53:21.466Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-29T22:53:21.466Z	click	other	rule	train	1,323	2025-03-29T22:53:21.466Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "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": "vitamin c"}], "cart_items": [{"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$25.49", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$12.99", "quantity": "1"}], "product_details": [{"asin": "B000WZI4WY"}, {"title": "Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor"}, {"price": "$17.80"}, {"bullet_list": "VITAMIN C 1000mg: Airborne immune support effervescent tablets are packed with 1000mg Vitamin C per serving, which helps support your immune system. ZINC SUPPLEMENT: These Vitamin C with Zinc effervescent tablets NOW contain 100 percent of your daily value of Zinc, which plays a central role in your immune system and is essential for the functioning and signaling of immune cells. VITAMIN D SUPPLEMENTS: These fizzy drink tablets NOW contains 15000IU of Vitamin D3, important for proper functioning of the immune system. POWERFUL ANTIOXIDANTS: Airborne immune support tablets contains the antioxidants Vitamin A to support immune health, Vit C to support immune health, Vitamin E to help fight free radicals, and Zinc to help maintain healhy immune cells. COMPLETE FORMULA: This crafted blend of 7 immune support vitamins is our most complete immune support formula yet. It comes with minerals & herbs and it is an excellent source of Zinc and Selenium. NUMBER ONE IMMUNE SUPPORT EFFERVESCENT BRAND: Airborne is the Number 1 Immune Support Gummy, Effervescent & Chewable Brand (Based on unit sales L52W through 7/24/2024). SUGAR FREE: Airborne Immune Support Effervescent Tablets are Sugar Free, Gluten Free, Lactose Free, Caffeine Free, and manufactured in the USA with ingredients sourced globally."}, {"bullet_list": " TASTY & TRAVEL-FRIENDLY: Add this refreshing Zesty Orange flavored drink to your travel essentials. These dissolvable Vitamin C tablets are convenient and easy for adults and for kids 12plus to take at home or on the go. HOW TO ENJOY: Drop one of these mens multivitamins & women multivitamins tablets into 4-6 ounces of water, let it dissolve and drink. These drinks are so delicious so you can enjoy with your kids 9 years of age and above. *These statements have not been evaluated by the Food and Drug Administration. This product is not intended to diagnose, treat, cure or prevent any disease. "}], "product_quantity": [{"quantity": "1"}, {"quantity": "1 "}], "product_options": [{"Flavor Name": "Citrus"}], "promotion_items": [{"title": "Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Very Berry Flavor", "asin": "B0096YRSVA", "price": "$13.11", "quantity": ""}, {"title": "Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor", "asin": "B08G9JLJ1Y", "price": "$27.49", "quantity": ""}, {"title": "Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (3 Pack)", "asin": "B0BTNWTZNC", "price": "$49.99", "quantity": ""}, {"title": "Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)", "asin": "B0BTWW225Z", "price": "$35.29", "quantity": ""}, {"title": "Airborne KIDS 500mg Vitamin C Gummies, Kids Immune Support Zinc Gummies With Powerful Antioxidants Vit C & E - 63 , Assorted Fruit Flavor", "asin": "B07RCNY34B", "price": "$16.99", "quantity": ""}], "comparison_items": [{"title": "Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor", "asin": "B000WZI4WY", "price": "$18.74"}, {"title": "Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)", "asin": "B0BTWW225Z", "price": "$35.29"}, {"title": "Airborne Elderberry + Zinc & Vitamin C Gummies For Adults, Immune Support Vitamin D & Zinc Gummies With Powerful Antioxidant Vitamins C D & E - 50 Gummies, Elderberry Flavor", "asin": "B08VK4ZF87", "price": "$11.53"}, {"title": "Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Citrus Flavor", "asin": "B0096YTCFK", "price": "$13.11"}, {"title": "Airborne 1000mg Vitamin C with Zinc Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 36 Fizzy Drink Tablets, Very Berry Flavor", "asin": "B003ZZTGR0", "price": "$22.99"}, {"title": "Redoxon Vitamin C + Zinc, Effervescent Tablets of Vitamin C and Zinc, Helps Support Your Immune System, Orange Flavor, 20 Effervescent Tablets, 2.82 Oz, Box", "asin": "B0033A2WJQ", "price": "$5.97"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-29T22:53:21.466Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-29T22:53:21.466Z\",\"action\": \"click\",\"acion_argument\": \"other\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-29T22:53:21.466Z\",\"action\": \"click\",\"acion_argument\": \"other\",}</answer>", "index": 1323, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"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\"search_term\": [{\"term\": \"vitamin c\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$25.49\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$12.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B000WZI4WY\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\"},\n{\"price\": \"$17.80\"},\n{\"bullet_list\": \"VITAMIN C 1000mg: Airborne immune support effervescent tablets are packed with 1000mg Vitamin C per serving, which helps support your immune system. ZINC SUPPLEMENT: These Vitamin C with Zinc effervescent tablets NOW contain 100 percent of your daily value of Zinc, which plays a central role in your immune system and is essential for the functioning and signaling of immune cells. VITAMIN D SUPPLEMENTS: These fizzy drink tablets NOW contains 15000IU of Vitamin D3, important for proper functioning of the immune system. POWERFUL ANTIOXIDANTS: Airborne immune support tablets contains the antioxidants Vitamin A to support immune health, Vit C to support immune health, Vitamin E to help fight free radicals, and Zinc to help maintain healhy immune cells. COMPLETE FORMULA: This crafted blend of 7 immune support vitamins is our most complete immune support formula yet. It comes with minerals & herbs and it is an excellent source of Zinc and Selenium. NUMBER ONE IMMUNE SUPPORT EFFERVESCENT BRAND: Airborne is the Number 1 Immune Support Gummy, Effervescent & Chewable Brand (Based on unit sales L52W through 7/24/2024). SUGAR FREE: Airborne Immune Support Effervescent Tablets are Sugar Free, Gluten Free, Lactose Free, Caffeine Free, and manufactured in the USA with ingredients sourced globally.\"},\n{\"bullet_list\": \" TASTY & TRAVEL-FRIENDLY: Add this refreshing Zesty Orange flavored drink to your travel essentials. These dissolvable Vitamin C tablets are convenient and easy for adults and for kids 12plus to take at home or on the go. HOW TO ENJOY: Drop one of these mens multivitamins & women multivitamins tablets into 4-6 ounces of water, let it dissolve and drink. These drinks are so delicious so you can enjoy with your kids 9 years of age and above. *These statements have not been evaluated by the Food and Drug Administration. This product is not intended to diagnose, treat, cure or prevent any disease. \"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1 \"}],\n\"product_options\": [{\"Flavor Name\": \"Citrus\"}],\n\"promotion_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Very Berry Flavor\", \"asin\": \"B0096YRSVA\", \"price\": \"$13.11\", \"quantity\": \"\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (3 Pack)\", \"asin\": \"B0BTNWTZNC\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)\", \"asin\": \"B0BTWW225Z\", \"price\": \"$35.29\", \"quantity\": \"\"},\n{\"title\": \"Airborne KIDS 500mg Vitamin C Gummies, Kids Immune Support Zinc Gummies With Powerful Antioxidants Vit C & E - 63 , Assorted Fruit Flavor\", \"asin\": \"B07RCNY34B\", \"price\": \"$16.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)\", \"asin\": \"B0BTWW225Z\", \"price\": \"$35.29\"},\n{\"title\": \"Airborne Elderberry + Zinc & Vitamin C Gummies For Adults, Immune Support Vitamin D & Zinc Gummies With Powerful Antioxidant Vitamins C D & E - 50 Gummies, Elderberry Flavor\", \"asin\": \"B08VK4ZF87\", \"price\": \"$11.53\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Citrus Flavor\", \"asin\": \"B0096YTCFK\", \"price\": \"$13.11\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 36 Fizzy Drink Tablets, Very Berry Flavor\", \"asin\": \"B003ZZTGR0\", \"price\": \"$22.99\"},\n{\"title\": \"Redoxon Vitamin C + Zinc, Effervescent Tablets of Vitamin C and Zinc, Helps Support Your Immune System, Orange Flavor, 20 Effervescent Tablets, 2.82 Oz, Box\", \"asin\": \"B0033A2WJQ\", \"price\": \"$5.97\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:53:21.466Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"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\"search_term\": [{\"term\": \"vitamin+c\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$25.49\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$12.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B000WZI4WY\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\"},\n{\"price\": \"$17.80\"},\n{\"bullet_list\": \"VITAMIN C 1000mg: Airborne immune support effervescent tablets are packed with 1000mg Vitamin C per serving, which helps support your immune system. ZINC SUPPLEMENT: These Vitamin C with Zinc effervescent tablets NOW contain 100 percent of your daily value of Zinc, which plays a central role in your immune system and is essential for the functioning and signaling of immune cells. VITAMIN D SUPPLEMENTS: These fizzy drink tablets NOW contains 15000IU of Vitamin D3, important for proper functioning of the immune system. POWERFUL ANTIOXIDANTS: Airborne immune support tablets contains the antioxidants Vitamin A to support immune health, Vit C to support immune health, Vitamin E to help fight free radicals, and Zinc to help maintain healhy immune cells. COMPLETE FORMULA: This crafted blend of 7 immune support vitamins is our most complete immune support formula yet. It comes with minerals & herbs and it is an excellent source of Zinc and Selenium. NUMBER ONE IMMUNE SUPPORT EFFERVESCENT BRAND: Airborne is the Number 1 Immune Support Gummy, Effervescent & Chewable Brand (Based on unit sales L52W through 7/24/2024). SUGAR FREE: Airborne Immune Support Effervescent Tablets are Sugar Free, Gluten Free, Lactose Free, Caffeine Free, and manufactured in the USA with ingredients sourced globally.\"},\n{\"bullet_list\": \" TASTY & TRAVEL-FRIENDLY: Add this refreshing Zesty Orange flavored drink to your travel essentials. These dissolvable Vitamin C tablets are convenient and easy for adults and for kids 12plus to take at home or on the go. HOW TO ENJOY: Drop one of these mens multivitamins & women multivitamins tablets into 4-6 ounces of water, let it dissolve and drink. These drinks are so delicious so you can enjoy with your kids 9 years of age and above. *These statements have not been evaluated by the Food and Drug Administration. This product is not intended to diagnose, treat, cure or prevent any disease. \"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1 \"}],\n\"product_options\": [{\"Flavor Name\": \"Citrus\"}],\n\"promotion_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Very Berry Flavor\", \"asin\": \"B0096YRSVA\", \"price\": \"$13.11\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (3 Pack)\", \"asin\": \"B0BTNWTZNC\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)\", \"asin\": \"B0BTWW225Z\", \"price\": \"$35.29\", \"quantity\": \"\"},\n{\"title\": \"Airborne KIDS 500mg Vitamin C Gummies, Kids Immune Support Zinc Gummies With Powerful Antioxidants Vit C & E - 63 , Assorted Fruit Flavor\", \"asin\": \"B07RCNY34B\", \"price\": \"$16.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)\", \"asin\": \"B0BTWW225Z\", \"price\": \"$35.29\"},\n{\"title\": \"Airborne Elderberry + Zinc & Vitamin C Gummies For Adults, Immune Support Vitamin D & Zinc Gummies With Powerful Antioxidant Vitamins C D & E - 50 Gummies, Elderberry Flavor\", \"asin\": \"B08VK4ZF87\", \"price\": \"$11.53\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Citrus Flavor\", \"asin\": \"B0096YTCFK\", \"price\": \"$13.11\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 36 Fizzy Drink Tablets, Very Berry Flavor\", \"asin\": \"B003ZZTGR0\", \"price\": \"$22.99\"},\n{\"title\": \"Redoxon Vitamin C + Zinc, Effervescent Tablets of Vitamin C and Zinc, Helps Support Your Immune System, Orange Flavor, 20 Effervescent Tablets, 2.82 Oz, Box\", \"asin\": \"B0033A2WJQ\", \"price\": \"$5.97\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:53:46.259Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-29T22:53:46.259Z	click	other	rule	train	1,324	2025-03-29T22:53:46.259Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "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": "vitamin+c"}], "cart_items": [{"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$25.49", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$12.99", "quantity": "1"}], "product_details": [{"asin": "B000WZI4WY"}, {"title": "Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor"}, {"price": "$17.80"}, {"bullet_list": "VITAMIN C 1000mg: Airborne immune support effervescent tablets are packed with 1000mg Vitamin C per serving, which helps support your immune system. ZINC SUPPLEMENT: These Vitamin C with Zinc effervescent tablets NOW contain 100 percent of your daily value of Zinc, which plays a central role in your immune system and is essential for the functioning and signaling of immune cells. VITAMIN D SUPPLEMENTS: These fizzy drink tablets NOW contains 15000IU of Vitamin D3, important for proper functioning of the immune system. POWERFUL ANTIOXIDANTS: Airborne immune support tablets contains the antioxidants Vitamin A to support immune health, Vit C to support immune health, Vitamin E to help fight free radicals, and Zinc to help maintain healhy immune cells. COMPLETE FORMULA: This crafted blend of 7 immune support vitamins is our most complete immune support formula yet. It comes with minerals & herbs and it is an excellent source of Zinc and Selenium. NUMBER ONE IMMUNE SUPPORT EFFERVESCENT BRAND: Airborne is the Number 1 Immune Support Gummy, Effervescent & Chewable Brand (Based on unit sales L52W through 7/24/2024). SUGAR FREE: Airborne Immune Support Effervescent Tablets are Sugar Free, Gluten Free, Lactose Free, Caffeine Free, and manufactured in the USA with ingredients sourced globally."}, {"bullet_list": " TASTY & TRAVEL-FRIENDLY: Add this refreshing Zesty Orange flavored drink to your travel essentials. These dissolvable Vitamin C tablets are convenient and easy for adults and for kids 12plus to take at home or on the go. HOW TO ENJOY: Drop one of these mens multivitamins & women multivitamins tablets into 4-6 ounces of water, let it dissolve and drink. These drinks are so delicious so you can enjoy with your kids 9 years of age and above. *These statements have not been evaluated by the Food and Drug Administration. This product is not intended to diagnose, treat, cure or prevent any disease. "}], "product_quantity": [{"quantity": "1"}, {"quantity": "1 "}], "product_options": [{"Flavor Name": "Citrus"}], "promotion_items": [{"title": "Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Very Berry Flavor", "asin": "B0096YRSVA", "price": "$13.11", "quantity": ""}, {"title": "Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (3 Pack)", "asin": "B0BTNWTZNC", "price": "$49.99", "quantity": ""}, {"title": "Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor", "asin": "B08G9JLJ1Y", "price": "$27.49", "quantity": ""}, {"title": "Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)", "asin": "B0BTWW225Z", "price": "$35.29", "quantity": ""}, {"title": "Airborne KIDS 500mg Vitamin C Gummies, Kids Immune Support Zinc Gummies With Powerful Antioxidants Vit C & E - 63 , Assorted Fruit Flavor", "asin": "B07RCNY34B", "price": "$16.99", "quantity": ""}], "comparison_items": [{"title": "Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor", "asin": "B000WZI4WY", "price": "$18.74"}, {"title": "Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)", "asin": "B0BTWW225Z", "price": "$35.29"}, {"title": "Airborne Elderberry + Zinc & Vitamin C Gummies For Adults, Immune Support Vitamin D & Zinc Gummies With Powerful Antioxidant Vitamins C D & E - 50 Gummies, Elderberry Flavor", "asin": "B08VK4ZF87", "price": "$11.53"}, {"title": "Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Citrus Flavor", "asin": "B0096YTCFK", "price": "$13.11"}, {"title": "Airborne 1000mg Vitamin C with Zinc Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 36 Fizzy Drink Tablets, Very Berry Flavor", "asin": "B003ZZTGR0", "price": "$22.99"}, {"title": "Redoxon Vitamin C + Zinc, Effervescent Tablets of Vitamin C and Zinc, Helps Support Your Immune System, Orange Flavor, 20 Effervescent Tablets, 2.82 Oz, Box", "asin": "B0033A2WJQ", "price": "$5.97"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-29T22:53:46.259Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-29T22:53:46.259Z\",\"action\": \"click\",\"acion_argument\": \"other\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-29T22:53:46.259Z\",\"action\": \"click\",\"acion_argument\": \"other\",}</answer>", "index": 1324, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"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\"search_term\": [{\"term\": \"vitamin+c\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$25.49\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$12.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B000WZI4WY\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\"},\n{\"price\": \"$17.80\"},\n{\"bullet_list\": \"VITAMIN C 1000mg: Airborne immune support effervescent tablets are packed with 1000mg Vitamin C per serving, which helps support your immune system. ZINC SUPPLEMENT: These Vitamin C with Zinc effervescent tablets NOW contain 100 percent of your daily value of Zinc, which plays a central role in your immune system and is essential for the functioning and signaling of immune cells. VITAMIN D SUPPLEMENTS: These fizzy drink tablets NOW contains 15000IU of Vitamin D3, important for proper functioning of the immune system. POWERFUL ANTIOXIDANTS: Airborne immune support tablets contains the antioxidants Vitamin A to support immune health, Vit C to support immune health, Vitamin E to help fight free radicals, and Zinc to help maintain healhy immune cells. COMPLETE FORMULA: This crafted blend of 7 immune support vitamins is our most complete immune support formula yet. It comes with minerals & herbs and it is an excellent source of Zinc and Selenium. NUMBER ONE IMMUNE SUPPORT EFFERVESCENT BRAND: Airborne is the Number 1 Immune Support Gummy, Effervescent & Chewable Brand (Based on unit sales L52W through 7/24/2024). SUGAR FREE: Airborne Immune Support Effervescent Tablets are Sugar Free, Gluten Free, Lactose Free, Caffeine Free, and manufactured in the USA with ingredients sourced globally.\"},\n{\"bullet_list\": \" TASTY & TRAVEL-FRIENDLY: Add this refreshing Zesty Orange flavored drink to your travel essentials. These dissolvable Vitamin C tablets are convenient and easy for adults and for kids 12plus to take at home or on the go. HOW TO ENJOY: Drop one of these mens multivitamins & women multivitamins tablets into 4-6 ounces of water, let it dissolve and drink. These drinks are so delicious so you can enjoy with your kids 9 years of age and above. *These statements have not been evaluated by the Food and Drug Administration. This product is not intended to diagnose, treat, cure or prevent any disease. \"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1 \"}],\n\"product_options\": [{\"Flavor Name\": \"Citrus\"}],\n\"promotion_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Very Berry Flavor\", \"asin\": \"B0096YRSVA\", \"price\": \"$13.11\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (3 Pack)\", \"asin\": \"B0BTNWTZNC\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)\", \"asin\": \"B0BTWW225Z\", \"price\": \"$35.29\", \"quantity\": \"\"},\n{\"title\": \"Airborne KIDS 500mg Vitamin C Gummies, Kids Immune Support Zinc Gummies With Powerful Antioxidants Vit C & E - 63 , Assorted Fruit Flavor\", \"asin\": \"B07RCNY34B\", \"price\": \"$16.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)\", \"asin\": \"B0BTWW225Z\", \"price\": \"$35.29\"},\n{\"title\": \"Airborne Elderberry + Zinc & Vitamin C Gummies For Adults, Immune Support Vitamin D & Zinc Gummies With Powerful Antioxidant Vitamins C D & E - 50 Gummies, Elderberry Flavor\", \"asin\": \"B08VK4ZF87\", \"price\": \"$11.53\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Citrus Flavor\", \"asin\": \"B0096YTCFK\", \"price\": \"$13.11\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 36 Fizzy Drink Tablets, Very Berry Flavor\", \"asin\": \"B003ZZTGR0\", \"price\": \"$22.99\"},\n{\"title\": \"Redoxon Vitamin C + Zinc, Effervescent Tablets of Vitamin C and Zinc, Helps Support Your Immune System, Orange Flavor, 20 Effervescent Tablets, 2.82 Oz, Box\", \"asin\": \"B0033A2WJQ\", \"price\": \"$5.97\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:53:46.259Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"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\"search_term\": [{\"term\": \"vitamin+c\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$25.49\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$12.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B000WZI4WY\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\"},\n{\"price\": \"$17.80\"},\n{\"price\": \"$18.74\"},\n{\"bullet_list\": \"VITAMIN C 1000mg: Airborne immune support effervescent tablets are packed with 1000mg Vitamin C per serving, which helps support your immune system. ZINC SUPPLEMENT: These Vitamin C with Zinc effervescent tablets NOW contain 100 percent of your daily value of Zinc, which plays a central role in your immune system and is essential for the functioning and signaling of immune cells. VITAMIN D SUPPLEMENTS: These fizzy drink tablets NOW contains 15000IU of Vitamin D3, important for proper functioning of the immune system. POWERFUL ANTIOXIDANTS: Airborne immune support tablets contains the antioxidants Vitamin A to support immune health, Vit C to support immune health, Vitamin E to help fight free radicals, and Zinc to help maintain healhy immune cells. COMPLETE FORMULA: This crafted blend of 7 immune support vitamins is our most complete immune support formula yet. It comes with minerals & herbs and it is an excellent source of Zinc and Selenium. NUMBER ONE IMMUNE SUPPORT EFFERVESCENT BRAND: Airborne is the Number 1 Immune Support Gummy, Effervescent & Chewable Brand (Based on unit sales L52W through 7/24/2024). SUGAR FREE: Airborne Immune Support Effervescent Tablets are Sugar Free, Gluten Free, Lactose Free, Caffeine Free, and manufactured in the USA with ingredients sourced globally.\"},\n{\"bullet_list\": \" TASTY & TRAVEL-FRIENDLY: Add this refreshing Zesty Orange flavored drink to your travel essentials. These dissolvable Vitamin C tablets are convenient and easy for adults and for kids 12plus to take at home or on the go. HOW TO ENJOY: Drop one of these mens multivitamins & women multivitamins tablets into 4-6 ounces of water, let it dissolve and drink. These drinks are so delicious so you can enjoy with your kids 9 years of age and above. *These statements have not been evaluated by the Food and Drug Administration. This product is not intended to diagnose, treat, cure or prevent any disease. \"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1\"}],\n\"product_options\": [{\"Flavor Name\": \"Citrus\"}],\n\"promotion_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Very Berry Flavor\", \"asin\": \"B0096YRSVA\", \"price\": \"$13.11\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (3 Pack)\", \"asin\": \"B0BTNWTZNC\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)\", \"asin\": \"B0BTWW225Z\", \"price\": \"$35.29\", \"quantity\": \"\"},\n{\"title\": \"Airborne KIDS 500mg Vitamin C Gummies, Kids Immune Support Zinc Gummies With Powerful Antioxidants Vit C & E - 63 , Assorted Fruit Flavor\", \"asin\": \"B07RCNY34B\", \"price\": \"$16.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)\", \"asin\": \"B0BTWW225Z\", \"price\": \"$35.29\"},\n{\"title\": \"Airborne Elderberry + Zinc & Vitamin C Gummies For Adults, Immune Support Vitamin D & Zinc Gummies With Powerful Antioxidant Vitamins C D & E - 50 Gummies, Elderberry Flavor\", \"asin\": \"B08VK4ZF87\", \"price\": \"$11.53\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Citrus Flavor\", \"asin\": \"B0096YTCFK\", \"price\": \"$13.11\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 36 Fizzy Drink Tablets, Very Berry Flavor\", \"asin\": \"B003ZZTGR0\", \"price\": \"$22.99\"},\n{\"title\": \"Redoxon Vitamin C + Zinc, Effervescent Tablets of Vitamin C and Zinc, Helps Support Your Immune System, Orange Flavor, 20 Effervescent Tablets, 2.82 Oz, Box\", \"asin\": \"B0033A2WJQ\", \"price\": \"$5.97\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:53:56.303Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-03-29T22:53:56.303Z	purchase	B000WZI4WY	rule	train	1,325	2025-03-29T22:53:56.303Z	purchase	B000WZI4WY	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "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": "vitamin+c"}], "cart_items": [{"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$25.49", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$12.99", "quantity": "1"}], "product_details": [{"asin": "B000WZI4WY"}, {"title": "Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor"}, {"price": "$17.80"}, {"price": "$18.74"}, {"bullet_list": "VITAMIN C 1000mg: Airborne immune support effervescent tablets are packed with 1000mg Vitamin C per serving, which helps support your immune system. ZINC SUPPLEMENT: These Vitamin C with Zinc effervescent tablets NOW contain 100 percent of your daily value of Zinc, which plays a central role in your immune system and is essential for the functioning and signaling of immune cells. VITAMIN D SUPPLEMENTS: These fizzy drink tablets NOW contains 15000IU of Vitamin D3, important for proper functioning of the immune system. POWERFUL ANTIOXIDANTS: Airborne immune support tablets contains the antioxidants Vitamin A to support immune health, Vit C to support immune health, Vitamin E to help fight free radicals, and Zinc to help maintain healhy immune cells. COMPLETE FORMULA: This crafted blend of 7 immune support vitamins is our most complete immune support formula yet. It comes with minerals & herbs and it is an excellent source of Zinc and Selenium. NUMBER ONE IMMUNE SUPPORT EFFERVESCENT BRAND: Airborne is the Number 1 Immune Support Gummy, Effervescent & Chewable Brand (Based on unit sales L52W through 7/24/2024). SUGAR FREE: Airborne Immune Support Effervescent Tablets are Sugar Free, Gluten Free, Lactose Free, Caffeine Free, and manufactured in the USA with ingredients sourced globally."}, {"bullet_list": " TASTY & TRAVEL-FRIENDLY: Add this refreshing Zesty Orange flavored drink to your travel essentials. These dissolvable Vitamin C tablets are convenient and easy for adults and for kids 12plus to take at home or on the go. HOW TO ENJOY: Drop one of these mens multivitamins & women multivitamins tablets into 4-6 ounces of water, let it dissolve and drink. These drinks are so delicious so you can enjoy with your kids 9 years of age and above. *These statements have not been evaluated by the Food and Drug Administration. This product is not intended to diagnose, treat, cure or prevent any disease. "}], "product_quantity": [{"quantity": "1"}, {"quantity": "1"}], "product_options": [{"Flavor Name": "Citrus"}], "promotion_items": [{"title": "Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Very Berry Flavor", "asin": "B0096YRSVA", "price": "$13.11", "quantity": ""}, {"title": "Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (3 Pack)", "asin": "B0BTNWTZNC", "price": "$49.99", "quantity": ""}, {"title": "Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor", "asin": "B08G9JLJ1Y", "price": "$27.49", "quantity": ""}, {"title": "Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)", "asin": "B0BTWW225Z", "price": "$35.29", "quantity": ""}, {"title": "Airborne KIDS 500mg Vitamin C Gummies, Kids Immune Support Zinc Gummies With Powerful Antioxidants Vit C & E - 63 , Assorted Fruit Flavor", "asin": "B07RCNY34B", "price": "$16.99", "quantity": ""}], "comparison_items": [{"title": "Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor", "asin": "B000WZI4WY", "price": "$18.74"}, {"title": "Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)", "asin": "B0BTWW225Z", "price": "$35.29"}, {"title": "Airborne Elderberry + Zinc & Vitamin C Gummies For Adults, Immune Support Vitamin D & Zinc Gummies With Powerful Antioxidant Vitamins C D & E - 50 Gummies, Elderberry Flavor", "asin": "B08VK4ZF87", "price": "$11.53"}, {"title": "Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Citrus Flavor", "asin": "B0096YTCFK", "price": "$13.11"}, {"title": "Airborne 1000mg Vitamin C with Zinc Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 36 Fizzy Drink Tablets, Very Berry Flavor", "asin": "B003ZZTGR0", "price": "$22.99"}, {"title": "Redoxon Vitamin C + Zinc, Effervescent Tablets of Vitamin C and Zinc, Helps Support Your Immune System, Orange Flavor, 20 Effervescent Tablets, 2.82 Oz, Box", "asin": "B0033A2WJQ", "price": "$5.97"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-03-29T22:53:56.303Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-03-29T22:53:56.303Z\",\"action\": \"purchase\",\"acion_argument\": \"B000WZI4WY\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-03-29T22:53:56.303Z\",\"action\": \"purchase\",\"acion_argument\": \"B000WZI4WY\",}</answer>", "index": 1325, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"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\"search_term\": [{\"term\": \"vitamin+c\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$25.49\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$12.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B000WZI4WY\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\"},\n{\"price\": \"$17.80\"},\n{\"price\": \"$18.74\"},\n{\"bullet_list\": \"VITAMIN C 1000mg: Airborne immune support effervescent tablets are packed with 1000mg Vitamin C per serving, which helps support your immune system. ZINC SUPPLEMENT: These Vitamin C with Zinc effervescent tablets NOW contain 100 percent of your daily value of Zinc, which plays a central role in your immune system and is essential for the functioning and signaling of immune cells. VITAMIN D SUPPLEMENTS: These fizzy drink tablets NOW contains 15000IU of Vitamin D3, important for proper functioning of the immune system. POWERFUL ANTIOXIDANTS: Airborne immune support tablets contains the antioxidants Vitamin A to support immune health, Vit C to support immune health, Vitamin E to help fight free radicals, and Zinc to help maintain healhy immune cells. COMPLETE FORMULA: This crafted blend of 7 immune support vitamins is our most complete immune support formula yet. It comes with minerals & herbs and it is an excellent source of Zinc and Selenium. NUMBER ONE IMMUNE SUPPORT EFFERVESCENT BRAND: Airborne is the Number 1 Immune Support Gummy, Effervescent & Chewable Brand (Based on unit sales L52W through 7/24/2024). SUGAR FREE: Airborne Immune Support Effervescent Tablets are Sugar Free, Gluten Free, Lactose Free, Caffeine Free, and manufactured in the USA with ingredients sourced globally.\"},\n{\"bullet_list\": \" TASTY & TRAVEL-FRIENDLY: Add this refreshing Zesty Orange flavored drink to your travel essentials. These dissolvable Vitamin C tablets are convenient and easy for adults and for kids 12plus to take at home or on the go. HOW TO ENJOY: Drop one of these mens multivitamins & women multivitamins tablets into 4-6 ounces of water, let it dissolve and drink. These drinks are so delicious so you can enjoy with your kids 9 years of age and above. *These statements have not been evaluated by the Food and Drug Administration. This product is not intended to diagnose, treat, cure or prevent any disease. \"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1\"}],\n\"product_options\": [{\"Flavor Name\": \"Citrus\"}],\n\"promotion_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Very Berry Flavor\", \"asin\": \"B0096YRSVA\", \"price\": \"$13.11\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (3 Pack)\", \"asin\": \"B0BTNWTZNC\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Airborne 750mg Vitamin C Gummies For Adults, Immune Support Gummies With Powerful Antioxidants Vit C & E, Caffeine Free - 2x63ct Bottle (42 Servings), Assorted Fruit Flavor\", \"asin\": \"B08G9JLJ1Y\", \"price\": \"$27.49\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)\", \"asin\": \"B0BTWW225Z\", \"price\": \"$35.29\", \"quantity\": \"\"},\n{\"title\": \"Airborne KIDS 500mg Vitamin C Gummies, Kids Immune Support Zinc Gummies With Powerful Antioxidants Vit C & E - 63 , Assorted Fruit Flavor\", \"asin\": \"B07RCNY34B\", \"price\": \"$16.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\"},\n{\"title\": \"Airborne 1000mg Vitamin C + Zinc Sugar Free Multivitamin Immune Support Effervescent Fizzy Drink Tablets, Zesty Orange Flavor with Powerful Antioxidants Vitamins A C & E, 30 Tablets (2 Pack)\", \"asin\": \"B0BTWW225Z\", \"price\": \"$35.29\"},\n{\"title\": \"Airborne Elderberry + Zinc & Vitamin C Gummies For Adults, Immune Support Vitamin D & Zinc Gummies With Powerful Antioxidant Vitamins C D & E - 50 Gummies, Elderberry Flavor\", \"asin\": \"B08VK4ZF87\", \"price\": \"$11.53\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Vitamin D & Zinc, Multivitamin Immune Support Supplement, Antioxidants Vitamins A C & Vitamin E, 116 Chewable Tablets, Citrus Flavor\", \"asin\": \"B0096YTCFK\", \"price\": \"$13.11\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 36 Fizzy Drink Tablets, Very Berry Flavor\", \"asin\": \"B003ZZTGR0\", \"price\": \"$22.99\"},\n{\"title\": \"Redoxon Vitamin C + Zinc, Effervescent Tablets of Vitamin C and Zinc, Helps Support Your Immune System, Orange Flavor, 20 Effervescent Tablets, 2.82 Oz, Box\", \"asin\": \"B0033A2WJQ\", \"price\": \"$5.97\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-03-29T22:53:56.303Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:09:44.797Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-01T19:09:44.797Z	click	nav_bar	rule	train	1,326	2025-04-01T19:09:44.797Z	click	nav_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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} <\|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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-01T19:09:44.797Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-01T19:09:44.797Z\",\"action\": \"click\",\"acion_argument\": \"nav_bar\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-01T19:09:44.797Z\",\"action\": \"click\",\"acion_argument\": \"nav_bar\",}</answer>", "index": 1326, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:09:44.797Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:09:54.307Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-01T19:09:54.307Z	click	nav_bar	rule	train	1,327	2025-04-01T19:09:54.307Z	click	nav_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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-01T19:09:54.307Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-01T19:09:54.307Z\",\"action\": \"click\",\"acion_argument\": \"nav_bar\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-01T19:09:54.307Z\",\"action\": \"click\",\"acion_argument\": \"nav_bar\",}</answer>", "index": 1327, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:09:54.307Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:09:57.578Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-01T19:09:57.578Z	click	nav_bar	rule	train	1,328	2025-04-01T19:09:57.578Z	click	nav_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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-01T19:09:57.578Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-01T19:09:57.578Z\",\"action\": \"click\",\"acion_argument\": \"nav_bar\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-01T19:09:57.578Z\",\"action\": \"click\",\"acion_argument\": \"nav_bar\",}</answer>", "index": 1328, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:09:57.578Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:09:59.572Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-01T19:09:59.572Z	click	nav_bar	rule	train	1,329	2025-04-01T19:09:59.572Z	click	nav_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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-01T19:09:59.572Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-01T19:09:59.572Z\",\"action\": \"click\",\"acion_argument\": \"nav_bar\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-01T19:09:59.572Z\",\"action\": \"click\",\"acion_argument\": \"nav_bar\",}</answer>", "index": 1329, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:09:59.572Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:10:01.268Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-01T19:10:01.268Z	click	nav_bar	rule	train	1,330	2025-04-01T19:10:01.268Z	click	nav_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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-01T19:10:01.268Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-01T19:10:01.268Z\",\"action\": \"click\",\"acion_argument\": \"nav_bar\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-01T19:10:01.268Z\",\"action\": \"click\",\"acion_argument\": \"nav_bar\",}</answer>", "index": 1330, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:10:01.268Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:10:02.264Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-01T19:10:02.264Z	click	nav_bar	rule	train	1,331	2025-04-01T19:10:02.264Z	click	nav_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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-01T19:10:02.264Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-01T19:10:02.264Z\",\"action\": \"click\",\"acion_argument\": \"nav_bar\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-01T19:10:02.264Z\",\"action\": \"click\",\"acion_argument\": \"nav_bar\",}</answer>", "index": 1331, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:10:02.264Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:10:04.710Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-01T19:10:04.710Z	input	nike shoes	rule	train	1,332	2025-04-01T19:10:04.710Z	input	nike shoes	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-01T19:10:04.710Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-01T19:10:04.710Z\",\"action\": \"input\",\"acion_argument\": \"nike shoes\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-01T19:10:04.710Z\",\"action\": \"input\",\"acion_argument\": \"nike shoes\",}</answer>", "index": 1332, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:10:04.710Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\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\"search_term\": [{\"term\": \"nike shoes\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:10:04.920Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-01T19:10:04.920Z	click	search	rule	train	1,333	2025-04-01T19:10:04.920Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} <\|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": "nike shoes"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-01T19:10:04.920Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-01T19:10:04.920Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-01T19:10:04.920Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1333, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\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\"search_term\": [{\"term\": \"nike shoes\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:10:04.920Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"nike shoes\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Veja\\nWomen's Volley Sneakers\", \"asin\": \"B0CBLQT31F\", \"price\": \"$135.00\", \"quantity\": \"\"},\n{\"title\": \"Veja\\nMen Campo Sneakers White - California\", \"asin\": \"B0BGVPVZKV\", \"price\": \"$135.00\", \"quantity\": \"\"},\n{\"title\": \"Feethit\\nMens Slip On Walking Shoes Lightweight Breathable Non Slip Running Shoes Comfortable Fashion Sneakers for Men\", \"asin\": \"B089CQGNF8\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Allbirds\\nMen\\u2019s Tree Runners Everyday Sneakers, Machine Washable Shoe Made with Natural Materials\", \"asin\": \"B0CJ3ZRPR9\", \"price\": \"$98.00\", \"quantity\": \"\"},\n{\"title\": \"Reebok\\nMen's Club C 85\", \"asin\": \"B01GRV45H4\", \"price\": \"$50.03\", \"quantity\": \"\"},\n{\"title\": \"adidas\\nMen's Daily 3.0 Sneaker\", \"asin\": \"B07ZSCKXJD\", \"price\": \"$41.50\", \"quantity\": \"\"},\n{\"title\": \"Minshluu\\nWomens Wedge SIides Sandals Platform Open Toe Slip On Elastic Band Wedges Shoes\", \"asin\": \"B09NKVCNZK\", \"price\": \"$45.98\", \"quantity\": \"\"},\n{\"title\": \"Veja\\nWomen Esplar Sneakers Extra White\", \"asin\": \"B09HR7HDZ1\", \"price\": \"$150.00\", \"quantity\": \"\"},\n{\"title\": \"BenSorts\\nPillow Sandals for Women Men Thick Sole Adjustable Buckles EVA\", \"asin\": \"B0B5RLJ6X5\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Veja\\nWomen's Volley Sneakers\", \"asin\": \"B0CBLQT31F\", \"price\": \"$135.00\", \"quantity\": \"\"},\n{\"title\": \"Veja\\nWomen Campo Sneakers Black - White\", \"asin\": \"B08JZ1SMWD\", \"price\": \"$160.00\", \"quantity\": \"\"},\n{\"title\": \"Feethit\\nWomen Tennis Running Shoes Walking Shoes Lightweight Casual Sneakers for Travel Gym Work Woman Waitress Nurse\", \"asin\": \"B0BKFYB458\", \"price\": \"$34.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"All Shoes\", \"asin\": \"B0BM5QPPB5\"},\n{\"title\": \"Lifestyle Shoes\", \"asin\": \"B0D22SHJH6\"},\n{\"title\": \"Our Top Shoes\", \"asin\": \"B09DXV3M4W\"}],\n\"search_results\": [{\"title\": \"Men's Sneakers Gymnastics Shoes\", \"asin\": \"B0BMXZKSR4\", \"price\": \"$184.00\", \"delivery\": \"FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men Extra Wide Width Sneakers Comfort Walking Shoes Relieve Foot Pain Wide Toe Box with Arch Support\", \"asin\": \"B0C9JC2VWD\", \"price\": \"$62.99\", \"delivery\": \"FREE delivery Fri, Apr 4 Only 4 left in stock - order soon.\"},\n{\"title\": \"Men's Hypercourt Express 2 Tennis Shoe\", \"asin\": \"B0859NBVS9\", \"price\": \"$114.95\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Women Suede Clogs Mules Sandals Slippers Potato Shoes-Cushioned Coak Footbed Crease-Resist Leather Upper\", \"asin\": \"B0DPKWP3DC\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's Air Force 1'07 Shoes Basketball\", \"asin\": \"B08QBJFKF3\", \"price\": \"$98.41\", \"delivery\": \"FREE delivery Apr 7 - 9 Or fastest delivery Fri, Apr 4\"},\n{\"title\": \"Dunk Low Mens Sneakers\", \"asin\": \"B08QBF4FG1\", \"price\": \"$95.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Women's Sneaker, Medium\", \"asin\": \"B088YQG81M\", \"price\": \"$84.95\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Women's Low-Top Sneakers\", \"asin\": \"B0B6FQ9TTZ\", \"price\": \"$77.75\", \"delivery\": \"FREE delivery Tue, Apr 15 Or fastest delivery Tue, Apr 8\"},\n{\"title\": \"Men's Flex Control TR3 Sneaker\", \"asin\": \"B07RJTNWMV\", \"price\": \"$64.95\", \"delivery\": \"FREE delivery Apr 7 - 9 Or fastest delivery Thu, Apr 3\"},\n{\"title\": \"Men's Air Max AP Road Running Shoes Cu4826\", \"asin\": \"B08TR7Y16H\", \"price\": \"$72.76\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Downshifter Sneaker\", \"asin\": \"B0B2PTDV2G\", \"price\": \"$65.00\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Womens Wedge SIides Sandals Platform Open Toe Slip On Elastic Band Wedges Shoes\", \"asin\": \"B09NKVCNZK\", \"price\": \"$45.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Slouch Socks Women Thigh High Boot Socks Soft Scrunch Socks Size 5-11\", \"asin\": \"B0CCJBDGK3\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Men's Sneaker\", \"asin\": \"B0B6C2GJK5\", \"price\": \"$97.41\", \"delivery\": \"FREE delivery Fri, Apr 4\"},\n{\"title\": \"Men's Sneaker,Running Shoes\", \"asin\": \"B01CB0NXGO\", \"price\": \"$93.42\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Women's Gymnastics Shoes Sneaker\", \"asin\": \"B09NRY5JF9\", \"price\": \"$73.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Low-Top Sneaker\", \"asin\": \"B078X1CGMZ\", \"price\": \"$140.53\", \"delivery\": \"FREE delivery May 16 - 20\"},\n{\"title\": \"Women Campo Sneakers Black - White\", \"asin\": \"B08JZ1SMWD\", \"price\": \"$160.00\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3 Only 1 left in stock - order soon.\"},\n{\"title\": \"Mens Slip On Walking Shoes Lightweight Breathable Non Slip Running Shoes Comfortable Fashion Sneakers for Men\", \"asin\": \"B089CRC1FD\", \"price\": \"$35.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Unisex-Adult Lima Hands-Free Sneaker\", \"asin\": \"B0C59MXGCL\", \"price\": \"$109.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Retro Fuzzy Face Slippers for Women & Men, Soft Fluffy Warm Non-Slip Comfortable Indoor/Outdoor Slides with Memory Foam\", \"asin\": \"B0BH3ZWYV3\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Mens Free Rn 2018 Running Shoe\", \"asin\": \"B08QB8N6ZZ\", \"price\": \"$114.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Daily 3.0 Sneaker\", \"asin\": \"B07ZSC35PB\", \"price\": \"$40.88\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's Lite Racer Adapt 7.0 Sneaker\", \"asin\": \"B0CKM9S8TT\", \"price\": \"$45.08\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's Low-top Running Shoe, 0\", \"asin\": \"B0BQZ1SJQL\", \"price\": \"$99.99\", \"delivery\": \"FREE delivery Fri, Apr 4\"},\n{\"title\": \"Men\\u2019s Tree Runners Everyday Sneakers, Machine Washable Shoe Made with Natural Materials\", \"asin\": \"B0CJ3XVHVY\", \"price\": \"$98.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Womens Ladies Walking Running Shoes Slip On Lightweight Casual Tennis Sneakers Clothes Shoes\", \"asin\": \"B08TBW6W3J\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's 608 V5 Casual Comfort Cross Trainer\", \"asin\": \"B07B3SDL7M\", \"price\": \"$64.98\", \"delivery\": \"FREE delivery Thu, Apr 3\"},\n{\"title\": \"Men's Court Vision Lo Sneaker\", \"asin\": \"B07NMZ5XY9\", \"price\": \"$79.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Style#: 942836-002\", \"asin\": \"B071K7818X\", \"price\": \"$89.06\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Men's Shoes Sneaker\", \"asin\": \"B00PX0PI1I\", \"price\": \"$84.99\", \"delivery\": \"FREE delivery Tue, Apr 8 Or fastest delivery Thu, Apr 3\"},\n{\"title\": \"Women's Sneaker\", \"asin\": \"B0C4SW1NYJ\", \"price\": \"$57.31\", \"delivery\": \"FREE delivery Apr 13 - 18 for Prime members\"},\n{\"title\": \"Free Metcon 6 Women's Workout Shoes (HQ3510-100, White/Metallic Silver/Light Smoke Grey/Black)\", \"asin\": \"B0DNNQHXNP\", \"price\": \"$114.89\", \"delivery\": \"FREE delivery Apr 6 - 9 for Prime members\"},\n{\"title\": \"Women's VL Court 3.0 Sneaker\", \"asin\": \"B0C2JZ4K9V\", \"price\": \"$74.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Charged Assert 10 Running Shoe\", \"asin\": \"B09XBVTKMS\", \"price\": \"$56.25\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's Kaptir 3.0 Sneaker\", \"asin\": \"B0BG93GBMP\", \"price\": \"$63.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's Running Shoe\", \"asin\": \"B09NMH4V8W\", \"price\": \"$51.49\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Men's Court Legacy\", \"asin\": \"B0C162WMYW\", \"price\": \"$72.80\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Women's Gymnastics Shoes Sneaker\", \"asin\": \"B079QNX78F\", \"price\": \"$139.82\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Low-Top Sneakers\", \"asin\": \"B01CB0RZ2M\", \"price\": \"$85.00\", \"delivery\": \"FREE delivery Apr 8 - 11 for Prime members\"},\n{\"title\": \"Men's Sneakers, 8.5 AU\", \"asin\": \"B01MR308EK\", \"price\": \"$138.06\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Women's Trainer Sneaker\", \"asin\": \"B0CXCDRMBV\", \"price\": \"$83.06\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Women's Revolution 5 Wide Running Shoe\", \"asin\": \"B07NLX916C\", \"price\": \"$65.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Air Max Excee Shoes Sneaker\", \"asin\": \"B0CRXQZZFC\", \"price\": \"$95.00\", \"delivery\": \"FREE delivery Thu, Apr 10 Or fastest delivery Apr 4 - 7\"},\n{\"title\": \"Men's Sneaker\", \"asin\": \"B07QRY5T4N\", \"price\": \"$65.00\", \"delivery\": \"FREE delivery Apr 7 - 9\"},\n{\"title\": \"Men's Formation Gymnastics Shoe\", \"asin\": \"B004U068GQ\", \"price\": \"$75.05\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Women's Stroke Running Shoe\", \"asin\": \"B08XBNX2G7\", \"price\": \"$76.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Basketball Shoe\", \"asin\": \"B0064BCF84\", \"price\": \"$101.41\", \"delivery\": \"FREE delivery Apr 7 - 9 Or fastest delivery Apr 4 - 8\"},\n{\"title\": \"Boy's Training Shoe\", \"asin\": \"B0C4PFC7Y3\", \"price\": \"$67.00\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Men's Charged Assert 9 Running Shoe\", \"asin\": \"B087TH4JM6\", \"price\": \"$59.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's Sneaker, 0\", \"asin\": \"B0C8TF2NLQ\", \"price\": \"$57.98\", \"delivery\": \"FREE delivery Apr 9 - 10\"},\n{\"title\": \"Mens Free Rn 2018 Running Shoe\", \"asin\": \"B0B6FNPT6F\", \"price\": \"$55.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Women's Water Shoes Slides\", \"asin\": \"B09DXS73PP\", \"price\": \"$59.50\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's Training Track Shoe\", \"asin\": \"B0832WKGX6\", \"price\": \"$53.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Hoops 3.0 Mid Sneaker\", \"asin\": \"B091M4492K\", \"price\": \"$57.13\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Club C 85\", \"asin\": \"B01KXU25N6\", \"price\": \"$45.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's Running Shoes\", \"asin\": \"B078Y7NCJ8\", \"price\": \"$86.70\", \"delivery\": \"FREE delivery Fri, Apr 4\"},\n{\"title\": \"Women's Gymnastics Road Running Shoes\", \"asin\": \"B09NMJKGWJ\", \"price\": \"$87.87\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Girl's Running Shoes, 28 EU\", \"asin\": \"B0C36QTDRT\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Racer TR23 Sneaker\", \"asin\": \"B0CKMHV6MG\", \"price\": \"$72.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:10:15.809Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-01T19:10:15.809Z	click	filter	rule	train	1,334	2025-04-01T19:10:15.809Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} <\|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": "nike shoes"}], "cart_items": [{"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "promotion_items": [{"title": "Veja\nWomen's Volley Sneakers", "asin": "B0CBLQT31F", "price": "$135.00", "quantity": ""}, {"title": "Veja\nMen Campo Sneakers White - California", "asin": "B0BGVPVZKV", "price": "$135.00", "quantity": ""}, {"title": "Feethit\nMens Slip On Walking Shoes Lightweight Breathable Non Slip Running Shoes Comfortable Fashion Sneakers for Men", "asin": "B089CQGNF8", "price": "$35.99", "quantity": ""}, {"title": "Allbirds\nMen\u2019s Tree Runners Everyday Sneakers, Machine Washable Shoe Made with Natural Materials", "asin": "B0CJ3ZRPR9", "price": "$98.00", "quantity": ""}, {"title": "Reebok\nMen's Club C 85", "asin": "B01GRV45H4", "price": "$50.03", "quantity": ""}, {"title": "adidas\nMen's Daily 3.0 Sneaker", "asin": "B07ZSCKXJD", "price": "$41.50", "quantity": ""}, {"title": "Minshluu\nWomens Wedge SIides Sandals Platform Open Toe Slip On Elastic Band Wedges Shoes", "asin": "B09NKVCNZK", "price": "$45.98", "quantity": ""}, {"title": "Veja\nWomen Esplar Sneakers Extra White", "asin": "B09HR7HDZ1", "price": "$150.00", "quantity": ""}, {"title": "BenSorts\nPillow Sandals for Women Men Thick Sole Adjustable Buckles EVA", "asin": "B0B5RLJ6X5", "price": "$22.99", "quantity": ""}, {"title": "Veja\nWomen's Volley Sneakers", "asin": "B0CBLQT31F", "price": "$135.00", "quantity": ""}, {"title": "Veja\nWomen Campo Sneakers Black - White", "asin": "B08JZ1SMWD", "price": "$160.00", "quantity": ""}, {"title": "Feethit\nWomen Tennis Running Shoes Walking Shoes Lightweight Casual Sneakers for Travel Gym Work Woman Waitress Nurse", "asin": "B0BKFYB458", "price": "$34.99", "quantity": ""}], "ads": [{"title": "All Shoes", "asin": "B0BM5QPPB5"}, {"title": "Lifestyle Shoes", "asin": "B0D22SHJH6"}, {"title": "Our Top Shoes", "asin": "B09DXV3M4W"}], "search_results": [{"title": "Men's Sneakers Gymnastics Shoes", "asin": "B0BMXZKSR4", "price": "$184.00", "delivery": "FREE delivery Wed, Apr 9"}, {"title": "Men Extra Wide Width Sneakers Comfort Walking Shoes Relieve Foot Pain Wide Toe Box with Arch Support", "asin": "B0C9JC2VWD", "price": "$62.99", "delivery": "FREE delivery Fri, Apr 4 Only 4 left in stock - order soon."}, {"title": "Men's Hypercourt Express 2 Tennis Shoe", "asin": "B0859NBVS9", "price": "$114.95", "delivery": " Two-Day FREE delivery Thu, Apr 3"}, {"title": "Women Suede Clogs Mules Sandals Slippers Potato Shoes-Cushioned Coak Footbed Crease-Resist Leather Upper", "asin": "B0DPKWP3DC", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Men's Air Force 1'07 Shoes Basketball", "asin": "B08QBJFKF3", "price": "$98.41", "delivery": "FREE delivery Apr 7 - 9 Or fastest delivery Fri, Apr 4"}, {"title": "Dunk Low Mens Sneakers", "asin": "B08QBF4FG1", "price": "$95.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Women's Sneaker, Medium", "asin": "B088YQG81M", "price": "$84.95", "delivery": " Two-Day FREE delivery Thu, Apr 3"}, {"title": "Women's Low-Top Sneakers", "asin": "B0B6FQ9TTZ", "price": "$77.75", "delivery": "FREE delivery Tue, Apr 15 Or fastest delivery Tue, Apr 8"}, {"title": "Men's Flex Control TR3 Sneaker", "asin": "B07RJTNWMV", "price": "$64.95", "delivery": "FREE delivery Apr 7 - 9 Or fastest delivery Thu, Apr 3"}, {"title": "Men's Air Max AP Road Running Shoes Cu4826", "asin": "B08TR7Y16H", "price": "$72.76", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Men's Downshifter Sneaker", "asin": "B0B2PTDV2G", "price": "$65.00", "delivery": " Two-Day FREE delivery Thu, Apr 3"}, {"title": "Womens Wedge SIides Sandals Platform Open Toe Slip On Elastic Band Wedges Shoes", "asin": "B09NKVCNZK", "price": "$45.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Slouch Socks Women Thigh High Boot Socks Soft Scrunch Socks Size 5-11", "asin": "B0CCJBDGK3", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Men's Sneaker", "asin": "B0B6C2GJK5", "price": "$97.41", "delivery": "FREE delivery Fri, Apr 4"}, {"title": "Men's Sneaker,Running Shoes", "asin": "B01CB0NXGO", "price": "$93.42", "delivery": " Two-Day FREE delivery Thu, Apr 3"}, {"title": "Women's Gymnastics Shoes Sneaker", "asin": "B09NRY5JF9", "price": "$73.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Men's Low-Top Sneaker", "asin": "B078X1CGMZ", "price": "$140.53", "delivery": "FREE delivery May 16 - 20"}, {"title": "Women Campo Sneakers Black - White", "asin": "B08JZ1SMWD", "price": "$160.00", "delivery": " Two-Day FREE delivery Thu, Apr 3 Only 1 left in stock - order soon."}, {"title": "Mens Slip On Walking Shoes Lightweight Breathable Non Slip Running Shoes Comfortable Fashion Sneakers for Men", "asin": "B089CRC1FD", "price": "$35.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Unisex-Adult Lima Hands-Free Sneaker", "asin": "B0C59MXGCL", "price": "$109.00", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Retro Fuzzy Face Slippers for Women & Men, Soft Fluffy Warm Non-Slip Comfortable Indoor/Outdoor Slides with Memory Foam", "asin": "B0BH3ZWYV3", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Mens Free Rn 2018 Running Shoe", "asin": "B08QB8N6ZZ", "price": "$114.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Men's Daily 3.0 Sneaker", "asin": "B07ZSC35PB", "price": "$40.88", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Men's Lite Racer Adapt 7.0 Sneaker", "asin": "B0CKM9S8TT", "price": "$45.08", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Men's Low-top Running Shoe, 0", "asin": "B0BQZ1SJQL", "price": "$99.99", "delivery": "FREE delivery Fri, Apr 4"}, {"title": "Men\u2019s Tree Runners Everyday Sneakers, Machine Washable Shoe Made with Natural Materials", "asin": "B0CJ3XVHVY", "price": "$98.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Womens Ladies Walking Running Shoes Slip On Lightweight Casual Tennis Sneakers Clothes Shoes", "asin": "B08TBW6W3J", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Men's 608 V5 Casual Comfort Cross Trainer", "asin": "B07B3SDL7M", "price": "$64.98", "delivery": "FREE delivery Thu, Apr 3"}, {"title": "Men's Court Vision Lo Sneaker", "asin": "B07NMZ5XY9", "price": "$79.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Men's Style#: 942836-002", "asin": "B071K7818X", "price": "$89.06", "delivery": " Two-Day FREE delivery Thu, Apr 3"}, {"title": "Men's Shoes Sneaker", "asin": "B00PX0PI1I", "price": "$84.99", "delivery": "FREE delivery Tue, Apr 8 Or fastest delivery Thu, Apr 3"}, {"title": "Women's Sneaker", "asin": "B0C4SW1NYJ", "price": "$57.31", "delivery": "FREE delivery Apr 13 - 18 for Prime members"}, {"title": "Free Metcon 6 Women's Workout Shoes (HQ3510-100, White/Metallic Silver/Light Smoke Grey/Black)", "asin": "B0DNNQHXNP", "price": "$114.89", "delivery": "FREE delivery Apr 6 - 9 for Prime members"}, {"title": "Women's VL Court 3.0 Sneaker", "asin": "B0C2JZ4K9V", "price": "$74.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Men's Charged Assert 10 Running Shoe", "asin": "B09XBVTKMS", "price": "$56.25", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Men's Kaptir 3.0 Sneaker", "asin": "B0BG93GBMP", "price": "$63.00", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Men's Running Shoe", "asin": "B09NMH4V8W", "price": "$51.49", "delivery": " Two-Day FREE delivery Thu, Apr 3"}, {"title": "Men's Court Legacy", "asin": "B0C162WMYW", "price": "$72.80", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Women's Gymnastics Shoes Sneaker", "asin": "B079QNX78F", "price": "$139.82", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Men's Low-Top Sneakers", "asin": "B01CB0RZ2M", "price": "$85.00", "delivery": "FREE delivery Apr 8 - 11 for Prime members"}, {"title": "Men's Sneakers, 8.5 AU", "asin": "B01MR308EK", "price": "$138.06", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Women's Trainer Sneaker", "asin": "B0CXCDRMBV", "price": "$83.06", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Men's Women's Revolution 5 Wide Running Shoe", "asin": "B07NLX916C", "price": "$65.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Men's Air Max Excee Shoes Sneaker", "asin": "B0CRXQZZFC", "price": "$95.00", "delivery": "FREE delivery Thu, Apr 10 Or fastest delivery Apr 4 - 7"}, {"title": "Men's Sneaker", "asin": "B07QRY5T4N", "price": "$65.00", "delivery": "FREE delivery Apr 7 - 9"}, {"title": "Men's Formation Gymnastics Shoe", "asin": "B004U068GQ", "price": "$75.05", "delivery": " Two-Day FREE delivery Thu, Apr 3"}, {"title": "Women's Stroke Running Shoe", "asin": "B08XBNX2G7", "price": "$76.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Basketball Shoe", "asin": "B0064BCF84", "price": "$101.41", "delivery": "FREE delivery Apr 7 - 9 Or fastest delivery Apr 4 - 8"}, {"title": "Boy's Training Shoe", "asin": "B0C4PFC7Y3", "price": "$67.00", "delivery": " Two-Day FREE delivery Thu, Apr 3"}, {"title": "Men's Charged Assert 9 Running Shoe", "asin": "B087TH4JM6", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Men's Sneaker, 0", "asin": "B0C8TF2NLQ", "price": "$57.98", "delivery": "FREE delivery Apr 9 - 10"}, {"title": "Mens Free Rn 2018 Running Shoe", "asin": "B0B6FNPT6F", "price": "$55.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Women's Water Shoes Slides", "asin": "B09DXS73PP", "price": "$59.50", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Men's Training Track Shoe", "asin": "B0832WKGX6", "price": "$53.09", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Men's Hoops 3.0 Mid Sneaker", "asin": "B091M4492K", "price": "$57.13", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Men's Club C 85", "asin": "B01KXU25N6", "price": "$45.00", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Men's Running Shoes", "asin": "B078Y7NCJ8", "price": "$86.70", "delivery": "FREE delivery Fri, Apr 4"}, {"title": "Women's Gymnastics Road Running Shoes", "asin": "B09NMJKGWJ", "price": "$87.87", "delivery": " Two-Day FREE delivery Thu, Apr 3"}, {"title": "Girl's Running Shoes, 28 EU", "asin": "B0C36QTDRT", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}, {"title": "Men's Racer TR23 Sneaker", "asin": "B0CKMHV6MG", "price": "$72.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 2"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-01T19:10:15.809Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-01T19:10:15.809Z\",\"action\": \"click\",\"acion_argument\": \"filter\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-01T19:10:15.809Z\",\"action\": \"click\",\"acion_argument\": \"filter\",}</answer>", "index": 1334, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"nike shoes\"}],\n\"cart_items\": [{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Veja\\nWomen's Volley Sneakers\", \"asin\": \"B0CBLQT31F\", \"price\": \"$135.00\", \"quantity\": \"\"},\n{\"title\": \"Veja\\nMen Campo Sneakers White - California\", \"asin\": \"B0BGVPVZKV\", \"price\": \"$135.00\", \"quantity\": \"\"},\n{\"title\": \"Feethit\\nMens Slip On Walking Shoes Lightweight Breathable Non Slip Running Shoes Comfortable Fashion Sneakers for Men\", \"asin\": \"B089CQGNF8\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Allbirds\\nMen\\u2019s Tree Runners Everyday Sneakers, Machine Washable Shoe Made with Natural Materials\", \"asin\": \"B0CJ3ZRPR9\", \"price\": \"$98.00\", \"quantity\": \"\"},\n{\"title\": \"Reebok\\nMen's Club C 85\", \"asin\": \"B01GRV45H4\", \"price\": \"$50.03\", \"quantity\": \"\"},\n{\"title\": \"adidas\\nMen's Daily 3.0 Sneaker\", \"asin\": \"B07ZSCKXJD\", \"price\": \"$41.50\", \"quantity\": \"\"},\n{\"title\": \"Minshluu\\nWomens Wedge SIides Sandals Platform Open Toe Slip On Elastic Band Wedges Shoes\", \"asin\": \"B09NKVCNZK\", \"price\": \"$45.98\", \"quantity\": \"\"},\n{\"title\": \"Veja\\nWomen Esplar Sneakers Extra White\", \"asin\": \"B09HR7HDZ1\", \"price\": \"$150.00\", \"quantity\": \"\"},\n{\"title\": \"BenSorts\\nPillow Sandals for Women Men Thick Sole Adjustable Buckles EVA\", \"asin\": \"B0B5RLJ6X5\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Veja\\nWomen's Volley Sneakers\", \"asin\": \"B0CBLQT31F\", \"price\": \"$135.00\", \"quantity\": \"\"},\n{\"title\": \"Veja\\nWomen Campo Sneakers Black - White\", \"asin\": \"B08JZ1SMWD\", \"price\": \"$160.00\", \"quantity\": \"\"},\n{\"title\": \"Feethit\\nWomen Tennis Running Shoes Walking Shoes Lightweight Casual Sneakers for Travel Gym Work Woman Waitress Nurse\", \"asin\": \"B0BKFYB458\", \"price\": \"$34.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"All Shoes\", \"asin\": \"B0BM5QPPB5\"},\n{\"title\": \"Lifestyle Shoes\", \"asin\": \"B0D22SHJH6\"},\n{\"title\": \"Our Top Shoes\", \"asin\": \"B09DXV3M4W\"}],\n\"search_results\": [{\"title\": \"Men's Sneakers Gymnastics Shoes\", \"asin\": \"B0BMXZKSR4\", \"price\": \"$184.00\", \"delivery\": \"FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men Extra Wide Width Sneakers Comfort Walking Shoes Relieve Foot Pain Wide Toe Box with Arch Support\", \"asin\": \"B0C9JC2VWD\", \"price\": \"$62.99\", \"delivery\": \"FREE delivery Fri, Apr 4 Only 4 left in stock - order soon.\"},\n{\"title\": \"Men's Hypercourt Express 2 Tennis Shoe\", \"asin\": \"B0859NBVS9\", \"price\": \"$114.95\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Women Suede Clogs Mules Sandals Slippers Potato Shoes-Cushioned Coak Footbed Crease-Resist Leather Upper\", \"asin\": \"B0DPKWP3DC\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's Air Force 1'07 Shoes Basketball\", \"asin\": \"B08QBJFKF3\", \"price\": \"$98.41\", \"delivery\": \"FREE delivery Apr 7 - 9 Or fastest delivery Fri, Apr 4\"},\n{\"title\": \"Dunk Low Mens Sneakers\", \"asin\": \"B08QBF4FG1\", \"price\": \"$95.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Women's Sneaker, Medium\", \"asin\": \"B088YQG81M\", \"price\": \"$84.95\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Women's Low-Top Sneakers\", \"asin\": \"B0B6FQ9TTZ\", \"price\": \"$77.75\", \"delivery\": \"FREE delivery Tue, Apr 15 Or fastest delivery Tue, Apr 8\"},\n{\"title\": \"Men's Flex Control TR3 Sneaker\", \"asin\": \"B07RJTNWMV\", \"price\": \"$64.95\", \"delivery\": \"FREE delivery Apr 7 - 9 Or fastest delivery Thu, Apr 3\"},\n{\"title\": \"Men's Air Max AP Road Running Shoes Cu4826\", \"asin\": \"B08TR7Y16H\", \"price\": \"$72.76\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Downshifter Sneaker\", \"asin\": \"B0B2PTDV2G\", \"price\": \"$65.00\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Womens Wedge SIides Sandals Platform Open Toe Slip On Elastic Band Wedges Shoes\", \"asin\": \"B09NKVCNZK\", \"price\": \"$45.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Slouch Socks Women Thigh High Boot Socks Soft Scrunch Socks Size 5-11\", \"asin\": \"B0CCJBDGK3\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Men's Sneaker\", \"asin\": \"B0B6C2GJK5\", \"price\": \"$97.41\", \"delivery\": \"FREE delivery Fri, Apr 4\"},\n{\"title\": \"Men's Sneaker,Running Shoes\", \"asin\": \"B01CB0NXGO\", \"price\": \"$93.42\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Women's Gymnastics Shoes Sneaker\", \"asin\": \"B09NRY5JF9\", \"price\": \"$73.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Low-Top Sneaker\", \"asin\": \"B078X1CGMZ\", \"price\": \"$140.53\", \"delivery\": \"FREE delivery May 16 - 20\"},\n{\"title\": \"Women Campo Sneakers Black - White\", \"asin\": \"B08JZ1SMWD\", \"price\": \"$160.00\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3 Only 1 left in stock - order soon.\"},\n{\"title\": \"Mens Slip On Walking Shoes Lightweight Breathable Non Slip Running Shoes Comfortable Fashion Sneakers for Men\", \"asin\": \"B089CRC1FD\", \"price\": \"$35.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Unisex-Adult Lima Hands-Free Sneaker\", \"asin\": \"B0C59MXGCL\", \"price\": \"$109.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Retro Fuzzy Face Slippers for Women & Men, Soft Fluffy Warm Non-Slip Comfortable Indoor/Outdoor Slides with Memory Foam\", \"asin\": \"B0BH3ZWYV3\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Mens Free Rn 2018 Running Shoe\", \"asin\": \"B08QB8N6ZZ\", \"price\": \"$114.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Daily 3.0 Sneaker\", \"asin\": \"B07ZSC35PB\", \"price\": \"$40.88\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's Lite Racer Adapt 7.0 Sneaker\", \"asin\": \"B0CKM9S8TT\", \"price\": \"$45.08\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's Low-top Running Shoe, 0\", \"asin\": \"B0BQZ1SJQL\", \"price\": \"$99.99\", \"delivery\": \"FREE delivery Fri, Apr 4\"},\n{\"title\": \"Men\\u2019s Tree Runners Everyday Sneakers, Machine Washable Shoe Made with Natural Materials\", \"asin\": \"B0CJ3XVHVY\", \"price\": \"$98.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Womens Ladies Walking Running Shoes Slip On Lightweight Casual Tennis Sneakers Clothes Shoes\", \"asin\": \"B08TBW6W3J\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's 608 V5 Casual Comfort Cross Trainer\", \"asin\": \"B07B3SDL7M\", \"price\": \"$64.98\", \"delivery\": \"FREE delivery Thu, Apr 3\"},\n{\"title\": \"Men's Court Vision Lo Sneaker\", \"asin\": \"B07NMZ5XY9\", \"price\": \"$79.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Style#: 942836-002\", \"asin\": \"B071K7818X\", \"price\": \"$89.06\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Men's Shoes Sneaker\", \"asin\": \"B00PX0PI1I\", \"price\": \"$84.99\", \"delivery\": \"FREE delivery Tue, Apr 8 Or fastest delivery Thu, Apr 3\"},\n{\"title\": \"Women's Sneaker\", \"asin\": \"B0C4SW1NYJ\", \"price\": \"$57.31\", \"delivery\": \"FREE delivery Apr 13 - 18 for Prime members\"},\n{\"title\": \"Free Metcon 6 Women's Workout Shoes (HQ3510-100, White/Metallic Silver/Light Smoke Grey/Black)\", \"asin\": \"B0DNNQHXNP\", \"price\": \"$114.89\", \"delivery\": \"FREE delivery Apr 6 - 9 for Prime members\"},\n{\"title\": \"Women's VL Court 3.0 Sneaker\", \"asin\": \"B0C2JZ4K9V\", \"price\": \"$74.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Charged Assert 10 Running Shoe\", \"asin\": \"B09XBVTKMS\", \"price\": \"$56.25\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's Kaptir 3.0 Sneaker\", \"asin\": \"B0BG93GBMP\", \"price\": \"$63.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's Running Shoe\", \"asin\": \"B09NMH4V8W\", \"price\": \"$51.49\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Men's Court Legacy\", \"asin\": \"B0C162WMYW\", \"price\": \"$72.80\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Women's Gymnastics Shoes Sneaker\", \"asin\": \"B079QNX78F\", \"price\": \"$139.82\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Low-Top Sneakers\", \"asin\": \"B01CB0RZ2M\", \"price\": \"$85.00\", \"delivery\": \"FREE delivery Apr 8 - 11 for Prime members\"},\n{\"title\": \"Men's Sneakers, 8.5 AU\", \"asin\": \"B01MR308EK\", \"price\": \"$138.06\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Women's Trainer Sneaker\", \"asin\": \"B0CXCDRMBV\", \"price\": \"$83.06\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Women's Revolution 5 Wide Running Shoe\", \"asin\": \"B07NLX916C\", \"price\": \"$65.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Air Max Excee Shoes Sneaker\", \"asin\": \"B0CRXQZZFC\", \"price\": \"$95.00\", \"delivery\": \"FREE delivery Thu, Apr 10 Or fastest delivery Apr 4 - 7\"},\n{\"title\": \"Men's Sneaker\", \"asin\": \"B07QRY5T4N\", \"price\": \"$65.00\", \"delivery\": \"FREE delivery Apr 7 - 9\"},\n{\"title\": \"Men's Formation Gymnastics Shoe\", \"asin\": \"B004U068GQ\", \"price\": \"$75.05\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Women's Stroke Running Shoe\", \"asin\": \"B08XBNX2G7\", \"price\": \"$76.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Basketball Shoe\", \"asin\": \"B0064BCF84\", \"price\": \"$101.41\", \"delivery\": \"FREE delivery Apr 7 - 9 Or fastest delivery Apr 4 - 8\"},\n{\"title\": \"Boy's Training Shoe\", \"asin\": \"B0C4PFC7Y3\", \"price\": \"$67.00\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Men's Charged Assert 9 Running Shoe\", \"asin\": \"B087TH4JM6\", \"price\": \"$59.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's Sneaker, 0\", \"asin\": \"B0C8TF2NLQ\", \"price\": \"$57.98\", \"delivery\": \"FREE delivery Apr 9 - 10\"},\n{\"title\": \"Mens Free Rn 2018 Running Shoe\", \"asin\": \"B0B6FNPT6F\", \"price\": \"$55.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Women's Water Shoes Slides\", \"asin\": \"B09DXS73PP\", \"price\": \"$59.50\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's Training Track Shoe\", \"asin\": \"B0832WKGX6\", \"price\": \"$53.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Hoops 3.0 Mid Sneaker\", \"asin\": \"B091M4492K\", \"price\": \"$57.13\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Club C 85\", \"asin\": \"B01KXU25N6\", \"price\": \"$45.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Men's Running Shoes\", \"asin\": \"B078Y7NCJ8\", \"price\": \"$86.70\", \"delivery\": \"FREE delivery Fri, Apr 4\"},\n{\"title\": \"Women's Gymnastics Road Running Shoes\", \"asin\": \"B09NMJKGWJ\", \"price\": \"$87.87\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 3\"},\n{\"title\": \"Girl's Running Shoes, 28 EU\", \"asin\": \"B0C36QTDRT\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"},\n{\"title\": \"Men's Racer TR23 Sneaker\", \"asin\": \"B0CKMHV6MG\", \"price\": \"$72.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 2\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-01T19:10:15.809Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T18:45:01.706Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T18:45:01.706Z	input	dji	rule	train	1,335	2025-04-05T18:45:01.706Z	input	dji	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} <\|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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T18:45:01.706Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T18:45:01.706Z\",\"action\": \"input\",\"acion_argument\": \"dji \",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T18:45:01.706Z\",\"action\": \"input\",\"acion_argument\": \"dji \",}</answer>", "index": 1335, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T18:45:01.706Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\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\"search_term\": [{\"term\": \"dji \"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T18:45:01.786Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T18:45:01.786Z	click	suggested_term	rule	train	1,336	2025-04-05T18:45:01.786Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} <\|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": "dji "}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T18:45:01.786Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T18:45:01.786Z\",\"action\": \"click\",\"acion_argument\": \"suggested_term\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T18:45:01.786Z\",\"action\": \"click\",\"acion_argument\": \"suggested_term\",}</answer>", "index": 1336, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\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\"search_term\": [{\"term\": \"dji \"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T18:45:01.786Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"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\"search_term\": [{\"term\": \"dji osmo pocket 3\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"DJI Osmo Mini Tripod, Compatibility: Osmo Pocket 3, Black\", \"asin\": \"B0CHJ2PR1K\", \"price\": \"$16.00\", \"quantity\": \"\"},\n{\"title\": \"Osmo Pocket 3 Battery Handle, Compatibility: Osmo Pocket 3\", \"asin\": \"B0CHJ1XWHS\", \"price\": \"$69.00\", \"quantity\": \"\"},\n{\"title\": \"Osmo Pocket 3 Expansion Adapter\", \"asin\": \"B0CHJ1XBR8\", \"price\": \"$19.00\", \"quantity\": \"\"},\n{\"title\": \"Osmo Pocket 3 Wide-Angle Lens, Compatibility: Osmo Pocket 3\", \"asin\": \"B0CHJ2MWLP\", \"price\": \"$49.00\", \"quantity\": \"\"},\n{\"title\": \"Osmo Pocket 3 Magnetic ND Filters Set, Compatibility: Osmo Pocket 3\", \"asin\": \"B0CHJ5FPC3\", \"price\": \"$57.86\", \"quantity\": \"\"},\n{\"title\": \"DJI Osmo Pocket 3 Carrying Bag, Compatibility: Osmo Pocket 3\", \"asin\": \"B0CHJ41PZ2\", \"price\": \"$37.56\", \"quantity\": \"\"},\n{\"title\": \"Osmo Pocket 3 Black Mist Filter, Compatibility: Osmo Pocket 3\", \"asin\": \"B0CHJ49JD4\", \"price\": \"$48.92\", \"quantity\": \"\"},\n{\"title\": \"DJI Osmo Pocket Charging Case\", \"asin\": \"B07QGS2BNY\", \"price\": \"$49.00\", \"quantity\": \"\"},\n{\"title\": \"ULANZI PK-06 Expansion Adapter Accessories for DJI Osmo Pocket 3 - Aluminum Protective Cage Metal Bracket Mount with 1/4 Screw Holes/Gopro Adapter/Cold Shoe/Osmo Action Quick-Release\", \"asin\": \"B0CZ3YSKXH\", \"price\": \"$37.95\", \"quantity\": \"\"},\n{\"title\": \"Camera Desktop Mount Stand Base Support Base for DJI Osmo Pocket 3 Creator Combo Stable Bracket Support Adapter Camera Mount Camera Accessories\", \"asin\": \"B0D2GPL95F\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Magnetic Mount Stand Compatible with DJI Osmo Pocket 3, Upgraded Pocket3 Accessories Adapter Clamp Magnet Suction Case Holder on Desktop, Vertical Surface, 180\\u00b0 Adjustable Handle, Black\", \"asin\": \"B0D4VKGTT4\", \"price\": \"$19.98\", \"quantity\": \"\"},\n{\"title\": \"Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Handle, Built-in 5000mAh Battery, Reserved 1/4\\u201d Thread, 22.5W Fast Charging (1pcs)\", \"asin\": \"B0D5M5S1FG\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Camera Mount Stand Base Support Base for DJI OSMO Pocket 3 Creator Combo Desktop Stable Bracket Non-Slip Support Adapter Camera Mount Gimbal Camera Accessories\", \"asin\": \"B0CPXNLZPQ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"ULANZI PK-06 Expansion Adapter Accessories for DJI Osmo Pocket 3 - Aluminum Protective Cage Metal Bracket Mount with 1/4 Screw Holes/Gopro Adapter/Cold Shoe/Osmo Action Quick-Release\", \"asin\": \"B0CZ3YSKXH\", \"price\": \"$37.95\", \"quantity\": \"\"},\n{\"title\": \"Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Handle, Built-in 5000mAh Battery, Reserved 1/4\\u201d Thread, 22.5W Fast Charging (1pcs)\", \"asin\": \"B0D5M5S1FG\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Camera Desktop Mount Stand Base Support Base for DJI Osmo Pocket 3 Creator Combo Stable Bracket Support Adapter Camera Mount Camera Accessories\", \"asin\": \"B0D2GPL95F\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Canon PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black\", \"asin\": \"B0C5497S98\", \"price\": \"$399.00\", \"quantity\": \"\"},\n{\"title\": \"Insta360 Ace Pro 2 Dual Battery Bundle -8K Waterproof Action Camera Co-Engineered with Leica, 1/1.3\\\" Sensor, Dual AI Chip, Leading Low Light, Superior Audio, Flip Screen & AI Editing\", \"asin\": \"B0DJW2QF43\", \"price\": \"$419.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"DJI Osmo Action 4 Standard Combo, 4K/120fps Waterproof Action Camera with a 1/1.3-Inch Sensor, Stunning Low-Light Imaging,10-bit & D-Log M Color Performance, Long-Lasting 160 Mins, Outdoor Camera.\\\" Rated 4.5 out of 5 stars by 3448 reviews. Eligible for Prime.\", \"asin\": \"B0C783YNW7\"},\n{\"title\": \"Go to detail page for \\\"DJI Osmo Action 5 Pro Adventure Combo, Action Camera 4K with 1/1.3\\\" Sensor, 12h Extended Battery Life with 3 Batteries, Stabilization, Dual OLED Touchscreens, Mini Action Camera for Travel, Vlog.\\\" Rated 4.4 out of 5 stars by 537 reviews. Eligible for Prime.\", \"asin\": \"B0DBR8HVZG\"},\n{\"title\": \"Go to detail page for \\\"DJI Osmo Action 5 Pro Standard Combo, Waterproof Action Camera with 1/1.3\\\" Sensor, 4K/120fps Video, Subject Tracking, Stabilization, Dual OLED Touchscreens, Action Camera 4K Ideal for Sports, Vlog.\\\" Rated 4.4 out of 5 stars by 537 reviews. Eligible for Prime.\", \"asin\": \"B0DBQTC2P7\"}],\n\"search_results\": [{\"title\": \"Ace Pro - Waterproof Action Camera Co-Engineered with Leica, Flagship 1/1.3\\\" Sensor and AI Noise Reduction for Unbeatable Image Quality, 4K120fps, 2.4\\\" Flip Screen & Advanced AI Features\", \"asin\": \"B0CKML3W6R\", \"price\": \"$299.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black\", \"asin\": \"B0C5497S98\", \"price\": \"$399.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Osmo Pocket 3 Creator Combo, Vlogging Camera with 1'' CMOS, 4K/120fps Video, 3-Axis Stabilization, Face/Object Tracking, Fast Focusing, Mic Included for Clear Sound, Digital Camera for Photography\", \"asin\": \"B0CG19FGQ5\", \"price\": \"$799.00\", \"delivery\": \"FREE delivery Apr 9 - 11 Or fastest delivery Apr 8 - 9 Only 8 left in stock - order soon.\"},\n{\"title\": \"Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube\", \"asin\": \"B0CLTVWWBX\", \"price\": \"$598.27\", \"delivery\": \"\"},\n{\"title\": \"Osmo Pocket 3, Vlogging Camera with 1'' CMOS & 4K/120fps Video, 3-Axis Stabilization, Fast Focusing, Face/Object Tracking, 2\\\" Rotatable Touchscreen, Digital Camera for Photography, YouTube\", \"asin\": \"B0CG19QXWD\", \"price\": \"$619.00\", \"delivery\": \"FREE delivery Apr 22 - May 13 for Prime members\"},\n{\"title\": \"Osmo Pocket 3 Creator Combo, Vlogging Camera, 4K/120fps Video, 3-Axis Stabilization, Mic Included for Clear Sound, Digital Camera for Photography Bundle with 64GB Memory Card, Card Reader\", \"asin\": \"B0DGX2P8KS\", \"price\": \"$829.00\", \"delivery\": \"FREE delivery Wed, Apr 9 Only 5 left in stock - order soon.\"},\n{\"title\": \"PK-06 Expansion Adapter Accessories for DJI Osmo Pocket 3 - Aluminum Protective Cage Metal Bracket Mount with 1/4 Screw Holes/Gopro Adapter/Cold Shoe/Osmo Action Quick-Release\", \"asin\": \"B0CZ3YSKXH\", \"price\": \"$37.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Osmo Pocket 3 Creator Combo Vlogging Camera with 1'' CMOS, 4K/120fps Video, 3-Axis Stabilization, Face/Object Tracking, Fast Focus, Mic 2 Included Bundle with Deco Gear Case &2 Lapel Microphones\", \"asin\": \"B0DVH8P2MJ\", \"price\": \"$1,099.99\", \"delivery\": \"FREE delivery Tue, Apr 8\"},\n{\"title\": \"Magnetic Mount Stand Compatible with DJI Osmo Pocket 3, Upgraded Pocket3 Accessories Adapter Clamp Magnet Suction Case Holder on Desktop, Vertical Surface, 180\\u00b0 Adjustable Handle, Black\", \"asin\": \"B0D4VKGTT4\", \"price\": \"$19.98\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Osmo Pocket 3 Creator Combo Gimbal Stabilizer with 1\\u2032\\u2032 CMOS & 4K/120fps Video, 3-Axis Stabilization Bundle with 10\\\" Hard EVA Case, 64GB Memory Card and 2 YR CPS Enhanced Protection Pack\", \"asin\": \"B0CLYX6F4H\", \"price\": \"$1,099.99\", \"delivery\": \"FREE delivery Apr 8 - 10 for Prime members\"},\n{\"title\": \"DJI Osmo Pocket 3 Screen Protector, Osmo Pocket 3 Lens Protector for DJI Osmo Pocket 3 Accessories with Tempered Glass LCD Display Film, Ultra HD, 9H Hardness, Scratch Resistant\", \"asin\": \"B0CM2YPLTP\", \"price\": \"$8.90\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"LM18 Vlogging Light Mini LED Action Camera Video Light Magnetic Photography Fill Lighting for DJI Osmo Action 3/4 Camera Cage Accessories and Ulanzi PK-06 Pocket 3/4 Expansion Adapter\", \"asin\": \"B0D4LX8YMT\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Osmo Mobile SE, 3-Axis Phone Gimbal, Portable and Foldable, Gimbal Stabilizer for iphone, Andriod, ShotGuides, ActiveTrack 6.0, Vlogging Stabilizer for Youtube, TikTok, Travel\", \"asin\": \"B0B7XCG225\", \"price\": \"$69.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"Osmo Mobile 7P Gimbal Stabilizer for iPhone, Android, Native Tracking, Lighting, 3-Axis Phone Gimbal, Quick Launch, One-Tap Edit, Built-in Extension Rod & Tripod, 10hrs Use, Phone Charging\", \"asin\": \"B07FTG84SW\", \"price\": \"$149.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"Osmo Pocket 3 + Mic 2 (2 TX + 1 RX + Charging Case), Digital Camera with 1'' CMOS & 4K/120fps Video, 3-Axis Stabilization, Face/Object Tracking, Mic 2 Included for Clear Audio, Vlogging Camera 4K\", \"asin\": \"B0CWLVTLZC\", \"price\": \"$968.00\", \"delivery\": \"\"},\n{\"title\": \"HD CPL ND16 ND64 ND256 Filter Kit Compatible with DJI OSMO Pocket 3 Creator Combo Accessories Magnetic Action Camera Neutral Density Polarising Filter Optical Glass Aluminum Frame\", \"asin\": \"B0CM12VVH3\", \"price\": \"$36.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"Camera Desktop Mount Stand Base Support Base for DJI Osmo Pocket 3 Creator Combo Stable Bracket Support Adapter Camera Mount Camera Accessories\", \"asin\": \"B0D2GPL95F\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Mic 2 Transmitter (Shadow Black), Wireless Microphone with Intelligent Noise Cancelling, 14-Hour Internal Recording, 6-Hour Battery, Magnetic Attachment, Bluetooth Microphone, YouTube, Vlogs\", \"asin\": \"B0CFZXQ86Q\", \"price\": \"$99.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"Screen Protector For DJI Osmo Pocket 3 Camera [Lens+LCD Screen] [3+3 Pack] [Tempered Glass] [Japan Glass with 9H Hardness] Screen Protector\", \"asin\": \"B0CNLJNZ7B\", \"price\": \"$5.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Osmo Mini Tripod, Compatibility: Osmo Pocket 3, Black\", \"asin\": \"B0CHJ2PR1K\", \"price\": \"$16.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Osmo Pocket 3 Battery Handle, Compatibility: Osmo Pocket 3\", \"asin\": \"B0CHJ1XWHS\", \"price\": \"$69.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"CA22 Hot Shoe & Cold Shoe Adapter Mount with Magnetic Quick Mount, 180 Tilt Adjustable, Universal Camera Accessory for DJI OSMO Action 3/4\", \"asin\": \"B0D4QKKHWP\", \"price\": \"$19.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T18:45:10.098Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T18:45:10.098Z	click_product	B0CLTVWWBX	rule	train	1,337	2025-04-05T18:45:10.098Z	click_product	B0CLTVWWBX	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "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": "dji osmo pocket 3"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "promotion_items": [{"title": "DJI Osmo Mini Tripod, Compatibility: Osmo Pocket 3, Black", "asin": "B0CHJ2PR1K", "price": "$16.00", "quantity": ""}, {"title": "Osmo Pocket 3 Battery Handle, Compatibility: Osmo Pocket 3", "asin": "B0CHJ1XWHS", "price": "$69.00", "quantity": ""}, {"title": "Osmo Pocket 3 Expansion Adapter", "asin": "B0CHJ1XBR8", "price": "$19.00", "quantity": ""}, {"title": "Osmo Pocket 3 Wide-Angle Lens, Compatibility: Osmo Pocket 3", "asin": "B0CHJ2MWLP", "price": "$49.00", "quantity": ""}, {"title": "Osmo Pocket 3 Magnetic ND Filters Set, Compatibility: Osmo Pocket 3", "asin": "B0CHJ5FPC3", "price": "$57.86", "quantity": ""}, {"title": "DJI Osmo Pocket 3 Carrying Bag, Compatibility: Osmo Pocket 3", "asin": "B0CHJ41PZ2", "price": "$37.56", "quantity": ""}, {"title": "Osmo Pocket 3 Black Mist Filter, Compatibility: Osmo Pocket 3", "asin": "B0CHJ49JD4", "price": "$48.92", "quantity": ""}, {"title": "DJI Osmo Pocket Charging Case", "asin": "B07QGS2BNY", "price": "$49.00", "quantity": ""}, {"title": "ULANZI PK-06 Expansion Adapter Accessories for DJI Osmo Pocket 3 - Aluminum Protective Cage Metal Bracket Mount with 1/4 Screw Holes/Gopro Adapter/Cold Shoe/Osmo Action Quick-Release", "asin": "B0CZ3YSKXH", "price": "$37.95", "quantity": ""}, {"title": "Camera Desktop Mount Stand Base Support Base for DJI Osmo Pocket 3 Creator Combo Stable Bracket Support Adapter Camera Mount Camera Accessories", "asin": "B0D2GPL95F", "price": "$8.99", "quantity": ""}, {"title": "Magnetic Mount Stand Compatible with DJI Osmo Pocket 3, Upgraded Pocket3 Accessories Adapter Clamp Magnet Suction Case Holder on Desktop, Vertical Surface, 180\u00b0 Adjustable Handle, Black", "asin": "B0D4VKGTT4", "price": "$19.98", "quantity": ""}, {"title": "Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Handle, Built-in 5000mAh Battery, Reserved 1/4\u201d Thread, 22.5W Fast Charging (1pcs)", "asin": "B0D5M5S1FG", "price": "$35.99", "quantity": ""}, {"title": "Camera Mount Stand Base Support Base for DJI OSMO Pocket 3 Creator Combo Desktop Stable Bracket Non-Slip Support Adapter Camera Mount Gimbal Camera Accessories", "asin": "B0CPXNLZPQ", "price": "$9.99", "quantity": ""}, {"title": "ULANZI PK-06 Expansion Adapter Accessories for DJI Osmo Pocket 3 - Aluminum Protective Cage Metal Bracket Mount with 1/4 Screw Holes/Gopro Adapter/Cold Shoe/Osmo Action Quick-Release", "asin": "B0CZ3YSKXH", "price": "$37.95", "quantity": ""}, {"title": "Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Handle, Built-in 5000mAh Battery, Reserved 1/4\u201d Thread, 22.5W Fast Charging (1pcs)", "asin": "B0D5M5S1FG", "price": "$35.99", "quantity": ""}, {"title": "Camera Desktop Mount Stand Base Support Base for DJI Osmo Pocket 3 Creator Combo Stable Bracket Support Adapter Camera Mount Camera Accessories", "asin": "B0D2GPL95F", "price": "$8.99", "quantity": ""}, {"title": "Canon PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black", "asin": "B0C5497S98", "price": "$399.00", "quantity": ""}, {"title": "Insta360 Ace Pro 2 Dual Battery Bundle -8K Waterproof Action Camera Co-Engineered with Leica, 1/1.3\" Sensor, Dual AI Chip, Leading Low Light, Superior Audio, Flip Screen & AI Editing", "asin": "B0DJW2QF43", "price": "$419.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"DJI Osmo Action 4 Standard Combo, 4K/120fps Waterproof Action Camera with a 1/1.3-Inch Sensor, Stunning Low-Light Imaging,10-bit & D-Log M Color Performance, Long-Lasting 160 Mins, Outdoor Camera.\" Rated 4.5 out of 5 stars by 3448 reviews. Eligible for Prime.", "asin": "B0C783YNW7"}, {"title": "Go to detail page for \"DJI Osmo Action 5 Pro Adventure Combo, Action Camera 4K with 1/1.3\" Sensor, 12h Extended Battery Life with 3 Batteries, Stabilization, Dual OLED Touchscreens, Mini Action Camera for Travel, Vlog.\" Rated 4.4 out of 5 stars by 537 reviews. Eligible for Prime.", "asin": "B0DBR8HVZG"}, {"title": "Go to detail page for \"DJI Osmo Action 5 Pro Standard Combo, Waterproof Action Camera with 1/1.3\" Sensor, 4K/120fps Video, Subject Tracking, Stabilization, Dual OLED Touchscreens, Action Camera 4K Ideal for Sports, Vlog.\" Rated 4.4 out of 5 stars by 537 reviews. Eligible for Prime.", "asin": "B0DBQTC2P7"}], "search_results": [{"title": "Ace Pro - Waterproof Action Camera Co-Engineered with Leica, Flagship 1/1.3\" Sensor and AI Noise Reduction for Unbeatable Image Quality, 4K120fps, 2.4\" Flip Screen & Advanced AI Features", "asin": "B0CKML3W6R", "price": "$299.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black", "asin": "B0C5497S98", "price": "$399.00", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Osmo Pocket 3 Creator Combo, Vlogging Camera with 1'' CMOS, 4K/120fps Video, 3-Axis Stabilization, Face/Object Tracking, Fast Focusing, Mic Included for Clear Sound, Digital Camera for Photography", "asin": "B0CG19FGQ5", "price": "$799.00", "delivery": "FREE delivery Apr 9 - 11 Or fastest delivery Apr 8 - 9 Only 8 left in stock - order soon."}, {"title": "Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube", "asin": "B0CLTVWWBX", "price": "$598.27", "delivery": ""}, {"title": "Osmo Pocket 3, Vlogging Camera with 1'' CMOS & 4K/120fps Video, 3-Axis Stabilization, Fast Focusing, Face/Object Tracking, 2\" Rotatable Touchscreen, Digital Camera for Photography, YouTube", "asin": "B0CG19QXWD", "price": "$619.00", "delivery": "FREE delivery Apr 22 - May 13 for Prime members"}, {"title": "Osmo Pocket 3 Creator Combo, Vlogging Camera, 4K/120fps Video, 3-Axis Stabilization, Mic Included for Clear Sound, Digital Camera for Photography Bundle with 64GB Memory Card, Card Reader", "asin": "B0DGX2P8KS", "price": "$829.00", "delivery": "FREE delivery Wed, Apr 9 Only 5 left in stock - order soon."}, {"title": "PK-06 Expansion Adapter Accessories for DJI Osmo Pocket 3 - Aluminum Protective Cage Metal Bracket Mount with 1/4 Screw Holes/Gopro Adapter/Cold Shoe/Osmo Action Quick-Release", "asin": "B0CZ3YSKXH", "price": "$37.95", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Osmo Pocket 3 Creator Combo Vlogging Camera with 1'' CMOS, 4K/120fps Video, 3-Axis Stabilization, Face/Object Tracking, Fast Focus, Mic 2 Included Bundle with Deco Gear Case &2 Lapel Microphones", "asin": "B0DVH8P2MJ", "price": "$1,099.99", "delivery": "FREE delivery Tue, Apr 8"}, {"title": "Magnetic Mount Stand Compatible with DJI Osmo Pocket 3, Upgraded Pocket3 Accessories Adapter Clamp Magnet Suction Case Holder on Desktop, Vertical Surface, 180\u00b0 Adjustable Handle, Black", "asin": "B0D4VKGTT4", "price": "$19.98", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Osmo Pocket 3 Creator Combo Gimbal Stabilizer with 1\u2032\u2032 CMOS & 4K/120fps Video, 3-Axis Stabilization Bundle with 10\" Hard EVA Case, 64GB Memory Card and 2 YR CPS Enhanced Protection Pack", "asin": "B0CLYX6F4H", "price": "$1,099.99", "delivery": "FREE delivery Apr 8 - 10 for Prime members"}, {"title": "DJI Osmo Pocket 3 Screen Protector, Osmo Pocket 3 Lens Protector for DJI Osmo Pocket 3 Accessories with Tempered Glass LCD Display Film, Ultra HD, 9H Hardness, Scratch Resistant", "asin": "B0CM2YPLTP", "price": "$8.90", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "LM18 Vlogging Light Mini LED Action Camera Video Light Magnetic Photography Fill Lighting for DJI Osmo Action 3/4 Camera Cage Accessories and Ulanzi PK-06 Pocket 3/4 Expansion Adapter", "asin": "B0D4LX8YMT", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Osmo Mobile SE, 3-Axis Phone Gimbal, Portable and Foldable, Gimbal Stabilizer for iphone, Andriod, ShotGuides, ActiveTrack 6.0, Vlogging Stabilizer for Youtube, TikTok, Travel", "asin": "B0B7XCG225", "price": "$69.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}, {"title": "Osmo Mobile 7P Gimbal Stabilizer for iPhone, Android, Native Tracking, Lighting, 3-Axis Phone Gimbal, Quick Launch, One-Tap Edit, Built-in Extension Rod & Tripod, 10hrs Use, Phone Charging", "asin": "B07FTG84SW", "price": "$149.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}, {"title": "Osmo Pocket 3 + Mic 2 (2 TX + 1 RX + Charging Case), Digital Camera with 1'' CMOS & 4K/120fps Video, 3-Axis Stabilization, Face/Object Tracking, Mic 2 Included for Clear Audio, Vlogging Camera 4K", "asin": "B0CWLVTLZC", "price": "$968.00", "delivery": ""}, {"title": "HD CPL ND16 ND64 ND256 Filter Kit Compatible with DJI OSMO Pocket 3 Creator Combo Accessories Magnetic Action Camera Neutral Density Polarising Filter Optical Glass Aluminum Frame", "asin": "B0CM12VVH3", "price": "$36.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}, {"title": "Camera Desktop Mount Stand Base Support Base for DJI Osmo Pocket 3 Creator Combo Stable Bracket Support Adapter Camera Mount Camera Accessories", "asin": "B0D2GPL95F", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Mic 2 Transmitter (Shadow Black), Wireless Microphone with Intelligent Noise Cancelling, 14-Hour Internal Recording, 6-Hour Battery, Magnetic Attachment, Bluetooth Microphone, YouTube, Vlogs", "asin": "B0CFZXQ86Q", "price": "$99.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}, {"title": "Screen Protector For DJI Osmo Pocket 3 Camera [Lens+LCD Screen] [3+3 Pack] [Tempered Glass] [Japan Glass with 9H Hardness] Screen Protector", "asin": "B0CNLJNZ7B", "price": "$5.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Osmo Mini Tripod, Compatibility: Osmo Pocket 3, Black", "asin": "B0CHJ2PR1K", "price": "$16.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Osmo Pocket 3 Battery Handle, Compatibility: Osmo Pocket 3", "asin": "B0CHJ1XWHS", "price": "$69.00", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "CA22 Hot Shoe & Cold Shoe Adapter Mount with Magnetic Quick Mount, 180 Tilt Adjustable, Universal Camera Accessory for DJI OSMO Action 3/4", "asin": "B0D4QKKHWP", "price": "$19.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T18:45:10.098Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T18:45:10.098Z\",\"action\": \"click_product\",\"acion_argument\": \"B0CLTVWWBX\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T18:45:10.098Z\",\"action\": \"click_product\",\"acion_argument\": \"B0CLTVWWBX\",}</answer>", "index": 1337, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"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\"search_term\": [{\"term\": \"dji osmo pocket 3\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"DJI Osmo Mini Tripod, Compatibility: Osmo Pocket 3, Black\", \"asin\": \"B0CHJ2PR1K\", \"price\": \"$16.00\", \"quantity\": \"\"},\n{\"title\": \"Osmo Pocket 3 Battery Handle, Compatibility: Osmo Pocket 3\", \"asin\": \"B0CHJ1XWHS\", \"price\": \"$69.00\", \"quantity\": \"\"},\n{\"title\": \"Osmo Pocket 3 Expansion Adapter\", \"asin\": \"B0CHJ1XBR8\", \"price\": \"$19.00\", \"quantity\": \"\"},\n{\"title\": \"Osmo Pocket 3 Wide-Angle Lens, Compatibility: Osmo Pocket 3\", \"asin\": \"B0CHJ2MWLP\", \"price\": \"$49.00\", \"quantity\": \"\"},\n{\"title\": \"Osmo Pocket 3 Magnetic ND Filters Set, Compatibility: Osmo Pocket 3\", \"asin\": \"B0CHJ5FPC3\", \"price\": \"$57.86\", \"quantity\": \"\"},\n{\"title\": \"DJI Osmo Pocket 3 Carrying Bag, Compatibility: Osmo Pocket 3\", \"asin\": \"B0CHJ41PZ2\", \"price\": \"$37.56\", \"quantity\": \"\"},\n{\"title\": \"Osmo Pocket 3 Black Mist Filter, Compatibility: Osmo Pocket 3\", \"asin\": \"B0CHJ49JD4\", \"price\": \"$48.92\", \"quantity\": \"\"},\n{\"title\": \"DJI Osmo Pocket Charging Case\", \"asin\": \"B07QGS2BNY\", \"price\": \"$49.00\", \"quantity\": \"\"},\n{\"title\": \"ULANZI PK-06 Expansion Adapter Accessories for DJI Osmo Pocket 3 - Aluminum Protective Cage Metal Bracket Mount with 1/4 Screw Holes/Gopro Adapter/Cold Shoe/Osmo Action Quick-Release\", \"asin\": \"B0CZ3YSKXH\", \"price\": \"$37.95\", \"quantity\": \"\"},\n{\"title\": \"Camera Desktop Mount Stand Base Support Base for DJI Osmo Pocket 3 Creator Combo Stable Bracket Support Adapter Camera Mount Camera Accessories\", \"asin\": \"B0D2GPL95F\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Magnetic Mount Stand Compatible with DJI Osmo Pocket 3, Upgraded Pocket3 Accessories Adapter Clamp Magnet Suction Case Holder on Desktop, Vertical Surface, 180\\u00b0 Adjustable Handle, Black\", \"asin\": \"B0D4VKGTT4\", \"price\": \"$19.98\", \"quantity\": \"\"},\n{\"title\": \"Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Handle, Built-in 5000mAh Battery, Reserved 1/4\\u201d Thread, 22.5W Fast Charging (1pcs)\", \"asin\": \"B0D5M5S1FG\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Camera Mount Stand Base Support Base for DJI OSMO Pocket 3 Creator Combo Desktop Stable Bracket Non-Slip Support Adapter Camera Mount Gimbal Camera Accessories\", \"asin\": \"B0CPXNLZPQ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"ULANZI PK-06 Expansion Adapter Accessories for DJI Osmo Pocket 3 - Aluminum Protective Cage Metal Bracket Mount with 1/4 Screw Holes/Gopro Adapter/Cold Shoe/Osmo Action Quick-Release\", \"asin\": \"B0CZ3YSKXH\", \"price\": \"$37.95\", \"quantity\": \"\"},\n{\"title\": \"Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Handle, Built-in 5000mAh Battery, Reserved 1/4\\u201d Thread, 22.5W Fast Charging (1pcs)\", \"asin\": \"B0D5M5S1FG\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Camera Desktop Mount Stand Base Support Base for DJI Osmo Pocket 3 Creator Combo Stable Bracket Support Adapter Camera Mount Camera Accessories\", \"asin\": \"B0D2GPL95F\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Canon PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black\", \"asin\": \"B0C5497S98\", \"price\": \"$399.00\", \"quantity\": \"\"},\n{\"title\": \"Insta360 Ace Pro 2 Dual Battery Bundle -8K Waterproof Action Camera Co-Engineered with Leica, 1/1.3\\\" Sensor, Dual AI Chip, Leading Low Light, Superior Audio, Flip Screen & AI Editing\", \"asin\": \"B0DJW2QF43\", \"price\": \"$419.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"DJI Osmo Action 4 Standard Combo, 4K/120fps Waterproof Action Camera with a 1/1.3-Inch Sensor, Stunning Low-Light Imaging,10-bit & D-Log M Color Performance, Long-Lasting 160 Mins, Outdoor Camera.\\\" Rated 4.5 out of 5 stars by 3448 reviews. Eligible for Prime.\", \"asin\": \"B0C783YNW7\"},\n{\"title\": \"Go to detail page for \\\"DJI Osmo Action 5 Pro Adventure Combo, Action Camera 4K with 1/1.3\\\" Sensor, 12h Extended Battery Life with 3 Batteries, Stabilization, Dual OLED Touchscreens, Mini Action Camera for Travel, Vlog.\\\" Rated 4.4 out of 5 stars by 537 reviews. Eligible for Prime.\", \"asin\": \"B0DBR8HVZG\"},\n{\"title\": \"Go to detail page for \\\"DJI Osmo Action 5 Pro Standard Combo, Waterproof Action Camera with 1/1.3\\\" Sensor, 4K/120fps Video, Subject Tracking, Stabilization, Dual OLED Touchscreens, Action Camera 4K Ideal for Sports, Vlog.\\\" Rated 4.4 out of 5 stars by 537 reviews. Eligible for Prime.\", \"asin\": \"B0DBQTC2P7\"}],\n\"search_results\": [{\"title\": \"Ace Pro - Waterproof Action Camera Co-Engineered with Leica, Flagship 1/1.3\\\" Sensor and AI Noise Reduction for Unbeatable Image Quality, 4K120fps, 2.4\\\" Flip Screen & Advanced AI Features\", \"asin\": \"B0CKML3W6R\", \"price\": \"$299.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black\", \"asin\": \"B0C5497S98\", \"price\": \"$399.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Osmo Pocket 3 Creator Combo, Vlogging Camera with 1'' CMOS, 4K/120fps Video, 3-Axis Stabilization, Face/Object Tracking, Fast Focusing, Mic Included for Clear Sound, Digital Camera for Photography\", \"asin\": \"B0CG19FGQ5\", \"price\": \"$799.00\", \"delivery\": \"FREE delivery Apr 9 - 11 Or fastest delivery Apr 8 - 9 Only 8 left in stock - order soon.\"},\n{\"title\": \"Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube\", \"asin\": \"B0CLTVWWBX\", \"price\": \"$598.27\", \"delivery\": \"\"},\n{\"title\": \"Osmo Pocket 3, Vlogging Camera with 1'' CMOS & 4K/120fps Video, 3-Axis Stabilization, Fast Focusing, Face/Object Tracking, 2\\\" Rotatable Touchscreen, Digital Camera for Photography, YouTube\", \"asin\": \"B0CG19QXWD\", \"price\": \"$619.00\", \"delivery\": \"FREE delivery Apr 22 - May 13 for Prime members\"},\n{\"title\": \"Osmo Pocket 3 Creator Combo, Vlogging Camera, 4K/120fps Video, 3-Axis Stabilization, Mic Included for Clear Sound, Digital Camera for Photography Bundle with 64GB Memory Card, Card Reader\", \"asin\": \"B0DGX2P8KS\", \"price\": \"$829.00\", \"delivery\": \"FREE delivery Wed, Apr 9 Only 5 left in stock - order soon.\"},\n{\"title\": \"PK-06 Expansion Adapter Accessories for DJI Osmo Pocket 3 - Aluminum Protective Cage Metal Bracket Mount with 1/4 Screw Holes/Gopro Adapter/Cold Shoe/Osmo Action Quick-Release\", \"asin\": \"B0CZ3YSKXH\", \"price\": \"$37.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Osmo Pocket 3 Creator Combo Vlogging Camera with 1'' CMOS, 4K/120fps Video, 3-Axis Stabilization, Face/Object Tracking, Fast Focus, Mic 2 Included Bundle with Deco Gear Case &2 Lapel Microphones\", \"asin\": \"B0DVH8P2MJ\", \"price\": \"$1,099.99\", \"delivery\": \"FREE delivery Tue, Apr 8\"},\n{\"title\": \"Magnetic Mount Stand Compatible with DJI Osmo Pocket 3, Upgraded Pocket3 Accessories Adapter Clamp Magnet Suction Case Holder on Desktop, Vertical Surface, 180\\u00b0 Adjustable Handle, Black\", \"asin\": \"B0D4VKGTT4\", \"price\": \"$19.98\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Osmo Pocket 3 Creator Combo Gimbal Stabilizer with 1\\u2032\\u2032 CMOS & 4K/120fps Video, 3-Axis Stabilization Bundle with 10\\\" Hard EVA Case, 64GB Memory Card and 2 YR CPS Enhanced Protection Pack\", \"asin\": \"B0CLYX6F4H\", \"price\": \"$1,099.99\", \"delivery\": \"FREE delivery Apr 8 - 10 for Prime members\"},\n{\"title\": \"DJI Osmo Pocket 3 Screen Protector, Osmo Pocket 3 Lens Protector for DJI Osmo Pocket 3 Accessories with Tempered Glass LCD Display Film, Ultra HD, 9H Hardness, Scratch Resistant\", \"asin\": \"B0CM2YPLTP\", \"price\": \"$8.90\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"LM18 Vlogging Light Mini LED Action Camera Video Light Magnetic Photography Fill Lighting for DJI Osmo Action 3/4 Camera Cage Accessories and Ulanzi PK-06 Pocket 3/4 Expansion Adapter\", \"asin\": \"B0D4LX8YMT\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Osmo Mobile SE, 3-Axis Phone Gimbal, Portable and Foldable, Gimbal Stabilizer for iphone, Andriod, ShotGuides, ActiveTrack 6.0, Vlogging Stabilizer for Youtube, TikTok, Travel\", \"asin\": \"B0B7XCG225\", \"price\": \"$69.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"Osmo Mobile 7P Gimbal Stabilizer for iPhone, Android, Native Tracking, Lighting, 3-Axis Phone Gimbal, Quick Launch, One-Tap Edit, Built-in Extension Rod & Tripod, 10hrs Use, Phone Charging\", \"asin\": \"B07FTG84SW\", \"price\": \"$149.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"Osmo Pocket 3 + Mic 2 (2 TX + 1 RX + Charging Case), Digital Camera with 1'' CMOS & 4K/120fps Video, 3-Axis Stabilization, Face/Object Tracking, Mic 2 Included for Clear Audio, Vlogging Camera 4K\", \"asin\": \"B0CWLVTLZC\", \"price\": \"$968.00\", \"delivery\": \"\"},\n{\"title\": \"HD CPL ND16 ND64 ND256 Filter Kit Compatible with DJI OSMO Pocket 3 Creator Combo Accessories Magnetic Action Camera Neutral Density Polarising Filter Optical Glass Aluminum Frame\", \"asin\": \"B0CM12VVH3\", \"price\": \"$36.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"Camera Desktop Mount Stand Base Support Base for DJI Osmo Pocket 3 Creator Combo Stable Bracket Support Adapter Camera Mount Camera Accessories\", \"asin\": \"B0D2GPL95F\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Mic 2 Transmitter (Shadow Black), Wireless Microphone with Intelligent Noise Cancelling, 14-Hour Internal Recording, 6-Hour Battery, Magnetic Attachment, Bluetooth Microphone, YouTube, Vlogs\", \"asin\": \"B0CFZXQ86Q\", \"price\": \"$99.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"Screen Protector For DJI Osmo Pocket 3 Camera [Lens+LCD Screen] [3+3 Pack] [Tempered Glass] [Japan Glass with 9H Hardness] Screen Protector\", \"asin\": \"B0CNLJNZ7B\", \"price\": \"$5.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Osmo Mini Tripod, Compatibility: Osmo Pocket 3, Black\", \"asin\": \"B0CHJ2PR1K\", \"price\": \"$16.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Osmo Pocket 3 Battery Handle, Compatibility: Osmo Pocket 3\", \"asin\": \"B0CHJ1XWHS\", \"price\": \"$69.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"CA22 Hot Shoe & Cold Shoe Adapter Mount with Magnetic Quick Mount, 180 Tilt Adjustable, Universal Camera Accessory for DJI OSMO Action 3/4\", \"asin\": \"B0D4QKKHWP\", \"price\": \"$19.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T18:45:10.098Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\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\"search_term\": [{\"term\": \"dji osmo pocket 3\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0CLTVWWBX\"},\n{\"title\": \"DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube\"},\n{\"bullet_list\": \"Capture Stunning Footage - This vlogging camera features a 1-inch CMOS sensor and records in 4K resolution at an impressive 120fps. Capture breathtaking night views and sunsets with enhanced clarity. Effortlessly Frame Your Shots - Get the ideal composition with Osmo Pocket 3's expansive 2-inch touch screen that rotates for both horizontal and vertical shooting. Ultra-Steady Footage - Say goodbye to shaky videos! Osmo Pocket 3's advanced 3-axis mechanical stabilization delivers superb stability. Enjoy smooth footage while dancing, chasing pets, or vlogging. Create Captivating Vlogs With ActiveTrack 6.0 - Stay effortlessly in focus as you record on the go. Set Osmo Pocket 3 up on a tripod and jump, dance, or spin, but remain center-frame. Fast and Accurate Focusing - This vlogging camera locks onto your subject for sharp, clear footage. Whether filming action-packed scenes or still shots, it ensures every detail is captured. Unlock Advanced Color Grading - With D-Log M and 10-bit color depth, you can effortlessly record up to one billion colors and achieve stunning visual effects during post-production. Ideal for shooting sunrises and sunsets. DJI OsmoAudio - Pocket 3 can connect directly to two DJI Mic 2/Mic Mini transmitters, ensuring high-quality audio for vlogs, interviews, and livestreams while simplifying your gear and workflow. Includes the Osmo Pocket 3 starting set and the Osmo Pocket 3 Battery Handle. Film in 1080p/24fps for an additional hour and a half.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Canon PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black\", \"asin\": \"B0C5497S98\", \"price\": \"$399.00\", \"quantity\": \"\"},\n{\"title\": \"Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Handle, Built-in 5000mAh Battery, Reserved 1/4\\u201d Thread, 22.5W Fast Charging (1pcs)\", \"asin\": \"B0D5M5S1FG\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"AIROKA Original Osmo Pocket 3 Battery Handle for Osmo Pocket 3 Models (The Battery Handle Has A Built-in 950mAh Battery)\", \"asin\": \"B0CLXNHHNW\", \"price\": \"$75.99\", \"quantity\": \"\"},\n{\"title\": \"Original Osmo Pocket 3 Mini Tripod for DJI Pocket 3\\uff08The Mini Tripod is Equipped with a 1/4\\u2033-20 Screw for Expansion. It is Compact, Portable, and Convenient to fold Back\\uff09\", \"asin\": \"B0CLV2YDLY\", \"price\": \"$19.90\", \"quantity\": \"\"},\n{\"title\": \"Flymile Pocket 3 Case for DJI Osmo Pocket 3, Portable Storage Shoulder Bag,Travel & Daily Carry Handbag for DJI Osmo Pocket 3 Creator Combo Camera Accessories\", \"asin\": \"B0DNFGT6YL\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"Flymile Pocket 3 Silicone Cover & Lanyard, Protective Case Crossbody Strap for DJI OSMO Pocket 3 Accessories\", \"asin\": \"B0DR8VD5MF\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"ULANZI LM18 Vlogging Light Mini LED Action Camera Video Light Magnetic Photography Fill Lighting for DJI Osmo Action 3/4 Camera Cage Accessories and Ulanzi PK-06 Pocket 3/4 Expansion Adapter\", \"asin\": \"B0D4LX8YMT\", \"price\": \"$14.95\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube\", \"price\": \"$598.27\"},\n{\"title\": \"DJI Osmo Pocket 3, Vlogging Camera with 1'' CMOS & 4K/120fps Video, 3-Axis Stabilization, Fast Focusing, Face/Object Tracking, 2\\\" Rotatable Touchscreen, Digital Camera for Photography, YouTube\", \"asin\": \"B0CG19QXWD\", \"price\": \"$619.00\"},\n{\"title\": \"DJI Osmo Pocket 3 Creator Combo, Vlogging Camera, 4K/120fps Video, 3-Axis Stabilization, Mic Included for Clear Sound, Digital Camera for Photography Bundle with 64GB Memory Card, Card Reader\", \"asin\": \"B0DGX2P8KS\", \"price\": \"$829.00\"},\n{\"title\": \"DJI Osmo Action 5 Pro Adventure Combo, Action Camera 4K with 1/1.3\\\" Sensor, 12h Extended Battery Life with 3 Batteries, Stabilization, Dual OLED Touchscreens, Mini Action Camera for Travel, Vlog\", \"asin\": \"B0DBR8HVZG\", \"price\": \"$449.99\"},\n{\"title\": \"DJI Osmo Pocket 3 Creator Combo Gimbal Stabilizer with 1\\u2032\\u2032 CMOS & 4K/120fps Video, 3-Axis Stabilization Bundle with 10\\\" Hard EVA Case, 64GB Memory Card and 2 YR CPS Enhanced Protection Pack\", \"asin\": \"B0CLYX6F4H\", \"price\": \"$1,099.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T18:45:31.400Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T18:45:31.400Z	click	review	rule	train	1,338	2025-04-05T18:45:31.400Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} <\|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": "dji osmo pocket 3"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "product_details": [{"asin": "B0CLTVWWBX"}, {"title": "DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube"}, {"bullet_list": "Capture Stunning Footage - This vlogging camera features a 1-inch CMOS sensor and records in 4K resolution at an impressive 120fps. Capture breathtaking night views and sunsets with enhanced clarity. Effortlessly Frame Your Shots - Get the ideal composition with Osmo Pocket 3's expansive 2-inch touch screen that rotates for both horizontal and vertical shooting. Ultra-Steady Footage - Say goodbye to shaky videos! Osmo Pocket 3's advanced 3-axis mechanical stabilization delivers superb stability. Enjoy smooth footage while dancing, chasing pets, or vlogging. Create Captivating Vlogs With ActiveTrack 6.0 - Stay effortlessly in focus as you record on the go. Set Osmo Pocket 3 up on a tripod and jump, dance, or spin, but remain center-frame. Fast and Accurate Focusing - This vlogging camera locks onto your subject for sharp, clear footage. Whether filming action-packed scenes or still shots, it ensures every detail is captured. Unlock Advanced Color Grading - With D-Log M and 10-bit color depth, you can effortlessly record up to one billion colors and achieve stunning visual effects during post-production. Ideal for shooting sunrises and sunsets. DJI OsmoAudio - Pocket 3 can connect directly to two DJI Mic 2/Mic Mini transmitters, ensuring high-quality audio for vlogs, interviews, and livestreams while simplifying your gear and workflow. Includes the Osmo Pocket 3 starting set and the Osmo Pocket 3 Battery Handle. Film in 1080p/24fps for an additional hour and a half."}], "product_quantity": [{"quantity": "1"}], "promotion_items": [{"title": "Canon PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black", "asin": "B0C5497S98", "price": "$399.00", "quantity": ""}, {"title": "Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Handle, Built-in 5000mAh Battery, Reserved 1/4\u201d Thread, 22.5W Fast Charging (1pcs)", "asin": "B0D5M5S1FG", "price": "$35.99", "quantity": ""}, {"title": "AIROKA Original Osmo Pocket 3 Battery Handle for Osmo Pocket 3 Models (The Battery Handle Has A Built-in 950mAh Battery)", "asin": "B0CLXNHHNW", "price": "$75.99", "quantity": ""}, {"title": "Original Osmo Pocket 3 Mini Tripod for DJI Pocket 3\uff08The Mini Tripod is Equipped with a 1/4\u2033-20 Screw for Expansion. It is Compact, Portable, and Convenient to fold Back\uff09", "asin": "B0CLV2YDLY", "price": "$19.90", "quantity": ""}, {"title": "Flymile Pocket 3 Case for DJI Osmo Pocket 3, Portable Storage Shoulder Bag,Travel & Daily Carry Handbag for DJI Osmo Pocket 3 Creator Combo Camera Accessories", "asin": "B0DNFGT6YL", "price": "$19.99", "quantity": ""}, {"title": "Flymile Pocket 3 Silicone Cover & Lanyard, Protective Case Crossbody Strap for DJI OSMO Pocket 3 Accessories", "asin": "B0DR8VD5MF", "price": "$19.99", "quantity": ""}, {"title": "ULANZI LM18 Vlogging Light Mini LED Action Camera Video Light Magnetic Photography Fill Lighting for DJI Osmo Action 3/4 Camera Cage Accessories and Ulanzi PK-06 Pocket 3/4 Expansion Adapter", "asin": "B0D4LX8YMT", "price": "$14.95", "quantity": ""}], "comparison_items": [{"title": "DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube", "price": "$598.27"}, {"title": "DJI Osmo Pocket 3, Vlogging Camera with 1'' CMOS & 4K/120fps Video, 3-Axis Stabilization, Fast Focusing, Face/Object Tracking, 2\" Rotatable Touchscreen, Digital Camera for Photography, YouTube", "asin": "B0CG19QXWD", "price": "$619.00"}, {"title": "DJI Osmo Pocket 3 Creator Combo, Vlogging Camera, 4K/120fps Video, 3-Axis Stabilization, Mic Included for Clear Sound, Digital Camera for Photography Bundle with 64GB Memory Card, Card Reader", "asin": "B0DGX2P8KS", "price": "$829.00"}, {"title": "DJI Osmo Action 5 Pro Adventure Combo, Action Camera 4K with 1/1.3\" Sensor, 12h Extended Battery Life with 3 Batteries, Stabilization, Dual OLED Touchscreens, Mini Action Camera for Travel, Vlog", "asin": "B0DBR8HVZG", "price": "$449.99"}, {"title": "DJI Osmo Pocket 3 Creator Combo Gimbal Stabilizer with 1\u2032\u2032 CMOS & 4K/120fps Video, 3-Axis Stabilization Bundle with 10\" Hard EVA Case, 64GB Memory Card and 2 YR CPS Enhanced Protection Pack", "asin": "B0CLYX6F4H", "price": "$1,099.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T18:45:31.400Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T18:45:31.400Z\",\"action\": \"click\",\"acion_argument\": \"review\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T18:45:31.400Z\",\"action\": \"click\",\"acion_argument\": \"review\",}</answer>", "index": 1338, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\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\"search_term\": [{\"term\": \"dji osmo pocket 3\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0CLTVWWBX\"},\n{\"title\": \"DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube\"},\n{\"bullet_list\": \"Capture Stunning Footage - This vlogging camera features a 1-inch CMOS sensor and records in 4K resolution at an impressive 120fps. Capture breathtaking night views and sunsets with enhanced clarity. Effortlessly Frame Your Shots - Get the ideal composition with Osmo Pocket 3's expansive 2-inch touch screen that rotates for both horizontal and vertical shooting. Ultra-Steady Footage - Say goodbye to shaky videos! Osmo Pocket 3's advanced 3-axis mechanical stabilization delivers superb stability. Enjoy smooth footage while dancing, chasing pets, or vlogging. Create Captivating Vlogs With ActiveTrack 6.0 - Stay effortlessly in focus as you record on the go. Set Osmo Pocket 3 up on a tripod and jump, dance, or spin, but remain center-frame. Fast and Accurate Focusing - This vlogging camera locks onto your subject for sharp, clear footage. Whether filming action-packed scenes or still shots, it ensures every detail is captured. Unlock Advanced Color Grading - With D-Log M and 10-bit color depth, you can effortlessly record up to one billion colors and achieve stunning visual effects during post-production. Ideal for shooting sunrises and sunsets. DJI OsmoAudio - Pocket 3 can connect directly to two DJI Mic 2/Mic Mini transmitters, ensuring high-quality audio for vlogs, interviews, and livestreams while simplifying your gear and workflow. Includes the Osmo Pocket 3 starting set and the Osmo Pocket 3 Battery Handle. Film in 1080p/24fps for an additional hour and a half.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Canon PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black\", \"asin\": \"B0C5497S98\", \"price\": \"$399.00\", \"quantity\": \"\"},\n{\"title\": \"Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Handle, Built-in 5000mAh Battery, Reserved 1/4\\u201d Thread, 22.5W Fast Charging (1pcs)\", \"asin\": \"B0D5M5S1FG\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"AIROKA Original Osmo Pocket 3 Battery Handle for Osmo Pocket 3 Models (The Battery Handle Has A Built-in 950mAh Battery)\", \"asin\": \"B0CLXNHHNW\", \"price\": \"$75.99\", \"quantity\": \"\"},\n{\"title\": \"Original Osmo Pocket 3 Mini Tripod for DJI Pocket 3\\uff08The Mini Tripod is Equipped with a 1/4\\u2033-20 Screw for Expansion. It is Compact, Portable, and Convenient to fold Back\\uff09\", \"asin\": \"B0CLV2YDLY\", \"price\": \"$19.90\", \"quantity\": \"\"},\n{\"title\": \"Flymile Pocket 3 Case for DJI Osmo Pocket 3, Portable Storage Shoulder Bag,Travel & Daily Carry Handbag for DJI Osmo Pocket 3 Creator Combo Camera Accessories\", \"asin\": \"B0DNFGT6YL\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"Flymile Pocket 3 Silicone Cover & Lanyard, Protective Case Crossbody Strap for DJI OSMO Pocket 3 Accessories\", \"asin\": \"B0DR8VD5MF\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"ULANZI LM18 Vlogging Light Mini LED Action Camera Video Light Magnetic Photography Fill Lighting for DJI Osmo Action 3/4 Camera Cage Accessories and Ulanzi PK-06 Pocket 3/4 Expansion Adapter\", \"asin\": \"B0D4LX8YMT\", \"price\": \"$14.95\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube\", \"price\": \"$598.27\"},\n{\"title\": \"DJI Osmo Pocket 3, Vlogging Camera with 1'' CMOS & 4K/120fps Video, 3-Axis Stabilization, Fast Focusing, Face/Object Tracking, 2\\\" Rotatable Touchscreen, Digital Camera for Photography, YouTube\", \"asin\": \"B0CG19QXWD\", \"price\": \"$619.00\"},\n{\"title\": \"DJI Osmo Pocket 3 Creator Combo, Vlogging Camera, 4K/120fps Video, 3-Axis Stabilization, Mic Included for Clear Sound, Digital Camera for Photography Bundle with 64GB Memory Card, Card Reader\", \"asin\": \"B0DGX2P8KS\", \"price\": \"$829.00\"},\n{\"title\": \"DJI Osmo Action 5 Pro Adventure Combo, Action Camera 4K with 1/1.3\\\" Sensor, 12h Extended Battery Life with 3 Batteries, Stabilization, Dual OLED Touchscreens, Mini Action Camera for Travel, Vlog\", \"asin\": \"B0DBR8HVZG\", \"price\": \"$449.99\"},\n{\"title\": \"DJI Osmo Pocket 3 Creator Combo Gimbal Stabilizer with 1\\u2032\\u2032 CMOS & 4K/120fps Video, 3-Axis Stabilization Bundle with 10\\\" Hard EVA Case, 64GB Memory Card and 2 YR CPS Enhanced Protection Pack\", \"asin\": \"B0CLYX6F4H\", \"price\": \"$1,099.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T18:45:31.400Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"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\"search_term\": [{\"term\": \"dji osmo pocket 3\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0CLTVWWBX\"},\n{\"title\": \"DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube\"},\n{\"bullet_list\": \"Capture Stunning Footage - This vlogging camera features a 1-inch CMOS sensor and records in 4K resolution at an impressive 120fps. Capture breathtaking night views and sunsets with enhanced clarity. Effortlessly Frame Your Shots - Get the ideal composition with Osmo Pocket 3's expansive 2-inch touch screen that rotates for both horizontal and vertical shooting. Ultra-Steady Footage - Say goodbye to shaky videos! Osmo Pocket 3's advanced 3-axis mechanical stabilization delivers superb stability. Enjoy smooth footage while dancing, chasing pets, or vlogging. Create Captivating Vlogs With ActiveTrack 6.0 - Stay effortlessly in focus as you record on the go. Set Osmo Pocket 3 up on a tripod and jump, dance, or spin, but remain center-frame. Fast and Accurate Focusing - This vlogging camera locks onto your subject for sharp, clear footage. Whether filming action-packed scenes or still shots, it ensures every detail is captured. Unlock Advanced Color Grading - With D-Log M and 10-bit color depth, you can effortlessly record up to one billion colors and achieve stunning visual effects during post-production. Ideal for shooting sunrises and sunsets. DJI OsmoAudio - Pocket 3 can connect directly to two DJI Mic 2/Mic Mini transmitters, ensuring high-quality audio for vlogs, interviews, and livestreams while simplifying your gear and workflow. Includes the Osmo Pocket 3 starting set and the Osmo Pocket 3 Battery Handle. Film in 1080p/24fps for an additional hour and a half.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Canon PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black\", \"asin\": \"B0C5497S98\", \"price\": \"$399.00\", \"quantity\": \"\"},\n{\"title\": \"Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Handle, Built-in 5000mAh Battery, Reserved 1/4\\u201d Thread, 22.5W Fast Charging (1pcs)\", \"asin\": \"B0D5M5S1FG\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"AIROKA Original Osmo Pocket 3 Battery Handle for Osmo Pocket 3 Models (The Battery Handle Has A Built-in 950mAh Battery)\", \"asin\": \"B0CLXNHHNW\", \"price\": \"$75.99\", \"quantity\": \"\"},\n{\"title\": \"Original Osmo Pocket 3 Mini Tripod for DJI Pocket 3\\uff08The Mini Tripod is Equipped with a 1/4\\u2033-20 Screw for Expansion. It is Compact, Portable, and Convenient to fold Back\\uff09\", \"asin\": \"B0CLV2YDLY\", \"price\": \"$19.90\", \"quantity\": \"\"},\n{\"title\": \"Flymile Pocket 3 Case for DJI Osmo Pocket 3, Portable Storage Shoulder Bag,Travel & Daily Carry Handbag for DJI Osmo Pocket 3 Creator Combo Camera Accessories\", \"asin\": \"B0DNFGT6YL\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"Flymile Pocket 3 Silicone Cover & Lanyard, Protective Case Crossbody Strap for DJI OSMO Pocket 3 Accessories\", \"asin\": \"B0DR8VD5MF\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"ULANZI LM18 Vlogging Light Mini LED Action Camera Video Light Magnetic Photography Fill Lighting for DJI Osmo Action 3/4 Camera Cage Accessories and Ulanzi PK-06 Pocket 3/4 Expansion Adapter\", \"asin\": \"B0D4LX8YMT\", \"price\": \"$14.95\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube\", \"price\": \"$598.27\"},\n{\"title\": \"DJI Osmo Pocket 3, Vlogging Camera with 1'' CMOS & 4K/120fps Video, 3-Axis Stabilization, Fast Focusing, Face/Object Tracking, 2\\\" Rotatable Touchscreen, Digital Camera for Photography, YouTube\", \"asin\": \"B0CG19QXWD\", \"price\": \"$619.00\"},\n{\"title\": \"DJI Osmo Pocket 3 Creator Combo, Vlogging Camera, 4K/120fps Video, 3-Axis Stabilization, Mic Included for Clear Sound, Digital Camera for Photography Bundle with 64GB Memory Card, Card Reader\", \"asin\": \"B0DGX2P8KS\", \"price\": \"$829.00\"},\n{\"title\": \"DJI Osmo Action 5 Pro Adventure Combo, Action Camera 4K with 1/1.3\\\" Sensor, 12h Extended Battery Life with 3 Batteries, Stabilization, Dual OLED Touchscreens, Mini Action Camera for Travel, Vlog\", \"asin\": \"B0DBR8HVZG\", \"price\": \"$449.99\"},\n{\"title\": \"DJI Osmo Pocket 3 Creator Combo Gimbal Stabilizer with 1\\u2032\\u2032 CMOS & 4K/120fps Video, 3-Axis Stabilization Bundle with 10\\\" Hard EVA Case, 64GB Memory Card and 2 YR CPS Enhanced Protection Pack\", \"asin\": \"B0CLYX6F4H\", \"price\": \"$1,099.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T18:45:40.284Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T18:45:40.284Z	click	review	rule	train	1,339	2025-04-05T18:45:40.284Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "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": "dji osmo pocket 3"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "product_details": [{"asin": "B0CLTVWWBX"}, {"title": "DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube"}, {"bullet_list": "Capture Stunning Footage - This vlogging camera features a 1-inch CMOS sensor and records in 4K resolution at an impressive 120fps. Capture breathtaking night views and sunsets with enhanced clarity. Effortlessly Frame Your Shots - Get the ideal composition with Osmo Pocket 3's expansive 2-inch touch screen that rotates for both horizontal and vertical shooting. Ultra-Steady Footage - Say goodbye to shaky videos! Osmo Pocket 3's advanced 3-axis mechanical stabilization delivers superb stability. Enjoy smooth footage while dancing, chasing pets, or vlogging. Create Captivating Vlogs With ActiveTrack 6.0 - Stay effortlessly in focus as you record on the go. Set Osmo Pocket 3 up on a tripod and jump, dance, or spin, but remain center-frame. Fast and Accurate Focusing - This vlogging camera locks onto your subject for sharp, clear footage. Whether filming action-packed scenes or still shots, it ensures every detail is captured. Unlock Advanced Color Grading - With D-Log M and 10-bit color depth, you can effortlessly record up to one billion colors and achieve stunning visual effects during post-production. Ideal for shooting sunrises and sunsets. DJI OsmoAudio - Pocket 3 can connect directly to two DJI Mic 2/Mic Mini transmitters, ensuring high-quality audio for vlogs, interviews, and livestreams while simplifying your gear and workflow. Includes the Osmo Pocket 3 starting set and the Osmo Pocket 3 Battery Handle. Film in 1080p/24fps for an additional hour and a half."}], "product_quantity": [{"quantity": "1"}], "promotion_items": [{"title": "Canon PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black", "asin": "B0C5497S98", "price": "$399.00", "quantity": ""}, {"title": "Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Handle, Built-in 5000mAh Battery, Reserved 1/4\u201d Thread, 22.5W Fast Charging (1pcs)", "asin": "B0D5M5S1FG", "price": "$35.99", "quantity": ""}, {"title": "AIROKA Original Osmo Pocket 3 Battery Handle for Osmo Pocket 3 Models (The Battery Handle Has A Built-in 950mAh Battery)", "asin": "B0CLXNHHNW", "price": "$75.99", "quantity": ""}, {"title": "Original Osmo Pocket 3 Mini Tripod for DJI Pocket 3\uff08The Mini Tripod is Equipped with a 1/4\u2033-20 Screw for Expansion. It is Compact, Portable, and Convenient to fold Back\uff09", "asin": "B0CLV2YDLY", "price": "$19.90", "quantity": ""}, {"title": "Flymile Pocket 3 Case for DJI Osmo Pocket 3, Portable Storage Shoulder Bag,Travel & Daily Carry Handbag for DJI Osmo Pocket 3 Creator Combo Camera Accessories", "asin": "B0DNFGT6YL", "price": "$19.99", "quantity": ""}, {"title": "Flymile Pocket 3 Silicone Cover & Lanyard, Protective Case Crossbody Strap for DJI OSMO Pocket 3 Accessories", "asin": "B0DR8VD5MF", "price": "$19.99", "quantity": ""}, {"title": "ULANZI LM18 Vlogging Light Mini LED Action Camera Video Light Magnetic Photography Fill Lighting for DJI Osmo Action 3/4 Camera Cage Accessories and Ulanzi PK-06 Pocket 3/4 Expansion Adapter", "asin": "B0D4LX8YMT", "price": "$14.95", "quantity": ""}], "comparison_items": [{"title": "DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube", "price": "$598.27"}, {"title": "DJI Osmo Pocket 3, Vlogging Camera with 1'' CMOS & 4K/120fps Video, 3-Axis Stabilization, Fast Focusing, Face/Object Tracking, 2\" Rotatable Touchscreen, Digital Camera for Photography, YouTube", "asin": "B0CG19QXWD", "price": "$619.00"}, {"title": "DJI Osmo Pocket 3 Creator Combo, Vlogging Camera, 4K/120fps Video, 3-Axis Stabilization, Mic Included for Clear Sound, Digital Camera for Photography Bundle with 64GB Memory Card, Card Reader", "asin": "B0DGX2P8KS", "price": "$829.00"}, {"title": "DJI Osmo Action 5 Pro Adventure Combo, Action Camera 4K with 1/1.3\" Sensor, 12h Extended Battery Life with 3 Batteries, Stabilization, Dual OLED Touchscreens, Mini Action Camera for Travel, Vlog", "asin": "B0DBR8HVZG", "price": "$449.99"}, {"title": "DJI Osmo Pocket 3 Creator Combo Gimbal Stabilizer with 1\u2032\u2032 CMOS & 4K/120fps Video, 3-Axis Stabilization Bundle with 10\" Hard EVA Case, 64GB Memory Card and 2 YR CPS Enhanced Protection Pack", "asin": "B0CLYX6F4H", "price": "$1,099.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T18:45:40.284Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T18:45:40.284Z\",\"action\": \"click\",\"acion_argument\": \"review\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T18:45:40.284Z\",\"action\": \"click\",\"acion_argument\": \"review\",}</answer>", "index": 1339, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"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\"search_term\": [{\"term\": \"dji osmo pocket 3\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0CLTVWWBX\"},\n{\"title\": \"DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube\"},\n{\"bullet_list\": \"Capture Stunning Footage - This vlogging camera features a 1-inch CMOS sensor and records in 4K resolution at an impressive 120fps. Capture breathtaking night views and sunsets with enhanced clarity. Effortlessly Frame Your Shots - Get the ideal composition with Osmo Pocket 3's expansive 2-inch touch screen that rotates for both horizontal and vertical shooting. Ultra-Steady Footage - Say goodbye to shaky videos! Osmo Pocket 3's advanced 3-axis mechanical stabilization delivers superb stability. Enjoy smooth footage while dancing, chasing pets, or vlogging. Create Captivating Vlogs With ActiveTrack 6.0 - Stay effortlessly in focus as you record on the go. Set Osmo Pocket 3 up on a tripod and jump, dance, or spin, but remain center-frame. Fast and Accurate Focusing - This vlogging camera locks onto your subject for sharp, clear footage. Whether filming action-packed scenes or still shots, it ensures every detail is captured. Unlock Advanced Color Grading - With D-Log M and 10-bit color depth, you can effortlessly record up to one billion colors and achieve stunning visual effects during post-production. Ideal for shooting sunrises and sunsets. DJI OsmoAudio - Pocket 3 can connect directly to two DJI Mic 2/Mic Mini transmitters, ensuring high-quality audio for vlogs, interviews, and livestreams while simplifying your gear and workflow. Includes the Osmo Pocket 3 starting set and the Osmo Pocket 3 Battery Handle. Film in 1080p/24fps for an additional hour and a half.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Canon PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black\", \"asin\": \"B0C5497S98\", \"price\": \"$399.00\", \"quantity\": \"\"},\n{\"title\": \"Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Handle, Built-in 5000mAh Battery, Reserved 1/4\\u201d Thread, 22.5W Fast Charging (1pcs)\", \"asin\": \"B0D5M5S1FG\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"AIROKA Original Osmo Pocket 3 Battery Handle for Osmo Pocket 3 Models (The Battery Handle Has A Built-in 950mAh Battery)\", \"asin\": \"B0CLXNHHNW\", \"price\": \"$75.99\", \"quantity\": \"\"},\n{\"title\": \"Original Osmo Pocket 3 Mini Tripod for DJI Pocket 3\\uff08The Mini Tripod is Equipped with a 1/4\\u2033-20 Screw for Expansion. It is Compact, Portable, and Convenient to fold Back\\uff09\", \"asin\": \"B0CLV2YDLY\", \"price\": \"$19.90\", \"quantity\": \"\"},\n{\"title\": \"Flymile Pocket 3 Case for DJI Osmo Pocket 3, Portable Storage Shoulder Bag,Travel & Daily Carry Handbag for DJI Osmo Pocket 3 Creator Combo Camera Accessories\", \"asin\": \"B0DNFGT6YL\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"Flymile Pocket 3 Silicone Cover & Lanyard, Protective Case Crossbody Strap for DJI OSMO Pocket 3 Accessories\", \"asin\": \"B0DR8VD5MF\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"ULANZI LM18 Vlogging Light Mini LED Action Camera Video Light Magnetic Photography Fill Lighting for DJI Osmo Action 3/4 Camera Cage Accessories and Ulanzi PK-06 Pocket 3/4 Expansion Adapter\", \"asin\": \"B0D4LX8YMT\", \"price\": \"$14.95\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube\", \"price\": \"$598.27\"},\n{\"title\": \"DJI Osmo Pocket 3, Vlogging Camera with 1'' CMOS & 4K/120fps Video, 3-Axis Stabilization, Fast Focusing, Face/Object Tracking, 2\\\" Rotatable Touchscreen, Digital Camera for Photography, YouTube\", \"asin\": \"B0CG19QXWD\", \"price\": \"$619.00\"},\n{\"title\": \"DJI Osmo Pocket 3 Creator Combo, Vlogging Camera, 4K/120fps Video, 3-Axis Stabilization, Mic Included for Clear Sound, Digital Camera for Photography Bundle with 64GB Memory Card, Card Reader\", \"asin\": \"B0DGX2P8KS\", \"price\": \"$829.00\"},\n{\"title\": \"DJI Osmo Action 5 Pro Adventure Combo, Action Camera 4K with 1/1.3\\\" Sensor, 12h Extended Battery Life with 3 Batteries, Stabilization, Dual OLED Touchscreens, Mini Action Camera for Travel, Vlog\", \"asin\": \"B0DBR8HVZG\", \"price\": \"$449.99\"},\n{\"title\": \"DJI Osmo Pocket 3 Creator Combo Gimbal Stabilizer with 1\\u2032\\u2032 CMOS & 4K/120fps Video, 3-Axis Stabilization Bundle with 10\\\" Hard EVA Case, 64GB Memory Card and 2 YR CPS Enhanced Protection Pack\", \"asin\": \"B0CLYX6F4H\", \"price\": \"$1,099.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T18:45:40.284Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"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\"search_term\": [{\"term\": \"dji osmo pocket 3\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0CLTVWWBX\"},\n{\"title\": \"DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube\"},\n{\"bullet_list\": \"Capture Stunning Footage - This vlogging camera features a 1-inch CMOS sensor and records in 4K resolution at an impressive 120fps. Capture breathtaking night views and sunsets with enhanced clarity. Effortlessly Frame Your Shots - Get the ideal composition with Osmo Pocket 3's expansive 2-inch touch screen that rotates for both horizontal and vertical shooting. Ultra-Steady Footage - Say goodbye to shaky videos! Osmo Pocket 3's advanced 3-axis mechanical stabilization delivers superb stability. Enjoy smooth footage while dancing, chasing pets, or vlogging. Create Captivating Vlogs With ActiveTrack 6.0 - Stay effortlessly in focus as you record on the go. Set Osmo Pocket 3 up on a tripod and jump, dance, or spin, but remain center-frame. Fast and Accurate Focusing - This vlogging camera locks onto your subject for sharp, clear footage. Whether filming action-packed scenes or still shots, it ensures every detail is captured. Unlock Advanced Color Grading - With D-Log M and 10-bit color depth, you can effortlessly record up to one billion colors and achieve stunning visual effects during post-production. Ideal for shooting sunrises and sunsets. DJI OsmoAudio - Pocket 3 can connect directly to two DJI Mic 2/Mic Mini transmitters, ensuring high-quality audio for vlogs, interviews, and livestreams while simplifying your gear and workflow. Includes the Osmo Pocket 3 starting set and the Osmo Pocket 3 Battery Handle. Film in 1080p/24fps for an additional hour and a half.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Canon PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black\", \"asin\": \"B0C5497S98\", \"price\": \"$399.00\", \"quantity\": \"\"},\n{\"title\": \"Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Handle, Built-in 5000mAh Battery, Reserved 1/4\\u201d Thread, 22.5W Fast Charging (1pcs)\", \"asin\": \"B0D5M5S1FG\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"AIROKA Original Osmo Pocket 3 Battery Handle for Osmo Pocket 3 Models (The Battery Handle Has A Built-in 950mAh Battery)\", \"asin\": \"B0CLXNHHNW\", \"price\": \"$75.99\", \"quantity\": \"\"},\n{\"title\": \"Original Osmo Pocket 3 Mini Tripod for DJI Pocket 3\\uff08The Mini Tripod is Equipped with a 1/4\\u2033-20 Screw for Expansion. It is Compact, Portable, and Convenient to fold Back\\uff09\", \"asin\": \"B0CLV2YDLY\", \"price\": \"$19.90\", \"quantity\": \"\"},\n{\"title\": \"Flymile Pocket 3 Case for DJI Osmo Pocket 3, Portable Storage Shoulder Bag,Travel & Daily Carry Handbag for DJI Osmo Pocket 3 Creator Combo Camera Accessories\", \"asin\": \"B0DNFGT6YL\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"Flymile Pocket 3 Silicone Cover & Lanyard, Protective Case Crossbody Strap for DJI OSMO Pocket 3 Accessories\", \"asin\": \"B0DR8VD5MF\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"ULANZI LM18 Vlogging Light Mini LED Action Camera Video Light Magnetic Photography Fill Lighting for DJI Osmo Action 3/4 Camera Cage Accessories and Ulanzi PK-06 Pocket 3/4 Expansion Adapter\", \"asin\": \"B0D4LX8YMT\", \"price\": \"$14.95\", \"quantity\": \"\"},\n{\"title\": \"ULANZI LM18 Vlogging Light Mini LED Action Camera Video Light Magnetic Photography Fill Lighting for DJI Osmo Action 3/4 Camera Cage Accessories and Ulanzi PK-06 Pocket 3/4 Expansion Adapter\", \"asin\": \"B0D4LX8YMT\", \"price\": \"$14.95\", \"quantity\": \"\"},\n{\"title\": \"Insta360 Ace Pro 2 Dual Battery Bundle -8K Waterproof Action Camera Co-Engineered with Leica, 1/1.3\\\" Sensor, Dual AI Chip, Leading Low Light, Superior Audio, Flip Screen & AI Editing\", \"asin\": \"B0DJW2QF43\", \"price\": \"$419.99\", \"quantity\": \"\"},\n{\"title\": \"ULANZI PK-04 Carrying Bag for DJI Osmo Pocket 3, Portable Storage Carry Case , Protective for DJI Osmo Pocket 3 Creator Combo Accessories B012\", \"asin\": \"B0CYH63V84\", \"price\": \"$19.95\", \"quantity\": \"\"},\n{\"title\": \"Skyreat Osmo Pocket 3 Case, Portable PU Storage Protective Bag for DJI Osmo Pocket 3 Creator Combo Accessories (Black)\", \"asin\": \"B0CLV2NJPM\", \"price\": \"$23.99\", \"quantity\": \"\"},\n{\"title\": \"Canon PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black\", \"asin\": \"B0C5497S98\", \"price\": \"$399.00\", \"quantity\": \"\"},\n{\"title\": \"Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Ha...\", \"asin\": \"B0D5M5S1FG\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Insta360 Ace Pro - Waterproof Action Camera Co-Engineered with Leica, Flagship 1/1.3\\\" Sensor and AI Noise Reduction for Unbeatable Image Quality, 4K120fps, 2.4\\\" Flip Screen & Advanced AI Features\", \"asin\": \"B0CKML3W6R\", \"price\": \"$299.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube\", \"price\": \"$598.27\"},\n{\"title\": \"DJI Osmo Pocket 3, Vlogging Camera with 1'' CMOS & 4K/120fps Video, 3-Axis Stabilization, Fast Focusing, Face/Object Tracking, 2\\\" Rotatable Touchscreen, Digital Camera for Photography, YouTube\", \"asin\": \"B0CG19QXWD\", \"price\": \"$619.00\"},\n{\"title\": \"DJI Osmo Pocket 3 Creator Combo, Vlogging Camera, 4K/120fps Video, 3-Axis Stabilization, Mic Included for Clear Sound, Digital Camera for Photography Bundle with 64GB Memory Card, Card Reader\", \"asin\": \"B0DGX2P8KS\", \"price\": \"$829.00\"},\n{\"title\": \"DJI Osmo Action 5 Pro Adventure Combo, Action Camera 4K with 1/1.3\\\" Sensor, 12h Extended Battery Life with 3 Batteries, Stabilization, Dual OLED Touchscreens, Mini Action Camera for Travel, Vlog\", \"asin\": \"B0DBR8HVZG\", \"price\": \"$449.99\"},\n{\"title\": \"DJI Osmo Pocket 3 Creator Combo Gimbal Stabilizer with 1\\u2032\\u2032 CMOS & 4K/120fps Video, 3-Axis Stabilization Bundle with 10\\\" Hard EVA Case, 64GB Memory Card and 2 YR CPS Enhanced Protection Pack\", \"asin\": \"B0CLYX6F4H\", \"price\": \"$1,099.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T18:45:54.601Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T18:45:54.601Z	click	other	rule	train	1,340	2025-04-05T18:45:54.601Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "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": "dji osmo pocket 3"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "product_details": [{"asin": "B0CLTVWWBX"}, {"title": "DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube"}, {"bullet_list": "Capture Stunning Footage - This vlogging camera features a 1-inch CMOS sensor and records in 4K resolution at an impressive 120fps. Capture breathtaking night views and sunsets with enhanced clarity. Effortlessly Frame Your Shots - Get the ideal composition with Osmo Pocket 3's expansive 2-inch touch screen that rotates for both horizontal and vertical shooting. Ultra-Steady Footage - Say goodbye to shaky videos! Osmo Pocket 3's advanced 3-axis mechanical stabilization delivers superb stability. Enjoy smooth footage while dancing, chasing pets, or vlogging. Create Captivating Vlogs With ActiveTrack 6.0 - Stay effortlessly in focus as you record on the go. Set Osmo Pocket 3 up on a tripod and jump, dance, or spin, but remain center-frame. Fast and Accurate Focusing - This vlogging camera locks onto your subject for sharp, clear footage. Whether filming action-packed scenes or still shots, it ensures every detail is captured. Unlock Advanced Color Grading - With D-Log M and 10-bit color depth, you can effortlessly record up to one billion colors and achieve stunning visual effects during post-production. Ideal for shooting sunrises and sunsets. DJI OsmoAudio - Pocket 3 can connect directly to two DJI Mic 2/Mic Mini transmitters, ensuring high-quality audio for vlogs, interviews, and livestreams while simplifying your gear and workflow. Includes the Osmo Pocket 3 starting set and the Osmo Pocket 3 Battery Handle. Film in 1080p/24fps for an additional hour and a half."}], "product_quantity": [{"quantity": "1"}], "promotion_items": [{"title": "Canon PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black", "asin": "B0C5497S98", "price": "$399.00", "quantity": ""}, {"title": "Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Handle, Built-in 5000mAh Battery, Reserved 1/4\u201d Thread, 22.5W Fast Charging (1pcs)", "asin": "B0D5M5S1FG", "price": "$35.99", "quantity": ""}, {"title": "AIROKA Original Osmo Pocket 3 Battery Handle for Osmo Pocket 3 Models (The Battery Handle Has A Built-in 950mAh Battery)", "asin": "B0CLXNHHNW", "price": "$75.99", "quantity": ""}, {"title": "Original Osmo Pocket 3 Mini Tripod for DJI Pocket 3\uff08The Mini Tripod is Equipped with a 1/4\u2033-20 Screw for Expansion. It is Compact, Portable, and Convenient to fold Back\uff09", "asin": "B0CLV2YDLY", "price": "$19.90", "quantity": ""}, {"title": "Flymile Pocket 3 Case for DJI Osmo Pocket 3, Portable Storage Shoulder Bag,Travel & Daily Carry Handbag for DJI Osmo Pocket 3 Creator Combo Camera Accessories", "asin": "B0DNFGT6YL", "price": "$19.99", "quantity": ""}, {"title": "Flymile Pocket 3 Silicone Cover & Lanyard, Protective Case Crossbody Strap for DJI OSMO Pocket 3 Accessories", "asin": "B0DR8VD5MF", "price": "$19.99", "quantity": ""}, {"title": "ULANZI LM18 Vlogging Light Mini LED Action Camera Video Light Magnetic Photography Fill Lighting for DJI Osmo Action 3/4 Camera Cage Accessories and Ulanzi PK-06 Pocket 3/4 Expansion Adapter", "asin": "B0D4LX8YMT", "price": "$14.95", "quantity": ""}, {"title": "ULANZI LM18 Vlogging Light Mini LED Action Camera Video Light Magnetic Photography Fill Lighting for DJI Osmo Action 3/4 Camera Cage Accessories and Ulanzi PK-06 Pocket 3/4 Expansion Adapter", "asin": "B0D4LX8YMT", "price": "$14.95", "quantity": ""}, {"title": "Insta360 Ace Pro 2 Dual Battery Bundle -8K Waterproof Action Camera Co-Engineered with Leica, 1/1.3\" Sensor, Dual AI Chip, Leading Low Light, Superior Audio, Flip Screen & AI Editing", "asin": "B0DJW2QF43", "price": "$419.99", "quantity": ""}, {"title": "ULANZI PK-04 Carrying Bag for DJI Osmo Pocket 3, Portable Storage Carry Case , Protective for DJI Osmo Pocket 3 Creator Combo Accessories B012", "asin": "B0CYH63V84", "price": "$19.95", "quantity": ""}, {"title": "Skyreat Osmo Pocket 3 Case, Portable PU Storage Protective Bag for DJI Osmo Pocket 3 Creator Combo Accessories (Black)", "asin": "B0CLV2NJPM", "price": "$23.99", "quantity": ""}, {"title": "Canon PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black", "asin": "B0C5497S98", "price": "$399.00", "quantity": ""}, {"title": "Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Ha...", "asin": "B0D5M5S1FG", "price": "$35.99", "quantity": ""}, {"title": "Insta360 Ace Pro - Waterproof Action Camera Co-Engineered with Leica, Flagship 1/1.3\" Sensor and AI Noise Reduction for Unbeatable Image Quality, 4K120fps, 2.4\" Flip Screen & Advanced AI Features", "asin": "B0CKML3W6R", "price": "$299.99", "quantity": ""}], "comparison_items": [{"title": "DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube", "price": "$598.27"}, {"title": "DJI Osmo Pocket 3, Vlogging Camera with 1'' CMOS & 4K/120fps Video, 3-Axis Stabilization, Fast Focusing, Face/Object Tracking, 2\" Rotatable Touchscreen, Digital Camera for Photography, YouTube", "asin": "B0CG19QXWD", "price": "$619.00"}, {"title": "DJI Osmo Pocket 3 Creator Combo, Vlogging Camera, 4K/120fps Video, 3-Axis Stabilization, Mic Included for Clear Sound, Digital Camera for Photography Bundle with 64GB Memory Card, Card Reader", "asin": "B0DGX2P8KS", "price": "$829.00"}, {"title": "DJI Osmo Action 5 Pro Adventure Combo, Action Camera 4K with 1/1.3\" Sensor, 12h Extended Battery Life with 3 Batteries, Stabilization, Dual OLED Touchscreens, Mini Action Camera for Travel, Vlog", "asin": "B0DBR8HVZG", "price": "$449.99"}, {"title": "DJI Osmo Pocket 3 Creator Combo Gimbal Stabilizer with 1\u2032\u2032 CMOS & 4K/120fps Video, 3-Axis Stabilization Bundle with 10\" Hard EVA Case, 64GB Memory Card and 2 YR CPS Enhanced Protection Pack", "asin": "B0CLYX6F4H", "price": "$1,099.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T18:45:54.601Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T18:45:54.601Z\",\"action\": \"click\",\"acion_argument\": \"other\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T18:45:54.601Z\",\"action\": \"click\",\"acion_argument\": \"other\",}</answer>", "index": 1340, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"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\"search_term\": [{\"term\": \"dji osmo pocket 3\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0CLTVWWBX\"},\n{\"title\": \"DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube\"},\n{\"bullet_list\": \"Capture Stunning Footage - This vlogging camera features a 1-inch CMOS sensor and records in 4K resolution at an impressive 120fps. Capture breathtaking night views and sunsets with enhanced clarity. Effortlessly Frame Your Shots - Get the ideal composition with Osmo Pocket 3's expansive 2-inch touch screen that rotates for both horizontal and vertical shooting. Ultra-Steady Footage - Say goodbye to shaky videos! Osmo Pocket 3's advanced 3-axis mechanical stabilization delivers superb stability. Enjoy smooth footage while dancing, chasing pets, or vlogging. Create Captivating Vlogs With ActiveTrack 6.0 - Stay effortlessly in focus as you record on the go. Set Osmo Pocket 3 up on a tripod and jump, dance, or spin, but remain center-frame. Fast and Accurate Focusing - This vlogging camera locks onto your subject for sharp, clear footage. Whether filming action-packed scenes or still shots, it ensures every detail is captured. Unlock Advanced Color Grading - With D-Log M and 10-bit color depth, you can effortlessly record up to one billion colors and achieve stunning visual effects during post-production. Ideal for shooting sunrises and sunsets. DJI OsmoAudio - Pocket 3 can connect directly to two DJI Mic 2/Mic Mini transmitters, ensuring high-quality audio for vlogs, interviews, and livestreams while simplifying your gear and workflow. Includes the Osmo Pocket 3 starting set and the Osmo Pocket 3 Battery Handle. Film in 1080p/24fps for an additional hour and a half.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Canon PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black\", \"asin\": \"B0C5497S98\", \"price\": \"$399.00\", \"quantity\": \"\"},\n{\"title\": \"Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Handle, Built-in 5000mAh Battery, Reserved 1/4\\u201d Thread, 22.5W Fast Charging (1pcs)\", \"asin\": \"B0D5M5S1FG\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"AIROKA Original Osmo Pocket 3 Battery Handle for Osmo Pocket 3 Models (The Battery Handle Has A Built-in 950mAh Battery)\", \"asin\": \"B0CLXNHHNW\", \"price\": \"$75.99\", \"quantity\": \"\"},\n{\"title\": \"Original Osmo Pocket 3 Mini Tripod for DJI Pocket 3\\uff08The Mini Tripod is Equipped with a 1/4\\u2033-20 Screw for Expansion. It is Compact, Portable, and Convenient to fold Back\\uff09\", \"asin\": \"B0CLV2YDLY\", \"price\": \"$19.90\", \"quantity\": \"\"},\n{\"title\": \"Flymile Pocket 3 Case for DJI Osmo Pocket 3, Portable Storage Shoulder Bag,Travel & Daily Carry Handbag for DJI Osmo Pocket 3 Creator Combo Camera Accessories\", \"asin\": \"B0DNFGT6YL\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"Flymile Pocket 3 Silicone Cover & Lanyard, Protective Case Crossbody Strap for DJI OSMO Pocket 3 Accessories\", \"asin\": \"B0DR8VD5MF\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"ULANZI LM18 Vlogging Light Mini LED Action Camera Video Light Magnetic Photography Fill Lighting for DJI Osmo Action 3/4 Camera Cage Accessories and Ulanzi PK-06 Pocket 3/4 Expansion Adapter\", \"asin\": \"B0D4LX8YMT\", \"price\": \"$14.95\", \"quantity\": \"\"},\n{\"title\": \"ULANZI LM18 Vlogging Light Mini LED Action Camera Video Light Magnetic Photography Fill Lighting for DJI Osmo Action 3/4 Camera Cage Accessories and Ulanzi PK-06 Pocket 3/4 Expansion Adapter\", \"asin\": \"B0D4LX8YMT\", \"price\": \"$14.95\", \"quantity\": \"\"},\n{\"title\": \"Insta360 Ace Pro 2 Dual Battery Bundle -8K Waterproof Action Camera Co-Engineered with Leica, 1/1.3\\\" Sensor, Dual AI Chip, Leading Low Light, Superior Audio, Flip Screen & AI Editing\", \"asin\": \"B0DJW2QF43\", \"price\": \"$419.99\", \"quantity\": \"\"},\n{\"title\": \"ULANZI PK-04 Carrying Bag for DJI Osmo Pocket 3, Portable Storage Carry Case , Protective for DJI Osmo Pocket 3 Creator Combo Accessories B012\", \"asin\": \"B0CYH63V84\", \"price\": \"$19.95\", \"quantity\": \"\"},\n{\"title\": \"Skyreat Osmo Pocket 3 Case, Portable PU Storage Protective Bag for DJI Osmo Pocket 3 Creator Combo Accessories (Black)\", \"asin\": \"B0CLV2NJPM\", \"price\": \"$23.99\", \"quantity\": \"\"},\n{\"title\": \"Canon PowerShot V10 Camera, Content Creator Compact Vlogging Camera, Fixed 19mm Wide-Angle Lens, 4K Video, Face Detection, Built-in Microphone, Live Streaming, Built-in Stand, Black\", \"asin\": \"B0C5497S98\", \"price\": \"$399.00\", \"quantity\": \"\"},\n{\"title\": \"Battery Handle Compatible with DJI osmo Pocket 3, Portable osmo Pocket 3 Battery Ha...\", \"asin\": \"B0D5M5S1FG\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Insta360 Ace Pro - Waterproof Action Camera Co-Engineered with Leica, Flagship 1/1.3\\\" Sensor and AI Noise Reduction for Unbeatable Image Quality, 4K120fps, 2.4\\\" Flip Screen & Advanced AI Features\", \"asin\": \"B0CKML3W6R\", \"price\": \"$299.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"DJI Osmo Pocket 3 Power Expansion Combo, Vlogging Camera with Battery Handle for Over 4h of Recording Time, 1\\u2033 CMOS & 4K120 fps, 3-Axis Stabilization, Face/Object Tracking, Digital Camera for YouTube\", \"price\": \"$598.27\"},\n{\"title\": \"DJI Osmo Pocket 3, Vlogging Camera with 1'' CMOS & 4K/120fps Video, 3-Axis Stabilization, Fast Focusing, Face/Object Tracking, 2\\\" Rotatable Touchscreen, Digital Camera for Photography, YouTube\", \"asin\": \"B0CG19QXWD\", \"price\": \"$619.00\"},\n{\"title\": \"DJI Osmo Pocket 3 Creator Combo, Vlogging Camera, 4K/120fps Video, 3-Axis Stabilization, Mic Included for Clear Sound, Digital Camera for Photography Bundle with 64GB Memory Card, Card Reader\", \"asin\": \"B0DGX2P8KS\", \"price\": \"$829.00\"},\n{\"title\": \"DJI Osmo Action 5 Pro Adventure Combo, Action Camera 4K with 1/1.3\\\" Sensor, 12h Extended Battery Life with 3 Batteries, Stabilization, Dual OLED Touchscreens, Mini Action Camera for Travel, Vlog\", \"asin\": \"B0DBR8HVZG\", \"price\": \"$449.99\"},\n{\"title\": \"DJI Osmo Pocket 3 Creator Combo Gimbal Stabilizer with 1\\u2032\\u2032 CMOS & 4K/120fps Video, 3-Axis Stabilization Bundle with 10\\\" Hard EVA Case, 64GB Memory Card and 2 YR CPS Enhanced Protection Pack\", \"asin\": \"B0CLYX6F4H\", \"price\": \"$1,099.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T18:45:54.601Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:16:22.372Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:16:22.372Z	input	birthday ballon	rule	train	1,341	2025-04-05T20:16:22.372Z	input	birthday ballon	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} <\|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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:16:22.372Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:16:22.372Z\",\"action\": \"input\",\"acion_argument\": \"birthday ballon\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:16:22.372Z\",\"action\": \"input\",\"acion_argument\": \"birthday ballon\",}</answer>", "index": 1341, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:16:22.372Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\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\"search_term\": [{\"term\": \"birthday ballon\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:16:22.550Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:16:22.550Z	click	search	rule	train	1,342	2025-04-05T20:16:22.550Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} <\|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": "birthday ballon"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:16:22.550Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:16:22.550Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:16:22.550Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1342, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\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\"search_term\": [{\"term\": \"birthday ballon\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:16:22.550Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:16:42.265Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:16:42.265Z	input	birthday balloon white	rule	train	1,343	2025-04-05T20:16:42.265Z	input	birthday balloon white	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} <\|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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:16:42.265Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:16:42.265Z\",\"action\": \"input\",\"acion_argument\": \"birthday balloon white\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:16:42.265Z\",\"action\": \"input\",\"acion_argument\": \"birthday balloon white\",}</answer>", "index": 1343, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:16:42.265Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\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\"search_term\": [{\"term\": \"birthday balloon white\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Retro Blush Pink Balloons, 60 Packs 12 Inch Dusty Pink Metallic Chrome Rose Gold White Sand Nude Balloons for Bridal Baby Shower Girls Boho Birthday Wedding Decorations Supplies\", \"asin\": \"B0C7ZWZMVX\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Blue White Balloon Set, 60 Pcs 12 Inch Metallic Chrome Balloons Pearl Light for Baby Shower, Birthday, Bridal Wedding Party Decoration\", \"asin\": \"B0C77LNFB5\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold and White Balloons, 60Pcs Beige White Sand Metallic Gold Pearl White Balloons for Girls, Neutral Ivory White Gold Balloons for Women Birthday Boho Wedding Engagement Party Decorations\", \"asin\": \"B0C43MJZ8T\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Metal Happy Birthday Balloons Colorful Metallic Decorative Balloons Birthday Party Decor Room Decor House Decor For Wedding Birthday Anniversary Graduation Party Decorations Supplies\", \"asin\": \"B0D3D5BTGS\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"76pcs Happy Birthday Balloon Banner, Gold Balloons Letters, Personalized 16\\\" Mylar Foil Birthday Decorations includes 2 Sets A- Z, 1 set Number 0-9 and \\\"HAPPY BIRTHDAY\\\" letters (with Balloon Pump)\", \"asin\": \"B0BXLK5VS5\", \"price\": \"$21.99\", \"quantity\": \"\"},\n{\"title\": \"Blue Silver Balloons Set, 12 Inch Blue and Silver Balloons Dark Blue Party Balloons Metallic Blue Silver Latex Balloons Baby Blue Confetti Balloon for Birthday Graduations Baby Shower\", \"asin\": \"B0CPFJVGBC\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 16 inch \| Black Mylar Capital Foil Birthday Balloons Banner - Party Decorations for Men, Women\", \"asin\": \"B0DQZPQVD6\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Metal Happy Birthday Balloons Colorful Metallic Decorative Balloons Birthday Party Decor Room Decor House Decor For Wedding Birthday Anniversary Graduation Party Decorations Supplies\", \"asin\": \"B0D3D5BTGS\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"xo, Fetti Pink Birthday Balloon Set - 24 pk, 12\\\" \| Bachelorette Party Decorations, Bridal Shower, Birthday Party, Pastel Baby Shower, Engagement\", \"asin\": \"B09XTCL1TJ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"INPHER Birthday Cards Fireworks Pop Up Cake Light and Music Happy Birthday Gifts Decorations for Women, Men, Mom, Grandma\", \"asin\": \"B0BXT1PNSQ\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"50pcs 12inch Happy Birthday Balloons for Men&Women, Assorted Balloons for Party, Beautiful Flowers Printed Decoration (Birthday)\", \"asin\": \"B07DPVMXQZ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"xo, Fetti Silver Sparkle Foil Birthday Balloon - 6 pc \| Bday Party Decorations, Bachelorette, Anniversary, Graduation\", \"asin\": \"B09TD2HFJB\", \"price\": \"$9.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"PermaShine - Reusable and Helium Free Single Balloon Kit - Permanent Plastic Indoor and Outdoor Balloons.\\\" Rated 3.9 out of 5 stars by 104 reviews. Not eligible for Prime.\", \"asin\": \"B072M891W5\"},\n{\"title\": \"Go to detail page for \\\"PermaShine - Reusable and Helium Free Triple Balloon Bouquet - Permanent Plastic Indoor and Outdoor Balloons.\\\" Rated 4.2 out of 5 stars by 17 reviews. Not eligible for Prime.\", \"asin\": \"B07191757C\"},\n{\"title\": \"Go to detail page for \\\"PermaShine - Reusable and Helium Free Balloon Bouquet - Permanent Plastic Indoor and Outdoor Balloons.\\\" Rated 4.2 out of 5 stars by 211 reviews. Not eligible for Prime.\", \"asin\": \"B0727SDL3W\"}],\n\"search_results\": [{\"title\": \"13L Helium Tank for Balloons At Home Helium Balloon tank Up To 50 Latex Balloons\", \"asin\": \"B0DDKLFYL2\", \"price\": \"$56.99\", \"delivery\": \"FREE delivery Apr 11 - 14\"},\n{\"title\": \"Silver Happy Birthday Banner Balloon Aluminum Foil 16 Inch Letter,10 Inch Five Pointed Star Four Pointed Star Suitable for Kids, Men, Women, Boys and Girls Party Decoration Supplies\", \"asin\": \"B0CZSRYML8\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Gold Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters, Inflatable Party Decor and Birthday Decorations for Women, Men, Boys & Girls Kids and Adults, Reusable, Party Supplies\", \"asin\": \"B07GXQ4ZV2\", \"price\": \"$6.87\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"TONIFUL Black Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Halloween Party Supplies\", \"asin\": \"B086C8V9HM\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Pink Birthday Banner, 3D Mylar Foil Happy Birthday Balloons, 24pcs Birthday Party Decorations with 6pcs Star Balloons for Kids Girls Women Adults Ecofriendly Birthday Party Supplies\", \"asin\": \"B0BKSPZL59\", \"price\": \"$7.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Gold Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters, Inflatable Party Decor and Birthday Decorations for Women, Men, Boys & Girls Kids and Adults, Reusable, Party Supplies\", \"asin\": \"B07GXQ4ZV2\", \"price\": \"$6.87\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 120 Balloons Assorted Color 12 Inches Rainbow Latex Balloons, 12 Bright Color Party Balloons for Birthday Baby Shower Wedding Party Supplies Arch Garland\", \"asin\": \"B07WGXTKGY\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Colorful Party Balloons 100pcs 12inch Chrome Metallic Helium Balloons for Birthday Party Decoration and Arch Decoration Wedding Birthday Baby Shower Christmas Party\", \"asin\": \"B08FTLNBZ1\", \"price\": \"$9.98\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration\", \"asin\": \"B083QVS7VB\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Mr. Pen- Balloons, 12 Inch, 54 Pack, Vibrant Colors, Party Balloons\", \"asin\": \"B09JKN6ZSC\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Hallmark Paper Wonder Musical Pop Up Birthday Card (Mylar Balloon Explosion, Plays Happy Birthday)\", \"asin\": \"B09ND3YZJQ\", \"price\": \"$9.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"50 Pcs Happy Birthday Party Aluminum Foil Balloons and 1th Birthday Balloons, 18 Inch Round Aluminum Foil Balloon with\\\" Happy Birthday\\\" Sign, Birthday Decorations for Boys/Girls (1)\", \"asin\": \"B0DF54V763\", \"price\": \"$9.59\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Silver\", \"asin\": \"B0BTPMT2SP\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"JOYIN 150 Pcs White Balloons, Different Sizes 18 12 10 5 Inch White Latex Balloon Arch Kit with Instruction for Birthday Decoration Party Graduation Wedding Holiday\", \"asin\": \"B0DNJP79N3\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Blue Balloon Metallic Blue Balloons, 60Pcs 12Inch Chrome Blue Balloons Kit Macaron Baby Pearl Navy Blue Latex Balloons for Birthday Wedding Baby Shower Party Decoration\", \"asin\": \"B0CGM15P4L\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Balloon Big 39\\\" Foil Inflated Mylar Balloons Large Self-inflating Happy Bday Delivery Ballon Party Decoration Inflatable Ballons Supplies YAY\", \"asin\": \"B09XM8VLKD\", \"price\": \"$6.68\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations\", \"asin\": \"B086WTYTG8\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"50pcs 12inch Happy Birthday Balloons for Men&Women, Assorted Balloons for Party, Beautiful Flowers Printed Decoration (Birthday)\", \"asin\": \"B07DPVMXQZ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Fulmoon Set of 3 Pre Strung Older Wiser Hotter Glitter Banner Funny Birthday Banner for Women 30th 40th 50th 60th 70th 80th Birthday Party Decorations Sign Gift(Black)\", \"asin\": \"B0CB65CWJS\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 16 inch \| Black Mylar Capital Foil Birthday Balloons Banner - Party Decorations for Men, Women\", \"asin\": \"B0DQZPQVD6\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"INPHER Birthday Cards Fireworks Pop Up Cake Light and Music Happy Birthday Gifts Decorations for Women, Men, Mom, Grandma\", \"asin\": \"B0BXT1PNSQ\", \"price\": \"$13.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Zesliwy Black Gold Confetti Balloons 50 pack - 12 Inch Gold White and Black Confetti Balloons with Ribbons for Graduation Birthday Wedding Party Decorations\\u2026\", \"asin\": \"B08GJ9GLHH\", \"price\": \"$9.89\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 65 Pcs 12 Inches Sage Green Gold Confetti Balloons Kit, Green Gold Sand White Party Balloons with Ribbons for Tiana Birthday, Wedding, Baby Shower, Graduation, Eucalyptus Party Decorations\", \"asin\": \"B0BZ3M6SNB\", \"price\": \"$6.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \\\"Happy Birthday\\\" Printed for Kids Birthday Party Decoration\", \"asin\": \"B0892H3TXG\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Gold Happy Birthday Banner Balloon Aluminum Foil 16 Inch Letter,10 Inch Five Pointed Star Four Pointed Star Suitable for Kids, Men, Women, Boys and Girls Party Decoration Supplies\", \"asin\": \"B0CZSRW9GN\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Birthday Decoration Set Colorful Happy Birthday Banner Balloon,Star and Circle Mylar Foil Balloon for Girls Boys Kids & Adults Birthday Decorations and Party Supplies 5PCS\", \"asin\": \"B0C6M1S5GT\", \"price\": \"$6.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Anagram 27\\\" Happy Birthday Painted Flowers Foil Balloon, Multicolor\", \"asin\": \"B085F2DVL6\", \"price\": \"$8.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies\", \"asin\": \"B0BJZRS4KR\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Black\", \"asin\": \"B0BTPLGPZ6\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"TONIFUL Black Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Halloween Party Supplies\", \"asin\": \"B086C8V9HM\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Number 5 Balloon 40 Inch for 5th Birthday Decorations, 15 25 35 50 Mylar Big Navy Blue Foil Number Balloons for Wedding Anniversary Party Decor\", \"asin\": \"B0C2CJM1B8\", \"price\": \"$3.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Gold 2 Balloon, Number Balloon 40 Inch, Two Balloon Number Birthday Decorations, Second 2nd Birthday Party Supplies, Number 2 Balloon\", \"asin\": \"B0CJY3T7S7\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"50 Pieces Happy Birthday Party Aluminum Foil Balloons 18\\\" Foil Mylar Helium Balloon Round Inflatable Balloons for Birthday Parties Baby Shower Decorations Supplies\", \"asin\": \"B09PYZZPLJ\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Bezente Assorted Rainbow Latex Balloons, 100 Pack 12 inch Round Helium Bright Color Balloons for Birthday Baby Shower Wedding Party Decorations\", \"asin\": \"B0BZCHMVTK\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Pink Balloons Metallic Pink Balloon, 50Pcs 12Inch Hot Pink Chrome Pink Latex Balloons Baby Pink Balloons and Dark Magenta Pink Balloons for Birthday Baby Shower Princess Party Decorations\", \"asin\": \"B0CMZL1N52\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Balloon Garland Kit, Nude Pastel Pink Metallic Gold Matte White Balloons Gold and Rose Gold Confetti Balloons for Wedding Bridal Shower Princess Party Girl Birthday Baby Shower Decorations\", \"asin\": \"B0CGQZ87LZ\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"2pcs Happy Birthday Balloon Big 41\\\" Foil Inflated Mylar Balloons for Birthday Party Supplies Baby Shower Decorations\", \"asin\": \"B0BBZB4RPJ\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Toyland\\u00ae Pack Of 2-32 Inch Bluey Balloons - 1 x Bluey & 1 x Bingo Shaped Character Balloons\", \"asin\": \"B0BY2Y2872\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"pink birthday decorations for women \\uff0chappy birthday party decorations for girls\\uff0cpink Fringe Curtain\\uff0chappy birthday banner\\uff0chappy birthday balloons\\uff0chappy birthday balloon letters\", \"asin\": \"B0C417RSN7\", \"price\": \"$21.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Birthday Party Decorations, Happy Birthday Banner, Rose Gold Fringe Curtain, Heart Star Foil Confetti Balloons, Hanging Swirls for Women Girls Birthday Princess Party\", \"asin\": \"B08MZZPR81\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Party Balloon Birthday Balloons Sprinkles Confetti Balloon Pack - Ice Cream Sprinkle Balloons.(24PCS)\", \"asin\": \"B07XXSZGPT\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Party Balloons Foil \\u2013 38in 18in Large Mylar Helium Round Champagne Bottle and Champagne Glass Shaped Foil Birthday Balloons Decorations\", \"asin\": \"B0DSFVJMML\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pink and Purple Balloons, 50PCS 12 Inch Purple Pink Confetti Balloons, Metallic Purple Pink Latex Balloons with Ribbon, Party Balloons for Girls Birthday Baby Shower Wedding Party Decorations\", \"asin\": \"B0C9PMB3WY\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 36 Punch Balloons Punching Balloon Heavy Duty Party Favors For Kids, Bouncy Balls with Rubber Band Handle for Birthday Party, Goodie Bag, Stocking Stuffers for Kids\", \"asin\": \"B07SPC37YZ\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"PartyWoo Metallic Gold Balloons 50 pcs 12 Inch Chrome Gold Balloons for Graduation Baby Shower Gender Reveal Christmas Wedding New Year Anniversaries Birthday Party Decorations Gold-G101\", \"asin\": \"B0991XM8YL\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Anagram Sonic The Hedgehog Bouquet Balloons\", \"asin\": \"B0B5JWG4QC\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"KALOR Silver Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B07PQ3MRVV\", \"price\": \"$6.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 129pcs Metallic Gold Balloons Different Sizes 18 12 10 5 Inch, Latex Balloon Garland Arch Kit for Party Graduation Wedding Holiday Happy Birthday Decoration\", \"asin\": \"B09T6QFR2J\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"100 PCS Balloons, 12 Inch Assorted Colors Balloon & 10 Kinds of Color Balloons, Latex Baloons Bulk for Birthday, Baby Shower, Wedding, Family Party.\", \"asin\": \"B0CTMPNLJM\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"ANSOMO Sage Green Happy Birthday Party Decorations Retro Green Nude Ivory Dark Olive Kraft Paper Banner Balloons Neutral Rustic Boho Blush Safari Botanical Greenery Wild D\\u00e9cor Supplies Women Adults\", \"asin\": \"B0C9HQSGN7\", \"price\": \"$13.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Aluminum Foil Balloons (50-Pieces) Helium Floating Mylar Balloon Party Decoration Supplies - 18 Inches Round Inflatable Balloons\", \"asin\": \"B088F5G4NY\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Blue Silver Balloons Set, 12 Inch Blue and Silver Balloons Dark Blue Party Balloons Metallic Blue Silver Latex Balloons Baby Blue Confetti Balloon for Birthday Graduations Baby Shower\", \"asin\": \"B0CPFJVGBC\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"120Pcs Balloons Assorted Colors,12 Inch Latex Party Balloons for Birthday Party, Light Multi Color Balloons Rainbow Balloons for Wedding Baby Shower Supplies.(Assorted)\", \"asin\": \"B0BX38JXP3\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Thickened balloons, 120 PCS Balloons Assorted Colors, Latex Balloons for Kid's Birthday Party, Exquisite Rainbow Balloon, 12 Inches 12 Kinds of Rianbow Colorful Party Balloons Decorations.\", \"asin\": \"B087N6J7RY\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration\", \"asin\": \"B07W9K1R2K\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"110pcs Black Balloon 12 inch, Black Latex Balloons for Birthday Party Baby Shower Wedding(with 2 Ribbons).\", \"asin\": \"B0BZHHVYY9\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"100 Pcs UV Neon Balloons ,Neon Glow Party Balloons UV Black Light Balloons Glow in the dark for Birthday Decorations Wedding Glow Party Supplies Blacklight Reactive Fluorescent Balloons\", \"asin\": \"B0B42MM3FP\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"56 PCS Happy Birthday Balloons Happy Birthday Banner Silver and Black Balloons for Boys Men Girls Women 16th 18th 20th 21st 25th 30th 40th 50th 60th Birthday Party Decorations (Black)\", \"asin\": \"B0CYP55X2L\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Purple Pink Party Decorations for Women Girls With Happy Birthday Banner, Hanging Swirls, Tissue Paper Pompoms, Circle Dots Garland, Tassel Garland, Purple Balloons\", \"asin\": \"B0C8C699QC\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:16:42.509Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:16:42.509Z	click	search	rule	train	1,344	2025-04-05T20:16:42.509Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} <\|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": "birthday balloon white"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "promotion_items": [{"title": "Retro Blush Pink Balloons, 60 Packs 12 Inch Dusty Pink Metallic Chrome Rose Gold White Sand Nude Balloons for Bridal Baby Shower Girls Boho Birthday Wedding Decorations Supplies", "asin": "B0C7ZWZMVX", "price": "$9.99", "quantity": ""}, {"title": "Blue White Balloon Set, 60 Pcs 12 Inch Metallic Chrome Balloons Pearl Light for Baby Shower, Birthday, Bridal Wedding Party Decoration", "asin": "B0C77LNFB5", "price": "$7.99", "quantity": ""}, {"title": "Champagne Gold and White Balloons, 60Pcs Beige White Sand Metallic Gold Pearl White Balloons for Girls, Neutral Ivory White Gold Balloons for Women Birthday Boho Wedding Engagement Party Decorations", "asin": "B0C43MJZ8T", "price": "$9.99", "quantity": ""}, {"title": "Metal Happy Birthday Balloons Colorful Metallic Decorative Balloons Birthday Party Decor Room Decor House Decor For Wedding Birthday Anniversary Graduation Party Decorations Supplies", "asin": "B0D3D5BTGS", "price": "$8.99", "quantity": ""}, {"title": "76pcs Happy Birthday Balloon Banner, Gold Balloons Letters, Personalized 16\" Mylar Foil Birthday Decorations includes 2 Sets A- Z, 1 set Number 0-9 and \"HAPPY BIRTHDAY\" letters (with Balloon Pump)", "asin": "B0BXLK5VS5", "price": "$21.99", "quantity": ""}, {"title": "Blue Silver Balloons Set, 12 Inch Blue and Silver Balloons Dark Blue Party Balloons Metallic Blue Silver Latex Balloons Baby Blue Confetti Balloon for Birthday Graduations Baby Shower", "asin": "B0CPFJVGBC", "price": "$8.99", "quantity": ""}, {"title": "HOUSE OF PARTY Happy Birthday Balloon - 16 inch \| Black Mylar Capital Foil Birthday Balloons Banner - Party Decorations for Men, Women", "asin": "B0DQZPQVD6", "price": "$6.99", "quantity": ""}, {"title": "Metal Happy Birthday Balloons Colorful Metallic Decorative Balloons Birthday Party Decor Room Decor House Decor For Wedding Birthday Anniversary Graduation Party Decorations Supplies", "asin": "B0D3D5BTGS", "price": "$8.99", "quantity": ""}, {"title": "xo, Fetti Pink Birthday Balloon Set - 24 pk, 12\" \| Bachelorette Party Decorations, Bridal Shower, Birthday Party, Pastel Baby Shower, Engagement", "asin": "B09XTCL1TJ", "price": "$9.99", "quantity": ""}, {"title": "INPHER Birthday Cards Fireworks Pop Up Cake Light and Music Happy Birthday Gifts Decorations for Women, Men, Mom, Grandma", "asin": "B0BXT1PNSQ", "price": "$13.99", "quantity": ""}, {"title": "50pcs 12inch Happy Birthday Balloons for Men&Women, Assorted Balloons for Party, Beautiful Flowers Printed Decoration (Birthday)", "asin": "B07DPVMXQZ", "price": "$9.99", "quantity": ""}, {"title": "xo, Fetti Silver Sparkle Foil Birthday Balloon - 6 pc \| Bday Party Decorations, Bachelorette, Anniversary, Graduation", "asin": "B09TD2HFJB", "price": "$9.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"PermaShine - Reusable and Helium Free Single Balloon Kit - Permanent Plastic Indoor and Outdoor Balloons.\" Rated 3.9 out of 5 stars by 104 reviews. Not eligible for Prime.", "asin": "B072M891W5"}, {"title": "Go to detail page for \"PermaShine - Reusable and Helium Free Triple Balloon Bouquet - Permanent Plastic Indoor and Outdoor Balloons.\" Rated 4.2 out of 5 stars by 17 reviews. Not eligible for Prime.", "asin": "B07191757C"}, {"title": "Go to detail page for \"PermaShine - Reusable and Helium Free Balloon Bouquet - Permanent Plastic Indoor and Outdoor Balloons.\" Rated 4.2 out of 5 stars by 211 reviews. Not eligible for Prime.", "asin": "B0727SDL3W"}], "search_results": [{"title": "13L Helium Tank for Balloons At Home Helium Balloon tank Up To 50 Latex Balloons", "asin": "B0DDKLFYL2", "price": "$56.99", "delivery": "FREE delivery Apr 11 - 14"}, {"title": "Silver Happy Birthday Banner Balloon Aluminum Foil 16 Inch Letter,10 Inch Five Pointed Star Four Pointed Star Suitable for Kids, Men, Women, Boys and Girls Party Decoration Supplies", "asin": "B0CZSRYML8", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Gold Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters, Inflatable Party Decor and Birthday Decorations for Women, Men, Boys & Girls Kids and Adults, Reusable, Party Supplies", "asin": "B07GXQ4ZV2", "price": "$6.87", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "TONIFUL Black Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Halloween Party Supplies", "asin": "B086C8V9HM", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Pink Birthday Banner, 3D Mylar Foil Happy Birthday Balloons, 24pcs Birthday Party Decorations with 6pcs Star Balloons for Kids Girls Women Adults Ecofriendly Birthday Party Supplies", "asin": "B0BKSPZL59", "price": "$7.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Gold Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters, Inflatable Party Decor and Birthday Decorations for Women, Men, Boys & Girls Kids and Adults, Reusable, Party Supplies", "asin": "B07GXQ4ZV2", "price": "$6.87", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "RUBFAC 120 Balloons Assorted Color 12 Inches Rainbow Latex Balloons, 12 Bright Color Party Balloons for Birthday Baby Shower Wedding Party Supplies Arch Garland", "asin": "B07WGXTKGY", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Colorful Party Balloons 100pcs 12inch Chrome Metallic Helium Balloons for Birthday Party Decoration and Arch Decoration Wedding Birthday Baby Shower Christmas Party", "asin": "B08FTLNBZ1", "price": "$9.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration", "asin": "B083QVS7VB", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Mr. Pen- Balloons, 12 Inch, 54 Pack, Vibrant Colors, Party Balloons", "asin": "B09JKN6ZSC", "price": "$5.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Hallmark Paper Wonder Musical Pop Up Birthday Card (Mylar Balloon Explosion, Plays Happy Birthday)", "asin": "B09ND3YZJQ", "price": "$9.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "50 Pcs Happy Birthday Party Aluminum Foil Balloons and 1th Birthday Balloons, 18 Inch Round Aluminum Foil Balloon with\" Happy Birthday\" Sign, Birthday Decorations for Boys/Girls (1)", "asin": "B0DF54V763", "price": "$9.59", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1", "asin": "B0BFW2LDHD", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Silver", "asin": "B0BTPMT2SP", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "JOYIN 150 Pcs White Balloons, Different Sizes 18 12 10 5 Inch White Latex Balloon Arch Kit with Instruction for Birthday Decoration Party Graduation Wedding Holiday", "asin": "B0DNJP79N3", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Blue Balloon Metallic Blue Balloons, 60Pcs 12Inch Chrome Blue Balloons Kit Macaron Baby Pearl Navy Blue Latex Balloons for Birthday Wedding Baby Shower Party Decoration", "asin": "B0CGM15P4L", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Happy Birthday Balloon Big 39\" Foil Inflated Mylar Balloons Large Self-inflating Happy Bday Delivery Ballon Party Decoration Inflatable Ballons Supplies YAY", "asin": "B09XM8VLKD", "price": "$6.68", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations", "asin": "B086WTYTG8", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "50pcs 12inch Happy Birthday Balloons for Men&Women, Assorted Balloons for Party, Beautiful Flowers Printed Decoration (Birthday)", "asin": "B07DPVMXQZ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Fulmoon Set of 3 Pre Strung Older Wiser Hotter Glitter Banner Funny Birthday Banner for Women 30th 40th 50th 60th 70th 80th Birthday Party Decorations Sign Gift(Black)", "asin": "B0CB65CWJS", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "HOUSE OF PARTY Happy Birthday Balloon - 16 inch \| Black Mylar Capital Foil Birthday Balloons Banner - Party Decorations for Men, Women", "asin": "B0DQZPQVD6", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "INPHER Birthday Cards Fireworks Pop Up Cake Light and Music Happy Birthday Gifts Decorations for Women, Men, Mom, Grandma", "asin": "B0BXT1PNSQ", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Zesliwy Black Gold Confetti Balloons 50 pack - 12 Inch Gold White and Black Confetti Balloons with Ribbons for Graduation Birthday Wedding Party Decorations\u2026", "asin": "B08GJ9GLHH", "price": "$9.89", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "RUBFAC 65 Pcs 12 Inches Sage Green Gold Confetti Balloons Kit, Green Gold Sand White Party Balloons with Ribbons for Tiana Birthday, Wedding, Baby Shower, Graduation, Eucalyptus Party Decorations", "asin": "B0BZ3M6SNB", "price": "$6.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \"Happy Birthday\" Printed for Kids Birthday Party Decoration", "asin": "B0892H3TXG", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Gold Happy Birthday Banner Balloon Aluminum Foil 16 Inch Letter,10 Inch Five Pointed Star Four Pointed Star Suitable for Kids, Men, Women, Boys and Girls Party Decoration Supplies", "asin": "B0CZSRW9GN", "price": "$5.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Birthday Decoration Set Colorful Happy Birthday Banner Balloon,Star and Circle Mylar Foil Balloon for Girls Boys Kids & Adults Birthday Decorations and Party Supplies 5PCS", "asin": "B0C6M1S5GT", "price": "$6.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Anagram 27\" Happy Birthday Painted Flowers Foil Balloon, Multicolor", "asin": "B085F2DVL6", "price": "$8.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies", "asin": "B0BJZRS4KR", "price": "$5.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Black", "asin": "B0BTPLGPZ6", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "TONIFUL Black Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Halloween Party Supplies", "asin": "B086C8V9HM", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Number 5 Balloon 40 Inch for 5th Birthday Decorations, 15 25 35 50 Mylar Big Navy Blue Foil Number Balloons for Wedding Anniversary Party Decor", "asin": "B0C2CJM1B8", "price": "$3.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Gold 2 Balloon, Number Balloon 40 Inch, Two Balloon Number Birthday Decorations, Second 2nd Birthday Party Supplies, Number 2 Balloon", "asin": "B0CJY3T7S7", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "50 Pieces Happy Birthday Party Aluminum Foil Balloons 18\" Foil Mylar Helium Balloon Round Inflatable Balloons for Birthday Parties Baby Shower Decorations Supplies", "asin": "B09PYZZPLJ", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Bezente Assorted Rainbow Latex Balloons, 100 Pack 12 inch Round Helium Bright Color Balloons for Birthday Baby Shower Wedding Party Decorations", "asin": "B0BZCHMVTK", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Pink Balloons Metallic Pink Balloon, 50Pcs 12Inch Hot Pink Chrome Pink Latex Balloons Baby Pink Balloons and Dark Magenta Pink Balloons for Birthday Baby Shower Princess Party Decorations", "asin": "B0CMZL1N52", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Rose Gold Balloon Garland Kit, Nude Pastel Pink Metallic Gold Matte White Balloons Gold and Rose Gold Confetti Balloons for Wedding Bridal Shower Princess Party Girl Birthday Baby Shower Decorations", "asin": "B0CGQZ87LZ", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "2pcs Happy Birthday Balloon Big 41\" Foil Inflated Mylar Balloons for Birthday Party Supplies Baby Shower Decorations", "asin": "B0BBZB4RPJ", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Toyland\u00ae Pack Of 2-32 Inch Bluey Balloons - 1 x Bluey & 1 x Bingo Shaped Character Balloons", "asin": "B0BY2Y2872", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "pink birthday decorations for women \uff0chappy birthday party decorations for girls\uff0cpink Fringe Curtain\uff0chappy birthday banner\uff0chappy birthday balloons\uff0chappy birthday balloon letters", "asin": "B0C417RSN7", "price": "$21.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Rose Gold Birthday Party Decorations, Happy Birthday Banner, Rose Gold Fringe Curtain, Heart Star Foil Confetti Balloons, Hanging Swirls for Women Girls Birthday Princess Party", "asin": "B08MZZPR81", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Party Balloon Birthday Balloons Sprinkles Confetti Balloon Pack - Ice Cream Sprinkle Balloons.(24PCS)", "asin": "B07XXSZGPT", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Happy Birthday Party Balloons Foil \u2013 38in 18in Large Mylar Helium Round Champagne Bottle and Champagne Glass Shaped Foil Birthday Balloons Decorations", "asin": "B0DSFVJMML", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pink and Purple Balloons, 50PCS 12 Inch Purple Pink Confetti Balloons, Metallic Purple Pink Latex Balloons with Ribbon, Party Balloons for Girls Birthday Baby Shower Wedding Party Decorations", "asin": "B0C9PMB3WY", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "RUBFAC 36 Punch Balloons Punching Balloon Heavy Duty Party Favors For Kids, Bouncy Balls with Rubber Band Handle for Birthday Party, Goodie Bag, Stocking Stuffers for Kids", "asin": "B07SPC37YZ", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "PartyWoo Metallic Gold Balloons 50 pcs 12 Inch Chrome Gold Balloons for Graduation Baby Shower Gender Reveal Christmas Wedding New Year Anniversaries Birthday Party Decorations Gold-G101", "asin": "B0991XM8YL", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Anagram Sonic The Hedgehog Bouquet Balloons", "asin": "B0B5JWG4QC", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "KALOR Silver Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies", "asin": "B07PQ3MRVV", "price": "$6.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "RUBFAC 129pcs Metallic Gold Balloons Different Sizes 18 12 10 5 Inch, Latex Balloon Garland Arch Kit for Party Graduation Wedding Holiday Happy Birthday Decoration", "asin": "B09T6QFR2J", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "100 PCS Balloons, 12 Inch Assorted Colors Balloon & 10 Kinds of Color Balloons, Latex Baloons Bulk for Birthday, Baby Shower, Wedding, Family Party.", "asin": "B0CTMPNLJM", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "ANSOMO Sage Green Happy Birthday Party Decorations Retro Green Nude Ivory Dark Olive Kraft Paper Banner Balloons Neutral Rustic Boho Blush Safari Botanical Greenery Wild D\u00e9cor Supplies Women Adults", "asin": "B0C9HQSGN7", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Happy Birthday Aluminum Foil Balloons (50-Pieces) Helium Floating Mylar Balloon Party Decoration Supplies - 18 Inches Round Inflatable Balloons", "asin": "B088F5G4NY", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Blue Silver Balloons Set, 12 Inch Blue and Silver Balloons Dark Blue Party Balloons Metallic Blue Silver Latex Balloons Baby Blue Confetti Balloon for Birthday Graduations Baby Shower", "asin": "B0CPFJVGBC", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "120Pcs Balloons Assorted Colors,12 Inch Latex Party Balloons for Birthday Party, Light Multi Color Balloons Rainbow Balloons for Wedding Baby Shower Supplies.(Assorted)", "asin": "B0BX38JXP3", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Thickened balloons, 120 PCS Balloons Assorted Colors, Latex Balloons for Kid's Birthday Party, Exquisite Rainbow Balloon, 12 Inches 12 Kinds of Rianbow Colorful Party Balloons Decorations.", "asin": "B087N6J7RY", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration", "asin": "B07W9K1R2K", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "110pcs Black Balloon 12 inch, Black Latex Balloons for Birthday Party Baby Shower Wedding(with 2 Ribbons).", "asin": "B0BZHHVYY9", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "100 Pcs UV Neon Balloons ,Neon Glow Party Balloons UV Black Light Balloons Glow in the dark for Birthday Decorations Wedding Glow Party Supplies Blacklight Reactive Fluorescent Balloons", "asin": "B0B42MM3FP", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "56 PCS Happy Birthday Balloons Happy Birthday Banner Silver and Black Balloons for Boys Men Girls Women 16th 18th 20th 21st 25th 30th 40th 50th 60th Birthday Party Decorations (Black)", "asin": "B0CYP55X2L", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Purple Pink Party Decorations for Women Girls With Happy Birthday Banner, Hanging Swirls, Tissue Paper Pompoms, Circle Dots Garland, Tassel Garland, Purple Balloons", "asin": "B0C8C699QC", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:16:42.509Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:16:42.509Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:16:42.509Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1344, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\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\"search_term\": [{\"term\": \"birthday balloon white\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Retro Blush Pink Balloons, 60 Packs 12 Inch Dusty Pink Metallic Chrome Rose Gold White Sand Nude Balloons for Bridal Baby Shower Girls Boho Birthday Wedding Decorations Supplies\", \"asin\": \"B0C7ZWZMVX\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Blue White Balloon Set, 60 Pcs 12 Inch Metallic Chrome Balloons Pearl Light for Baby Shower, Birthday, Bridal Wedding Party Decoration\", \"asin\": \"B0C77LNFB5\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold and White Balloons, 60Pcs Beige White Sand Metallic Gold Pearl White Balloons for Girls, Neutral Ivory White Gold Balloons for Women Birthday Boho Wedding Engagement Party Decorations\", \"asin\": \"B0C43MJZ8T\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Metal Happy Birthday Balloons Colorful Metallic Decorative Balloons Birthday Party Decor Room Decor House Decor For Wedding Birthday Anniversary Graduation Party Decorations Supplies\", \"asin\": \"B0D3D5BTGS\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"76pcs Happy Birthday Balloon Banner, Gold Balloons Letters, Personalized 16\\\" Mylar Foil Birthday Decorations includes 2 Sets A- Z, 1 set Number 0-9 and \\\"HAPPY BIRTHDAY\\\" letters (with Balloon Pump)\", \"asin\": \"B0BXLK5VS5\", \"price\": \"$21.99\", \"quantity\": \"\"},\n{\"title\": \"Blue Silver Balloons Set, 12 Inch Blue and Silver Balloons Dark Blue Party Balloons Metallic Blue Silver Latex Balloons Baby Blue Confetti Balloon for Birthday Graduations Baby Shower\", \"asin\": \"B0CPFJVGBC\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 16 inch \| Black Mylar Capital Foil Birthday Balloons Banner - Party Decorations for Men, Women\", \"asin\": \"B0DQZPQVD6\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Metal Happy Birthday Balloons Colorful Metallic Decorative Balloons Birthday Party Decor Room Decor House Decor For Wedding Birthday Anniversary Graduation Party Decorations Supplies\", \"asin\": \"B0D3D5BTGS\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"xo, Fetti Pink Birthday Balloon Set - 24 pk, 12\\\" \| Bachelorette Party Decorations, Bridal Shower, Birthday Party, Pastel Baby Shower, Engagement\", \"asin\": \"B09XTCL1TJ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"INPHER Birthday Cards Fireworks Pop Up Cake Light and Music Happy Birthday Gifts Decorations for Women, Men, Mom, Grandma\", \"asin\": \"B0BXT1PNSQ\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"50pcs 12inch Happy Birthday Balloons for Men&Women, Assorted Balloons for Party, Beautiful Flowers Printed Decoration (Birthday)\", \"asin\": \"B07DPVMXQZ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"xo, Fetti Silver Sparkle Foil Birthday Balloon - 6 pc \| Bday Party Decorations, Bachelorette, Anniversary, Graduation\", \"asin\": \"B09TD2HFJB\", \"price\": \"$9.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"PermaShine - Reusable and Helium Free Single Balloon Kit - Permanent Plastic Indoor and Outdoor Balloons.\\\" Rated 3.9 out of 5 stars by 104 reviews. Not eligible for Prime.\", \"asin\": \"B072M891W5\"},\n{\"title\": \"Go to detail page for \\\"PermaShine - Reusable and Helium Free Triple Balloon Bouquet - Permanent Plastic Indoor and Outdoor Balloons.\\\" Rated 4.2 out of 5 stars by 17 reviews. Not eligible for Prime.\", \"asin\": \"B07191757C\"},\n{\"title\": \"Go to detail page for \\\"PermaShine - Reusable and Helium Free Balloon Bouquet - Permanent Plastic Indoor and Outdoor Balloons.\\\" Rated 4.2 out of 5 stars by 211 reviews. Not eligible for Prime.\", \"asin\": \"B0727SDL3W\"}],\n\"search_results\": [{\"title\": \"13L Helium Tank for Balloons At Home Helium Balloon tank Up To 50 Latex Balloons\", \"asin\": \"B0DDKLFYL2\", \"price\": \"$56.99\", \"delivery\": \"FREE delivery Apr 11 - 14\"},\n{\"title\": \"Silver Happy Birthday Banner Balloon Aluminum Foil 16 Inch Letter,10 Inch Five Pointed Star Four Pointed Star Suitable for Kids, Men, Women, Boys and Girls Party Decoration Supplies\", \"asin\": \"B0CZSRYML8\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Gold Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters, Inflatable Party Decor and Birthday Decorations for Women, Men, Boys & Girls Kids and Adults, Reusable, Party Supplies\", \"asin\": \"B07GXQ4ZV2\", \"price\": \"$6.87\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"TONIFUL Black Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Halloween Party Supplies\", \"asin\": \"B086C8V9HM\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Pink Birthday Banner, 3D Mylar Foil Happy Birthday Balloons, 24pcs Birthday Party Decorations with 6pcs Star Balloons for Kids Girls Women Adults Ecofriendly Birthday Party Supplies\", \"asin\": \"B0BKSPZL59\", \"price\": \"$7.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Gold Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters, Inflatable Party Decor and Birthday Decorations for Women, Men, Boys & Girls Kids and Adults, Reusable, Party Supplies\", \"asin\": \"B07GXQ4ZV2\", \"price\": \"$6.87\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 120 Balloons Assorted Color 12 Inches Rainbow Latex Balloons, 12 Bright Color Party Balloons for Birthday Baby Shower Wedding Party Supplies Arch Garland\", \"asin\": \"B07WGXTKGY\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Colorful Party Balloons 100pcs 12inch Chrome Metallic Helium Balloons for Birthday Party Decoration and Arch Decoration Wedding Birthday Baby Shower Christmas Party\", \"asin\": \"B08FTLNBZ1\", \"price\": \"$9.98\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration\", \"asin\": \"B083QVS7VB\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Mr. Pen- Balloons, 12 Inch, 54 Pack, Vibrant Colors, Party Balloons\", \"asin\": \"B09JKN6ZSC\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Hallmark Paper Wonder Musical Pop Up Birthday Card (Mylar Balloon Explosion, Plays Happy Birthday)\", \"asin\": \"B09ND3YZJQ\", \"price\": \"$9.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"50 Pcs Happy Birthday Party Aluminum Foil Balloons and 1th Birthday Balloons, 18 Inch Round Aluminum Foil Balloon with\\\" Happy Birthday\\\" Sign, Birthday Decorations for Boys/Girls (1)\", \"asin\": \"B0DF54V763\", \"price\": \"$9.59\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Silver\", \"asin\": \"B0BTPMT2SP\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"JOYIN 150 Pcs White Balloons, Different Sizes 18 12 10 5 Inch White Latex Balloon Arch Kit with Instruction for Birthday Decoration Party Graduation Wedding Holiday\", \"asin\": \"B0DNJP79N3\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Blue Balloon Metallic Blue Balloons, 60Pcs 12Inch Chrome Blue Balloons Kit Macaron Baby Pearl Navy Blue Latex Balloons for Birthday Wedding Baby Shower Party Decoration\", \"asin\": \"B0CGM15P4L\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Balloon Big 39\\\" Foil Inflated Mylar Balloons Large Self-inflating Happy Bday Delivery Ballon Party Decoration Inflatable Ballons Supplies YAY\", \"asin\": \"B09XM8VLKD\", \"price\": \"$6.68\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations\", \"asin\": \"B086WTYTG8\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"50pcs 12inch Happy Birthday Balloons for Men&Women, Assorted Balloons for Party, Beautiful Flowers Printed Decoration (Birthday)\", \"asin\": \"B07DPVMXQZ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Fulmoon Set of 3 Pre Strung Older Wiser Hotter Glitter Banner Funny Birthday Banner for Women 30th 40th 50th 60th 70th 80th Birthday Party Decorations Sign Gift(Black)\", \"asin\": \"B0CB65CWJS\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 16 inch \| Black Mylar Capital Foil Birthday Balloons Banner - Party Decorations for Men, Women\", \"asin\": \"B0DQZPQVD6\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"INPHER Birthday Cards Fireworks Pop Up Cake Light and Music Happy Birthday Gifts Decorations for Women, Men, Mom, Grandma\", \"asin\": \"B0BXT1PNSQ\", \"price\": \"$13.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Zesliwy Black Gold Confetti Balloons 50 pack - 12 Inch Gold White and Black Confetti Balloons with Ribbons for Graduation Birthday Wedding Party Decorations\\u2026\", \"asin\": \"B08GJ9GLHH\", \"price\": \"$9.89\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 65 Pcs 12 Inches Sage Green Gold Confetti Balloons Kit, Green Gold Sand White Party Balloons with Ribbons for Tiana Birthday, Wedding, Baby Shower, Graduation, Eucalyptus Party Decorations\", \"asin\": \"B0BZ3M6SNB\", \"price\": \"$6.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \\\"Happy Birthday\\\" Printed for Kids Birthday Party Decoration\", \"asin\": \"B0892H3TXG\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Gold Happy Birthday Banner Balloon Aluminum Foil 16 Inch Letter,10 Inch Five Pointed Star Four Pointed Star Suitable for Kids, Men, Women, Boys and Girls Party Decoration Supplies\", \"asin\": \"B0CZSRW9GN\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Birthday Decoration Set Colorful Happy Birthday Banner Balloon,Star and Circle Mylar Foil Balloon for Girls Boys Kids & Adults Birthday Decorations and Party Supplies 5PCS\", \"asin\": \"B0C6M1S5GT\", \"price\": \"$6.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Anagram 27\\\" Happy Birthday Painted Flowers Foil Balloon, Multicolor\", \"asin\": \"B085F2DVL6\", \"price\": \"$8.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies\", \"asin\": \"B0BJZRS4KR\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Black\", \"asin\": \"B0BTPLGPZ6\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"TONIFUL Black Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Halloween Party Supplies\", \"asin\": \"B086C8V9HM\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Number 5 Balloon 40 Inch for 5th Birthday Decorations, 15 25 35 50 Mylar Big Navy Blue Foil Number Balloons for Wedding Anniversary Party Decor\", \"asin\": \"B0C2CJM1B8\", \"price\": \"$3.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Gold 2 Balloon, Number Balloon 40 Inch, Two Balloon Number Birthday Decorations, Second 2nd Birthday Party Supplies, Number 2 Balloon\", \"asin\": \"B0CJY3T7S7\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"50 Pieces Happy Birthday Party Aluminum Foil Balloons 18\\\" Foil Mylar Helium Balloon Round Inflatable Balloons for Birthday Parties Baby Shower Decorations Supplies\", \"asin\": \"B09PYZZPLJ\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Bezente Assorted Rainbow Latex Balloons, 100 Pack 12 inch Round Helium Bright Color Balloons for Birthday Baby Shower Wedding Party Decorations\", \"asin\": \"B0BZCHMVTK\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Pink Balloons Metallic Pink Balloon, 50Pcs 12Inch Hot Pink Chrome Pink Latex Balloons Baby Pink Balloons and Dark Magenta Pink Balloons for Birthday Baby Shower Princess Party Decorations\", \"asin\": \"B0CMZL1N52\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Balloon Garland Kit, Nude Pastel Pink Metallic Gold Matte White Balloons Gold and Rose Gold Confetti Balloons for Wedding Bridal Shower Princess Party Girl Birthday Baby Shower Decorations\", \"asin\": \"B0CGQZ87LZ\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"2pcs Happy Birthday Balloon Big 41\\\" Foil Inflated Mylar Balloons for Birthday Party Supplies Baby Shower Decorations\", \"asin\": \"B0BBZB4RPJ\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Toyland\\u00ae Pack Of 2-32 Inch Bluey Balloons - 1 x Bluey & 1 x Bingo Shaped Character Balloons\", \"asin\": \"B0BY2Y2872\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"pink birthday decorations for women \\uff0chappy birthday party decorations for girls\\uff0cpink Fringe Curtain\\uff0chappy birthday banner\\uff0chappy birthday balloons\\uff0chappy birthday balloon letters\", \"asin\": \"B0C417RSN7\", \"price\": \"$21.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Birthday Party Decorations, Happy Birthday Banner, Rose Gold Fringe Curtain, Heart Star Foil Confetti Balloons, Hanging Swirls for Women Girls Birthday Princess Party\", \"asin\": \"B08MZZPR81\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Party Balloon Birthday Balloons Sprinkles Confetti Balloon Pack - Ice Cream Sprinkle Balloons.(24PCS)\", \"asin\": \"B07XXSZGPT\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Party Balloons Foil \\u2013 38in 18in Large Mylar Helium Round Champagne Bottle and Champagne Glass Shaped Foil Birthday Balloons Decorations\", \"asin\": \"B0DSFVJMML\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pink and Purple Balloons, 50PCS 12 Inch Purple Pink Confetti Balloons, Metallic Purple Pink Latex Balloons with Ribbon, Party Balloons for Girls Birthday Baby Shower Wedding Party Decorations\", \"asin\": \"B0C9PMB3WY\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 36 Punch Balloons Punching Balloon Heavy Duty Party Favors For Kids, Bouncy Balls with Rubber Band Handle for Birthday Party, Goodie Bag, Stocking Stuffers for Kids\", \"asin\": \"B07SPC37YZ\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"PartyWoo Metallic Gold Balloons 50 pcs 12 Inch Chrome Gold Balloons for Graduation Baby Shower Gender Reveal Christmas Wedding New Year Anniversaries Birthday Party Decorations Gold-G101\", \"asin\": \"B0991XM8YL\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Anagram Sonic The Hedgehog Bouquet Balloons\", \"asin\": \"B0B5JWG4QC\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"KALOR Silver Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B07PQ3MRVV\", \"price\": \"$6.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 129pcs Metallic Gold Balloons Different Sizes 18 12 10 5 Inch, Latex Balloon Garland Arch Kit for Party Graduation Wedding Holiday Happy Birthday Decoration\", \"asin\": \"B09T6QFR2J\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"100 PCS Balloons, 12 Inch Assorted Colors Balloon & 10 Kinds of Color Balloons, Latex Baloons Bulk for Birthday, Baby Shower, Wedding, Family Party.\", \"asin\": \"B0CTMPNLJM\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"ANSOMO Sage Green Happy Birthday Party Decorations Retro Green Nude Ivory Dark Olive Kraft Paper Banner Balloons Neutral Rustic Boho Blush Safari Botanical Greenery Wild D\\u00e9cor Supplies Women Adults\", \"asin\": \"B0C9HQSGN7\", \"price\": \"$13.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Aluminum Foil Balloons (50-Pieces) Helium Floating Mylar Balloon Party Decoration Supplies - 18 Inches Round Inflatable Balloons\", \"asin\": \"B088F5G4NY\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Blue Silver Balloons Set, 12 Inch Blue and Silver Balloons Dark Blue Party Balloons Metallic Blue Silver Latex Balloons Baby Blue Confetti Balloon for Birthday Graduations Baby Shower\", \"asin\": \"B0CPFJVGBC\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"120Pcs Balloons Assorted Colors,12 Inch Latex Party Balloons for Birthday Party, Light Multi Color Balloons Rainbow Balloons for Wedding Baby Shower Supplies.(Assorted)\", \"asin\": \"B0BX38JXP3\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Thickened balloons, 120 PCS Balloons Assorted Colors, Latex Balloons for Kid's Birthday Party, Exquisite Rainbow Balloon, 12 Inches 12 Kinds of Rianbow Colorful Party Balloons Decorations.\", \"asin\": \"B087N6J7RY\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration\", \"asin\": \"B07W9K1R2K\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"110pcs Black Balloon 12 inch, Black Latex Balloons for Birthday Party Baby Shower Wedding(with 2 Ribbons).\", \"asin\": \"B0BZHHVYY9\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"100 Pcs UV Neon Balloons ,Neon Glow Party Balloons UV Black Light Balloons Glow in the dark for Birthday Decorations Wedding Glow Party Supplies Blacklight Reactive Fluorescent Balloons\", \"asin\": \"B0B42MM3FP\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"56 PCS Happy Birthday Balloons Happy Birthday Banner Silver and Black Balloons for Boys Men Girls Women 16th 18th 20th 21st 25th 30th 40th 50th 60th Birthday Party Decorations (Black)\", \"asin\": \"B0CYP55X2L\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Purple Pink Party Decorations for Women Girls With Happy Birthday Banner, Hanging Swirls, Tissue Paper Pompoms, Circle Dots Garland, Tassel Garland, Purple Balloons\", \"asin\": \"B0C8C699QC\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:16:42.509Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"birthday balloon white\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"23pcs Birthday Balloons Banner, 3D Silver Premium Mylar Foil Ecofriendly Letter Happy Birthday Banner with 5pcs Star Balloons Kits for Kids Boys Men Adults Birthday Party Decorations\", \"asin\": \"B0BQ5N5CW7\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations\", \"asin\": \"B09176C52Y\", \"price\": \"$9.95\", \"quantity\": \"\"},\n{\"title\": \"3 Pcs Bow Big Balloon Macaron White Bow Theme Birthday Party Baby Shower Girl Party Decoration Suppli\", \"asin\": \"B0D3LP4499\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon White Sand Blush Beige Transparent Party Balloons for Birthday Boho Wedding Anniversary Engagement Hen Decorations\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Number 2 Balloons White Sand Two Balloon for 2 Year Old Birthday Decorations 40 Inches Cream White Large Numbers 2nd Birthday Party Nude Ballons Beige 1 Digital Neutral Balloon Pearl White 2\", \"asin\": \"B0BHRS8NMD\", \"price\": \"$4.88\", \"quantity\": \"\"},\n{\"title\": \"16 Inch Happy Birthday Balloon, White Sand Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B0CJC46TQZ\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloon Garland Arch Kit 100 Pack 18/12/10/5 Inch Cream White Balloons Different Sizes Matte White Latex Party Balloon for Baby Shower Wedding Happy Birthday Party Decoration\", \"asin\": \"B0B12KD7VH\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"KatchOn, Silver Disco Ball Balloons - 32 Inch, Pack of 20 \| Shiny Disco Ball, Disco Party 2025 Graduation Decorations \| Prom Balloons \| Graduation Decorations Class of 2025\", \"asin\": \"B0BRB9HC7Z\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"18\\\" Silver Round Shaped Foil Balloons Mylar Helium Balloons for Birthday Party Wedding Baby Shower Decorations, Pack of 20\", \"asin\": \"B07TMDV8S7\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Erweicet 60Pcs Baseball Theme Decoration, Navy Blue Red White Confetti Balloons & Foil Balloons, Unisex Birthday Baby Shower\", \"asin\": \"B095CF2PF8\", \"price\": \"$12.98\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \\\"Happy Birthday\\\" Printed for Kids Birthday Party Decoration\", \"asin\": \"B0892H3TXG\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations\", \"asin\": \"B09BL1PN1X\", \"price\": \"$6.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day\", \"asin\": \"B0936K32QX\"},\n{\"title\": \"Bezente White Balloons Latex Party Balloons - 150 Pack 5 inch Matte White Helium Balloons for White Themed Wedding Birthday Baby Shower Party Decorations\", \"asin\": \"B0CCS1TSKX\"},\n{\"title\": \"Bezente White Balloons 18 Inch - 30 Pack Large Thick White Balloons Big Round White Latex Balloons for Wedding Baby Shower Anniversary Birthday Party Decorations\", \"asin\": \"B0C3H4FHTT\"}],\n\"search_results\": [{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\", \"asin\": \"B0DSBV5DMW\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations\", \"asin\": \"B0B8S2NVML\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"AFTERLOON\\u00ae Biodegradable Balloons 24 pcs Pearlized White 12 Inch Pearl Color, Pearlescent Thickened Extra Strong Latex Helium Float, Colorful Bulk Color ballon Globos Para Decoration De Fiestas Kids\", \"asin\": \"B01LX8MPZ1\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"KBZVNAF White Balloons Latex Party Balloons - 50 Pack 12 inch Helium Matte White Balloons for Wedding Graduation Baby Shower Birthday Anniversary Party Decorations\", \"asin\": \"B0BW897RBY\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"TONIFUL 40 Inch Silver Large Numbers Balloons 0-9, Number 2 Digital 2 Helium Balloons, Foil Mylar Big Number Balloons for Birthday Party Anniversary Supplies Decorations\", \"asin\": \"B0874TGSDF\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"White Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun\", \"asin\": \"B0CX9H3Y4Y\", \"price\": \"$6.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"SUWEN White Balloons and Confetti Balloons Set 47PCS Latex Helium White Balloon for Birthday Anniversary Party Decorations\", \"asin\": \"B0D2W4L7R5\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\", \"asin\": \"B0DSBV5DMW\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations\", \"asin\": \"B09BL1PN1X\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sign Birthday Party Decorations for Women Men Boys Girls (White)\", \"asin\": \"B0CF1TMSP6\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"80PCS HAPPY BIRTHDAY TO YOU Balloons Black White Latex Balloons for Kids Birthday Party Decoration\", \"asin\": \"B0BY4DYMZM\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7 Only 13 left in stock - order soon.\"},\n{\"title\": \"3 Pcs Bow Big Balloon Macaron White Bow Theme Birthday Party Baby Shower Girl Party Decoration Suppli\", \"asin\": \"B0D3LP4499\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations\", \"asin\": \"B09176C52Y\", \"price\": \"$9.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"40 Inch Cream 1 Balloons for 1st Birthday, Beige White Sand One Balloon Letters with Ribbon, Neutral Ivory Alphabet One Balloon for Boys Girls First Birthday 1 Year Old Baby Shower Party Decorations\", \"asin\": \"B0DF7JWRH4\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"15pcs Latex Big Balloons 24 Inch White Large Balloon Giant Heavy Duty Balloon for Wedding Baby Shower Birthday Party New Year's Day Decorations\", \"asin\": \"B09MS2NMSN\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Balloons 12 inch, White Latex Balloons 50pcs Party Balloon for Engagement Bachelorette Bridal Shower Wedding Party Birthday Decorations\", \"asin\": \"B0D4PGG32S\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"RUBFAC 87pcs White Balloons Different Sizes 18 12 10 5 Inches for Garland Arch, Premium Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration\", \"asin\": \"B0BGS87JWB\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Black and White Balloons, 67pcs 12 Inch White Black Thickened Latex Balloons for Birthday, Anniversary, Wedding, Graduation Party Decoration\\u2026\", \"asin\": \"B0D4D58JN2\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Number Balloon 40 Inch White 1 Balloon Party Decorations, 1 Balloon 1st Birthday Decorations Boy Girl Baby, 1 10 11 15 16 17 18 21 Balloons for Birthday Party\", \"asin\": \"B0CNGWS5G2\", \"price\": \"$3.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"TONIFUL 40 Inch Large Cream White Letter A Balloons Giant Alphabet Letter Balloons,Foil Mylar Big Balloons for Birthday Party,Anniversary,Baby Shower,Wedding Supplies Decorations\", \"asin\": \"B0CRKZ4SLZ\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon White Sand Blush Beige Transparent Party Balloons for Birthday Boho Wedding Anniversary Engagement Hen Decorations\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Tue, Apr 8\"},\n{\"title\": \"2025 Balloons Graduation Decorations Class of 2025, 40\\\" Giant Ice Cream White Number Birthday Party Supplies Neutral Ivory Anniversary Christmas New Year Eve Backdrop Party Decoration Grad Decor\", \"asin\": \"B0DMNCQGW3\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"RUBFAC 129pcs White Balloons Different Sizes 18 12 10 5 Inch for Garland Arch,Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration\", \"asin\": \"B0B1B14DRT\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White Balloons, 12 Inch White Latex Balloons Matte White Helium Balloons with Silver Confetti Balloons for Boho Birthday Baby Shower Wedding Valentine\\u2019s Day Party Decoration\", \"asin\": \"B0CZKTQZYD\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"130pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" Party Latex Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations\", \"asin\": \"B0BKLTHN6Y\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White Balloons, 66pack 12inch White Pearl Latex Party Balloons for Wedding, Birthday, Graduation, Bridal Shower, Baby Shower, Bachelorette and Engagement Decorations\", \"asin\": \"B0C9999KSK\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White and Clear Birthday Heart Balloons, Heart Shaped Balloons with Cake & Happy Birthday Prints, 10\\\" Transparent Latex Balloons for 1st 10 13 Sweet 16 18 21st 30 40 50 60 70 Birthday Party\", \"asin\": \"B0DQ4ZJ1TC\", \"price\": \"$8.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White and Gold Confetti Latex Balloons, 50 Pack 12 inch gold and white Party Balloons with Ribbons for Birthday Graduation Wedding Bridal Shower Party Decoration\", \"asin\": \"B0C4GQ2XM1\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day\", \"asin\": \"B0936K32QX\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White Happy Birthday Banner - Balloons & Letters for Birthday Decorations\", \"asin\": \"B0DBQPJYV7\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"110pcs White Balloon 12 inch, White Latex Balloons for Birthday Party Baby Shower Wedding(with 2 Ribbons).\", \"asin\": \"B0BZHV3JQ3\", \"price\": \"$6.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"RUBFAC 65pcs 12 Inches White and Metallic Silver Confetti Balloons Kit, Metallic Silver Chrome Party Balloons with Ribbons for Birthday, Wedding, Baby Shower, Graduation Decorations\", \"asin\": \"B0BYCQCMVY\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"110 Pack White Balloons 12 Inch, White Latex Party Balloons for Birthday Party Graduation Engagement Anniversary Baby Showers Wedding Decorations New Year Decorations\", \"asin\": \"B0D6351MWY\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"TONIFUL Cream White Happy Birthday Balloons Banner, 16 Inch Mylar Foil Letters Birthday Sign Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Party Supplies\", \"asin\": \"B0CCT5DWRW\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration\", \"asin\": \"B07W9K1R2K\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pink and Silver Balloons, Pastel Pink White Balloons Metallic Silver Balloons White Pink Party Balloons Macaron Pink Silver Confetti Balloons for Girls Kids Birthday Wedding Baby Shower Graduation\", \"asin\": \"B0CVXLKPMZ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"130PCS White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" Balloon Garland Arch Kit perfect for Birthday Party, Graduation, Baby Shower, Wedding, Holiday Decoration and Anniversary (White balloons)\", \"asin\": \"B0C5DC2Z5W\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White Silver Confetti Latex Balloons, 50 Pack 12inch Silver Metallic Chrome Party Balloon Set with Silver Ribbon for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B08343TDQN\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Happy Birthday Balloons Banner, 16 Inch Mylar Foil Balloon Letters Birthday Sign Banner, Reusable Birthday Balloons Kit Birthday Decorations For Kids Adults Birthday Party Favor Supplies White\", \"asin\": \"B0C1GBV7M5\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pearl White Balloons 12 Inch 50PCS Matte Round Pearlized Latex for Wedding Birthday Christmas Baby Shower Anniversary Backdrop Theme Party Arch Decorations\", \"asin\": \"B0BVBCYTR2\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Black and White Balloon Arch Kit 141 Pcs Coquette Birthday Decorations Include Black White Balloon and Black Bow for Wedding Baby Shower Gender Reveal Black Bow Birthday Decorations\", \"asin\": \"B0DLGJLK8P\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"135pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" White Latex Balloon Garland Arch Kit for Boys Girls Birthday Baby Shower Wedding Anniversary Graduation Party Decorations (03-White)\", \"asin\": \"B0D6G8MZGW\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations\", \"asin\": \"B086WTYTG8\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"105pcs White Balloons 12inch Party Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations\", \"asin\": \"B0BTWF5JLS\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Fayoo White Balloons, 12 Inch White Metallic Balloon Party Decoration for Baby Shower, Christmas Decorations, Birthdays, Bridal Shower, Valentine\\u2019s Day, Graduation 100 Pcs 3.2g\", \"asin\": \"B07PLN5BTQ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"PartyWoo White Balloons, 140 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch White Balloons for Balloon Garland or Balloon Arch as Birthday Party Decorations, White-Y13\", \"asin\": \"B0BDQXLT4C\", \"price\": \"$6.79\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"SUWEN 40 Inch White Large 1 Balloon Number Big Foil Helium Number Balloons 0-9 Giant Jumbo Happy 1st Birthday Party Decorations for Boy or Girl Huge Mylar Anniversary Party Supplies\", \"asin\": \"B0967163J8\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Confetti Balloons, 25 Pcs Thickened 12 Inch Clear Latex Balloon with Confetti Inside for Graduation Engagement Bridal Shower Party Baby Shower Gender Reveal Birthday Party Decoration Supplies\", \"asin\": \"B0BRJ8WYD7\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White and Gold Balloons, 12 Inch White Sand Gold Metallic Latex Balloons, Beige Gold Party Balloons for Boho Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0D11Z83MN\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"White Balloon Birthday Paty Backdrop White Balloon Happy Birthday Banner White Balloon Photography Background for Home Decorations Party Supplies 70.8 x 47.2 Inch\", \"asin\": \"B0CPJ5KD4B\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Only 8 left in stock - order soon.\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Yiran 50th Birthday Balloons, White Gold Number 50 Balloons, 15Pcs Happy Birthday Balloons Party Deocorations Supplies, 12inch Latex Confetti Balloons for Adult Men Women\", \"asin\": \"B0DJ6XZJNJ\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations\", \"asin\": \"B0B8S2NVML\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration\", \"asin\": \"B0DK1MBFZB\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"GOER Number 30 Balloons for 30th Birthday Party Decorations,42 Inch Jumbo Foil Helium Balloons for 30th Anniversary (White)\", \"asin\": \"B09YNP8JSP\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies\", \"asin\": \"B0BJZRS4KR\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration\", \"asin\": \"B083QVS7VB\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Black and Silver Balloons, 60 Packs 12 Inch Chrome Metallic Silver Balloons and Confetti Balloons, Black White Silver Balloon for Wedding Engagement Birthday Halloween Decorations\", \"asin\": \"B0CGXNYVW8\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 9 left in stock - order soon.\"},\n{\"title\": \"White Sand Gold Balloons Garland Arch Kit,156PCS White Nude Balloons with Metallic Chrome Gold Latex Balloons for Boho Wedding Baby Bridal Shower Engagement Anniversary Birthday Decorations Backdrop\", \"asin\": \"B0BBGN6SQQ\", \"price\": \"$10.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:16:47.221Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:16:47.221Z	click_product	B0DSBV5DMW	rule	train	1,345	2025-04-05T20:16:47.221Z	click_product	B0DSBV5DMW	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} <\|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": "birthday balloon white"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "promotion_items": [{"title": "23pcs Birthday Balloons Banner, 3D Silver Premium Mylar Foil Ecofriendly Letter Happy Birthday Banner with 5pcs Star Balloons Kits for Kids Boys Men Adults Birthday Party Decorations", "asin": "B0BQ5N5CW7", "price": "$8.99", "quantity": ""}, {"title": "KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations", "asin": "B09176C52Y", "price": "$9.95", "quantity": ""}, {"title": "3 Pcs Bow Big Balloon Macaron White Bow Theme Birthday Party Baby Shower Girl Party Decoration Suppli", "asin": "B0D3LP4499", "price": "$6.99", "quantity": ""}, {"title": "Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon White Sand Blush Beige Transparent Party Balloons for Birthday Boho Wedding Anniversary Engagement Hen Decorations", "asin": "B0CG8XPY28", "price": "$9.99", "quantity": ""}, {"title": "Number 2 Balloons White Sand Two Balloon for 2 Year Old Birthday Decorations 40 Inches Cream White Large Numbers 2nd Birthday Party Nude Ballons Beige 1 Digital Neutral Balloon Pearl White 2", "asin": "B0BHRS8NMD", "price": "$4.88", "quantity": ""}, {"title": "16 Inch Happy Birthday Balloon, White Sand Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies", "asin": "B0CJC46TQZ", "price": "$5.99", "quantity": ""}, {"title": "White Sand Balloon Garland Arch Kit 100 Pack 18/12/10/5 Inch Cream White Balloons Different Sizes Matte White Latex Party Balloon for Baby Shower Wedding Happy Birthday Party Decoration", "asin": "B0B12KD7VH", "price": "$8.49", "quantity": ""}, {"title": "KatchOn, Silver Disco Ball Balloons - 32 Inch, Pack of 20 \| Shiny Disco Ball, Disco Party 2025 Graduation Decorations \| Prom Balloons \| Graduation Decorations Class of 2025", "asin": "B0BRB9HC7Z", "price": "$13.99", "quantity": ""}, {"title": "18\" Silver Round Shaped Foil Balloons Mylar Helium Balloons for Birthday Party Wedding Baby Shower Decorations, Pack of 20", "asin": "B07TMDV8S7", "price": "$8.99", "quantity": ""}, {"title": "Erweicet 60Pcs Baseball Theme Decoration, Navy Blue Red White Confetti Balloons & Foil Balloons, Unisex Birthday Baby Shower", "asin": "B095CF2PF8", "price": "$12.98", "quantity": ""}, {"title": "Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \"Happy Birthday\" Printed for Kids Birthday Party Decoration", "asin": "B0892H3TXG", "price": "$9.99", "quantity": ""}, {"title": "White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations", "asin": "B09BL1PN1X", "price": "$6.99", "quantity": ""}], "ads": [{"title": "Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day", "asin": "B0936K32QX"}, {"title": "Bezente White Balloons Latex Party Balloons - 150 Pack 5 inch Matte White Helium Balloons for White Themed Wedding Birthday Baby Shower Party Decorations", "asin": "B0CCS1TSKX"}, {"title": "Bezente White Balloons 18 Inch - 30 Pack Large Thick White Balloons Big Round White Latex Balloons for Wedding Baby Shower Anniversary Birthday Party Decorations", "asin": "B0C3H4FHTT"}], "search_results": [{"title": "VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White", "asin": "B0DSBV5DMW", "price": "$5.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations", "asin": "B0B8S2NVML", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "AFTERLOON\u00ae Biodegradable Balloons 24 pcs Pearlized White 12 Inch Pearl Color, Pearlescent Thickened Extra Strong Latex Helium Float, Colorful Bulk Color ballon Globos Para Decoration De Fiestas Kids", "asin": "B01LX8MPZ1", "price": "$9.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "KBZVNAF White Balloons Latex Party Balloons - 50 Pack 12 inch Helium Matte White Balloons for Wedding Graduation Baby Shower Birthday Anniversary Party Decorations", "asin": "B0BW897RBY", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "TONIFUL 40 Inch Silver Large Numbers Balloons 0-9, Number 2 Digital 2 Helium Balloons, Foil Mylar Big Number Balloons for Birthday Party Anniversary Supplies Decorations", "asin": "B0874TGSDF", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "White Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun", "asin": "B0CX9H3Y4Y", "price": "$6.87", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "SUWEN White Balloons and Confetti Balloons Set 47PCS Latex Helium White Balloon for Birthday Anniversary Party Decorations", "asin": "B0D2W4L7R5", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White", "asin": "B0DSBV5DMW", "price": "$5.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations", "asin": "B09BL1PN1X", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sign Birthday Party Decorations for Women Men Boys Girls (White)", "asin": "B0CF1TMSP6", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "80PCS HAPPY BIRTHDAY TO YOU Balloons Black White Latex Balloons for Kids Birthday Party Decoration", "asin": "B0BY4DYMZM", "price": "$9.99", "delivery": " Two-Day FREE delivery Mon, Apr 7 Only 13 left in stock - order soon."}, {"title": "3 Pcs Bow Big Balloon Macaron White Bow Theme Birthday Party Baby Shower Girl Party Decoration Suppli", "asin": "B0D3LP4499", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations", "asin": "B09176C52Y", "price": "$9.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "40 Inch Cream 1 Balloons for 1st Birthday, Beige White Sand One Balloon Letters with Ribbon, Neutral Ivory Alphabet One Balloon for Boys Girls First Birthday 1 Year Old Baby Shower Party Decorations", "asin": "B0DF7JWRH4", "price": "$5.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "15pcs Latex Big Balloons 24 Inch White Large Balloon Giant Heavy Duty Balloon for Wedding Baby Shower Birthday Party New Year's Day Decorations", "asin": "B09MS2NMSN", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White Balloons 12 inch, White Latex Balloons 50pcs Party Balloon for Engagement Bachelorette Bridal Shower Wedding Party Birthday Decorations", "asin": "B0D4PGG32S", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "RUBFAC 87pcs White Balloons Different Sizes 18 12 10 5 Inches for Garland Arch, Premium Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration", "asin": "B0BGS87JWB", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Black and White Balloons, 67pcs 12 Inch White Black Thickened Latex Balloons for Birthday, Anniversary, Wedding, Graduation Party Decoration\u2026", "asin": "B0D4D58JN2", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Number Balloon 40 Inch White 1 Balloon Party Decorations, 1 Balloon 1st Birthday Decorations Boy Girl Baby, 1 10 11 15 16 17 18 21 Balloons for Birthday Party", "asin": "B0CNGWS5G2", "price": "$3.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "TONIFUL 40 Inch Large Cream White Letter A Balloons Giant Alphabet Letter Balloons,Foil Mylar Big Balloons for Birthday Party,Anniversary,Baby Shower,Wedding Supplies Decorations", "asin": "B0CRKZ4SLZ", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon White Sand Blush Beige Transparent Party Balloons for Birthday Boho Wedding Anniversary Engagement Hen Decorations", "asin": "B0CG8XPY28", "price": "$9.99", "delivery": "FREE delivery Tue, Apr 8"}, {"title": "2025 Balloons Graduation Decorations Class of 2025, 40\" Giant Ice Cream White Number Birthday Party Supplies Neutral Ivory Anniversary Christmas New Year Eve Backdrop Party Decoration Grad Decor", "asin": "B0DMNCQGW3", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "RUBFAC 129pcs White Balloons Different Sizes 18 12 10 5 Inch for Garland Arch,Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration", "asin": "B0B1B14DRT", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "White Balloons, 12 Inch White Latex Balloons Matte White Helium Balloons with Silver Confetti Balloons for Boho Birthday Baby Shower Wedding Valentine\u2019s Day Party Decoration", "asin": "B0CZKTQZYD", "price": "$8.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "130pcs White Balloons Different Sizes 18\" 12\" 10\" 5\" Party Latex Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations", "asin": "B0BKLTHN6Y", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "White Balloons, 66pack 12inch White Pearl Latex Party Balloons for Wedding, Birthday, Graduation, Bridal Shower, Baby Shower, Bachelorette and Engagement Decorations", "asin": "B0C9999KSK", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White and Clear Birthday Heart Balloons, Heart Shaped Balloons with Cake & Happy Birthday Prints, 10\" Transparent Latex Balloons for 1st 10 13 Sweet 16 18 21st 30 40 50 60 70 Birthday Party", "asin": "B0DQ4ZJ1TC", "price": "$8.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "White and Gold Confetti Latex Balloons, 50 Pack 12 inch gold and white Party Balloons with Ribbons for Birthday Graduation Wedding Bridal Shower Party Decoration", "asin": "B0C4GQ2XM1", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day", "asin": "B0936K32QX", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "White Happy Birthday Banner - Balloons & Letters for Birthday Decorations", "asin": "B0DBQPJYV7", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "110pcs White Balloon 12 inch, White Latex Balloons for Birthday Party Baby Shower Wedding(with 2 Ribbons).", "asin": "B0BZHV3JQ3", "price": "$6.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies", "asin": "B0C371239L", "price": "$6.98", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "RUBFAC 65pcs 12 Inches White and Metallic Silver Confetti Balloons Kit, Metallic Silver Chrome Party Balloons with Ribbons for Birthday, Wedding, Baby Shower, Graduation Decorations", "asin": "B0BYCQCMVY", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "110 Pack White Balloons 12 Inch, White Latex Party Balloons for Birthday Party Graduation Engagement Anniversary Baby Showers Wedding Decorations New Year Decorations", "asin": "B0D6351MWY", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "TONIFUL Cream White Happy Birthday Balloons Banner, 16 Inch Mylar Foil Letters Birthday Sign Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Party Supplies", "asin": "B0CCT5DWRW", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration", "asin": "B07W9K1R2K", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pink and Silver Balloons, Pastel Pink White Balloons Metallic Silver Balloons White Pink Party Balloons Macaron Pink Silver Confetti Balloons for Girls Kids Birthday Wedding Baby Shower Graduation", "asin": "B0CVXLKPMZ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "130PCS White Balloons Different Sizes 18\" 12\" 10\" 5\" Balloon Garland Arch Kit perfect for Birthday Party, Graduation, Baby Shower, Wedding, Holiday Decoration and Anniversary (White balloons)", "asin": "B0C5DC2Z5W", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "White Silver Confetti Latex Balloons, 50 Pack 12inch Silver Metallic Chrome Party Balloon Set with Silver Ribbon for Wedding Birthday Baby Shower Decorations", "asin": "B08343TDQN", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Happy Birthday Balloons Banner, 16 Inch Mylar Foil Balloon Letters Birthday Sign Banner, Reusable Birthday Balloons Kit Birthday Decorations For Kids Adults Birthday Party Favor Supplies White", "asin": "B0C1GBV7M5", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pearl White Balloons 12 Inch 50PCS Matte Round Pearlized Latex for Wedding Birthday Christmas Baby Shower Anniversary Backdrop Theme Party Arch Decorations", "asin": "B0BVBCYTR2", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Black and White Balloon Arch Kit 141 Pcs Coquette Birthday Decorations Include Black White Balloon and Black Bow for Wedding Baby Shower Gender Reveal Black Bow Birthday Decorations", "asin": "B0DLGJLK8P", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "135pcs White Balloons Different Sizes 18\" 12\" 10\" 5\" White Latex Balloon Garland Arch Kit for Boys Girls Birthday Baby Shower Wedding Anniversary Graduation Party Decorations (03-White)", "asin": "B0D6G8MZGW", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations", "asin": "B086WTYTG8", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "105pcs White Balloons 12inch Party Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations", "asin": "B0BTWF5JLS", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Fayoo White Balloons, 12 Inch White Metallic Balloon Party Decoration for Baby Shower, Christmas Decorations, Birthdays, Bridal Shower, Valentine\u2019s Day, Graduation 100 Pcs 3.2g", "asin": "B07PLN5BTQ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "PartyWoo White Balloons, 140 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch White Balloons for Balloon Garland or Balloon Arch as Birthday Party Decorations, White-Y13", "asin": "B0BDQXLT4C", "price": "$6.79", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "SUWEN 40 Inch White Large 1 Balloon Number Big Foil Helium Number Balloons 0-9 Giant Jumbo Happy 1st Birthday Party Decorations for Boy or Girl Huge Mylar Anniversary Party Supplies", "asin": "B0967163J8", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White Confetti Balloons, 25 Pcs Thickened 12 Inch Clear Latex Balloon with Confetti Inside for Graduation Engagement Bridal Shower Party Baby Shower Gender Reveal Birthday Party Decoration Supplies", "asin": "B0BRJ8WYD7", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White and Gold Balloons, 12 Inch White Sand Gold Metallic Latex Balloons, Beige Gold Party Balloons for Boho Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0D11Z83MN", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "White Balloon Birthday Paty Backdrop White Balloon Happy Birthday Banner White Balloon Photography Background for Home Decorations Party Supplies 70.8 x 47.2 Inch", "asin": "B0CPJ5KD4B", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Only 8 left in stock - order soon."}, {"title": "40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1", "asin": "B0BFW2LDHD", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Yiran 50th Birthday Balloons, White Gold Number 50 Balloons, 15Pcs Happy Birthday Balloons Party Deocorations Supplies, 12inch Latex Confetti Balloons for Adult Men Women", "asin": "B0DJ6XZJNJ", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations", "asin": "B0B8S2NVML", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration", "asin": "B0DK1MBFZB", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "GOER Number 30 Balloons for 30th Birthday Party Decorations,42 Inch Jumbo Foil Helium Balloons for 30th Anniversary (White)", "asin": "B09YNP8JSP", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies", "asin": "B0BJZRS4KR", "price": "$5.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration", "asin": "B083QVS7VB", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Black and Silver Balloons, 60 Packs 12 Inch Chrome Metallic Silver Balloons and Confetti Balloons, Black White Silver Balloon for Wedding Engagement Birthday Halloween Decorations", "asin": "B0CGXNYVW8", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 9 left in stock - order soon."}, {"title": "White Sand Gold Balloons Garland Arch Kit,156PCS White Nude Balloons with Metallic Chrome Gold Latex Balloons for Boho Wedding Baby Bridal Shower Engagement Anniversary Birthday Decorations Backdrop", "asin": "B0BBGN6SQQ", "price": "$10.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:16:47.221Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:16:47.221Z\",\"action\": \"click_product\",\"acion_argument\": \"B0DSBV5DMW\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:16:47.221Z\",\"action\": \"click_product\",\"acion_argument\": \"B0DSBV5DMW\",}</answer>", "index": 1345, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"birthday balloon white\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"23pcs Birthday Balloons Banner, 3D Silver Premium Mylar Foil Ecofriendly Letter Happy Birthday Banner with 5pcs Star Balloons Kits for Kids Boys Men Adults Birthday Party Decorations\", \"asin\": \"B0BQ5N5CW7\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations\", \"asin\": \"B09176C52Y\", \"price\": \"$9.95\", \"quantity\": \"\"},\n{\"title\": \"3 Pcs Bow Big Balloon Macaron White Bow Theme Birthday Party Baby Shower Girl Party Decoration Suppli\", \"asin\": \"B0D3LP4499\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon White Sand Blush Beige Transparent Party Balloons for Birthday Boho Wedding Anniversary Engagement Hen Decorations\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Number 2 Balloons White Sand Two Balloon for 2 Year Old Birthday Decorations 40 Inches Cream White Large Numbers 2nd Birthday Party Nude Ballons Beige 1 Digital Neutral Balloon Pearl White 2\", \"asin\": \"B0BHRS8NMD\", \"price\": \"$4.88\", \"quantity\": \"\"},\n{\"title\": \"16 Inch Happy Birthday Balloon, White Sand Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B0CJC46TQZ\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloon Garland Arch Kit 100 Pack 18/12/10/5 Inch Cream White Balloons Different Sizes Matte White Latex Party Balloon for Baby Shower Wedding Happy Birthday Party Decoration\", \"asin\": \"B0B12KD7VH\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"KatchOn, Silver Disco Ball Balloons - 32 Inch, Pack of 20 \| Shiny Disco Ball, Disco Party 2025 Graduation Decorations \| Prom Balloons \| Graduation Decorations Class of 2025\", \"asin\": \"B0BRB9HC7Z\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"18\\\" Silver Round Shaped Foil Balloons Mylar Helium Balloons for Birthday Party Wedding Baby Shower Decorations, Pack of 20\", \"asin\": \"B07TMDV8S7\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Erweicet 60Pcs Baseball Theme Decoration, Navy Blue Red White Confetti Balloons & Foil Balloons, Unisex Birthday Baby Shower\", \"asin\": \"B095CF2PF8\", \"price\": \"$12.98\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \\\"Happy Birthday\\\" Printed for Kids Birthday Party Decoration\", \"asin\": \"B0892H3TXG\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations\", \"asin\": \"B09BL1PN1X\", \"price\": \"$6.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day\", \"asin\": \"B0936K32QX\"},\n{\"title\": \"Bezente White Balloons Latex Party Balloons - 150 Pack 5 inch Matte White Helium Balloons for White Themed Wedding Birthday Baby Shower Party Decorations\", \"asin\": \"B0CCS1TSKX\"},\n{\"title\": \"Bezente White Balloons 18 Inch - 30 Pack Large Thick White Balloons Big Round White Latex Balloons for Wedding Baby Shower Anniversary Birthday Party Decorations\", \"asin\": \"B0C3H4FHTT\"}],\n\"search_results\": [{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\", \"asin\": \"B0DSBV5DMW\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations\", \"asin\": \"B0B8S2NVML\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"AFTERLOON\\u00ae Biodegradable Balloons 24 pcs Pearlized White 12 Inch Pearl Color, Pearlescent Thickened Extra Strong Latex Helium Float, Colorful Bulk Color ballon Globos Para Decoration De Fiestas Kids\", \"asin\": \"B01LX8MPZ1\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"KBZVNAF White Balloons Latex Party Balloons - 50 Pack 12 inch Helium Matte White Balloons for Wedding Graduation Baby Shower Birthday Anniversary Party Decorations\", \"asin\": \"B0BW897RBY\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"TONIFUL 40 Inch Silver Large Numbers Balloons 0-9, Number 2 Digital 2 Helium Balloons, Foil Mylar Big Number Balloons for Birthday Party Anniversary Supplies Decorations\", \"asin\": \"B0874TGSDF\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"White Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun\", \"asin\": \"B0CX9H3Y4Y\", \"price\": \"$6.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"SUWEN White Balloons and Confetti Balloons Set 47PCS Latex Helium White Balloon for Birthday Anniversary Party Decorations\", \"asin\": \"B0D2W4L7R5\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\", \"asin\": \"B0DSBV5DMW\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations\", \"asin\": \"B09BL1PN1X\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sign Birthday Party Decorations for Women Men Boys Girls (White)\", \"asin\": \"B0CF1TMSP6\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"80PCS HAPPY BIRTHDAY TO YOU Balloons Black White Latex Balloons for Kids Birthday Party Decoration\", \"asin\": \"B0BY4DYMZM\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7 Only 13 left in stock - order soon.\"},\n{\"title\": \"3 Pcs Bow Big Balloon Macaron White Bow Theme Birthday Party Baby Shower Girl Party Decoration Suppli\", \"asin\": \"B0D3LP4499\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations\", \"asin\": \"B09176C52Y\", \"price\": \"$9.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"40 Inch Cream 1 Balloons for 1st Birthday, Beige White Sand One Balloon Letters with Ribbon, Neutral Ivory Alphabet One Balloon for Boys Girls First Birthday 1 Year Old Baby Shower Party Decorations\", \"asin\": \"B0DF7JWRH4\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"15pcs Latex Big Balloons 24 Inch White Large Balloon Giant Heavy Duty Balloon for Wedding Baby Shower Birthday Party New Year's Day Decorations\", \"asin\": \"B09MS2NMSN\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Balloons 12 inch, White Latex Balloons 50pcs Party Balloon for Engagement Bachelorette Bridal Shower Wedding Party Birthday Decorations\", \"asin\": \"B0D4PGG32S\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"RUBFAC 87pcs White Balloons Different Sizes 18 12 10 5 Inches for Garland Arch, Premium Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration\", \"asin\": \"B0BGS87JWB\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Black and White Balloons, 67pcs 12 Inch White Black Thickened Latex Balloons for Birthday, Anniversary, Wedding, Graduation Party Decoration\\u2026\", \"asin\": \"B0D4D58JN2\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Number Balloon 40 Inch White 1 Balloon Party Decorations, 1 Balloon 1st Birthday Decorations Boy Girl Baby, 1 10 11 15 16 17 18 21 Balloons for Birthday Party\", \"asin\": \"B0CNGWS5G2\", \"price\": \"$3.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"TONIFUL 40 Inch Large Cream White Letter A Balloons Giant Alphabet Letter Balloons,Foil Mylar Big Balloons for Birthday Party,Anniversary,Baby Shower,Wedding Supplies Decorations\", \"asin\": \"B0CRKZ4SLZ\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon White Sand Blush Beige Transparent Party Balloons for Birthday Boho Wedding Anniversary Engagement Hen Decorations\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Tue, Apr 8\"},\n{\"title\": \"2025 Balloons Graduation Decorations Class of 2025, 40\\\" Giant Ice Cream White Number Birthday Party Supplies Neutral Ivory Anniversary Christmas New Year Eve Backdrop Party Decoration Grad Decor\", \"asin\": \"B0DMNCQGW3\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"RUBFAC 129pcs White Balloons Different Sizes 18 12 10 5 Inch for Garland Arch,Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration\", \"asin\": \"B0B1B14DRT\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White Balloons, 12 Inch White Latex Balloons Matte White Helium Balloons with Silver Confetti Balloons for Boho Birthday Baby Shower Wedding Valentine\\u2019s Day Party Decoration\", \"asin\": \"B0CZKTQZYD\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"130pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" Party Latex Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations\", \"asin\": \"B0BKLTHN6Y\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White Balloons, 66pack 12inch White Pearl Latex Party Balloons for Wedding, Birthday, Graduation, Bridal Shower, Baby Shower, Bachelorette and Engagement Decorations\", \"asin\": \"B0C9999KSK\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White and Clear Birthday Heart Balloons, Heart Shaped Balloons with Cake & Happy Birthday Prints, 10\\\" Transparent Latex Balloons for 1st 10 13 Sweet 16 18 21st 30 40 50 60 70 Birthday Party\", \"asin\": \"B0DQ4ZJ1TC\", \"price\": \"$8.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White and Gold Confetti Latex Balloons, 50 Pack 12 inch gold and white Party Balloons with Ribbons for Birthday Graduation Wedding Bridal Shower Party Decoration\", \"asin\": \"B0C4GQ2XM1\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day\", \"asin\": \"B0936K32QX\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White Happy Birthday Banner - Balloons & Letters for Birthday Decorations\", \"asin\": \"B0DBQPJYV7\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"110pcs White Balloon 12 inch, White Latex Balloons for Birthday Party Baby Shower Wedding(with 2 Ribbons).\", \"asin\": \"B0BZHV3JQ3\", \"price\": \"$6.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"RUBFAC 65pcs 12 Inches White and Metallic Silver Confetti Balloons Kit, Metallic Silver Chrome Party Balloons with Ribbons for Birthday, Wedding, Baby Shower, Graduation Decorations\", \"asin\": \"B0BYCQCMVY\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"110 Pack White Balloons 12 Inch, White Latex Party Balloons for Birthday Party Graduation Engagement Anniversary Baby Showers Wedding Decorations New Year Decorations\", \"asin\": \"B0D6351MWY\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"TONIFUL Cream White Happy Birthday Balloons Banner, 16 Inch Mylar Foil Letters Birthday Sign Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Party Supplies\", \"asin\": \"B0CCT5DWRW\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration\", \"asin\": \"B07W9K1R2K\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pink and Silver Balloons, Pastel Pink White Balloons Metallic Silver Balloons White Pink Party Balloons Macaron Pink Silver Confetti Balloons for Girls Kids Birthday Wedding Baby Shower Graduation\", \"asin\": \"B0CVXLKPMZ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"130PCS White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" Balloon Garland Arch Kit perfect for Birthday Party, Graduation, Baby Shower, Wedding, Holiday Decoration and Anniversary (White balloons)\", \"asin\": \"B0C5DC2Z5W\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White Silver Confetti Latex Balloons, 50 Pack 12inch Silver Metallic Chrome Party Balloon Set with Silver Ribbon for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B08343TDQN\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Happy Birthday Balloons Banner, 16 Inch Mylar Foil Balloon Letters Birthday Sign Banner, Reusable Birthday Balloons Kit Birthday Decorations For Kids Adults Birthday Party Favor Supplies White\", \"asin\": \"B0C1GBV7M5\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pearl White Balloons 12 Inch 50PCS Matte Round Pearlized Latex for Wedding Birthday Christmas Baby Shower Anniversary Backdrop Theme Party Arch Decorations\", \"asin\": \"B0BVBCYTR2\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Black and White Balloon Arch Kit 141 Pcs Coquette Birthday Decorations Include Black White Balloon and Black Bow for Wedding Baby Shower Gender Reveal Black Bow Birthday Decorations\", \"asin\": \"B0DLGJLK8P\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"135pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" White Latex Balloon Garland Arch Kit for Boys Girls Birthday Baby Shower Wedding Anniversary Graduation Party Decorations (03-White)\", \"asin\": \"B0D6G8MZGW\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations\", \"asin\": \"B086WTYTG8\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"105pcs White Balloons 12inch Party Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations\", \"asin\": \"B0BTWF5JLS\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Fayoo White Balloons, 12 Inch White Metallic Balloon Party Decoration for Baby Shower, Christmas Decorations, Birthdays, Bridal Shower, Valentine\\u2019s Day, Graduation 100 Pcs 3.2g\", \"asin\": \"B07PLN5BTQ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"PartyWoo White Balloons, 140 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch White Balloons for Balloon Garland or Balloon Arch as Birthday Party Decorations, White-Y13\", \"asin\": \"B0BDQXLT4C\", \"price\": \"$6.79\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"SUWEN 40 Inch White Large 1 Balloon Number Big Foil Helium Number Balloons 0-9 Giant Jumbo Happy 1st Birthday Party Decorations for Boy or Girl Huge Mylar Anniversary Party Supplies\", \"asin\": \"B0967163J8\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Confetti Balloons, 25 Pcs Thickened 12 Inch Clear Latex Balloon with Confetti Inside for Graduation Engagement Bridal Shower Party Baby Shower Gender Reveal Birthday Party Decoration Supplies\", \"asin\": \"B0BRJ8WYD7\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White and Gold Balloons, 12 Inch White Sand Gold Metallic Latex Balloons, Beige Gold Party Balloons for Boho Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0D11Z83MN\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"White Balloon Birthday Paty Backdrop White Balloon Happy Birthday Banner White Balloon Photography Background for Home Decorations Party Supplies 70.8 x 47.2 Inch\", \"asin\": \"B0CPJ5KD4B\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Only 8 left in stock - order soon.\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Yiran 50th Birthday Balloons, White Gold Number 50 Balloons, 15Pcs Happy Birthday Balloons Party Deocorations Supplies, 12inch Latex Confetti Balloons for Adult Men Women\", \"asin\": \"B0DJ6XZJNJ\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations\", \"asin\": \"B0B8S2NVML\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration\", \"asin\": \"B0DK1MBFZB\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"GOER Number 30 Balloons for 30th Birthday Party Decorations,42 Inch Jumbo Foil Helium Balloons for 30th Anniversary (White)\", \"asin\": \"B09YNP8JSP\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies\", \"asin\": \"B0BJZRS4KR\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration\", \"asin\": \"B083QVS7VB\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Black and Silver Balloons, 60 Packs 12 Inch Chrome Metallic Silver Balloons and Confetti Balloons, Black White Silver Balloon for Wedding Engagement Birthday Halloween Decorations\", \"asin\": \"B0CGXNYVW8\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 9 left in stock - order soon.\"},\n{\"title\": \"White Sand Gold Balloons Garland Arch Kit,156PCS White Nude Balloons with Metallic Chrome Gold Latex Balloons for Boho Wedding Baby Bridal Shower Engagement Anniversary Birthday Decorations Backdrop\", \"asin\": \"B0BBGN6SQQ\", \"price\": \"$10.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:16:47.221Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\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\"search_term\": [{\"term\": \"birthday balloon white\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\", \"asin\": \"B0DSBV5DMW\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations\", \"asin\": \"B09176C52Y\", \"price\": \"$9.95\", \"quantity\": \"\"},\n{\"title\": \"23pcs Birthday Balloons Banner, 3D Silver Premium Mylar Foil Ecofriendly Letter Happy Birthday Banner with 5pcs Star Balloons Kits for Kids Boys Men Adults Birthday Party Decorations\", \"asin\": \"B0BQ5N5CW7\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B087FBZXYG\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Silver Happy Birthday Balloons Banner (3D Silver Lettering) Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun\", \"asin\": \"B085LLRX4H\", \"price\": \"$6.87\", \"quantity\": \"\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Silver Mylar Cursive Foil Birthday Balloons Banner, Silver Party Decorations for Men, Women\", \"asin\": \"B0CKRVVL4W\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloon Garland Arch Kit 100 Pack 18/12/10/5 Inch Cream White Balloons Different Sizes Matte White Latex Party Balloon for Baby Shower Wedding Happy Birthday Party Decoration\", \"asin\": \"B0B12KD7VH\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"18\\\" Silver Round Shaped Foil Balloons Mylar Helium Balloons for Birthday Party Wedding Baby Shower Decorations, Pack of 20\", \"asin\": \"B07TMDV8S7\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \\\"Happy Birthday\\\" Printed for Kids Birthday Party Decoration\", \"asin\": \"B0892H3TXG\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Erweicet 60Pcs Baseball Theme Decoration, Navy Blue Red White Confetti Balloons & Foil Balloons, Unisex Birthday Baby Shower\", \"asin\": \"B095CF2PF8\", \"price\": \"$12.98\", \"quantity\": \"\"},\n{\"title\": \"White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations\", \"asin\": \"B09BL1PN1X\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day\", \"asin\": \"B0936K32QX\", \"price\": \"$8.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day\", \"asin\": \"B0936K32QX\"},\n{\"title\": \"Bezente White Balloons Latex Party Balloons - 150 Pack 5 inch Matte White Helium Balloons for White Themed Wedding Birthday Baby Shower Party Decorations\", \"asin\": \"B0CCS1TSKX\"},\n{\"title\": \"Bezente White Balloons 18 Inch - 30 Pack Large Thick White Balloons Big Round White Latex Balloons for Wedding Baby Shower Anniversary Birthday Party Decorations\", \"asin\": \"B0C3H4FHTT\"}],\n\"search_results\": [{\"title\": \"White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations\", \"asin\": \"B0B8S2NVML\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"AFTERLOON\\u00ae Biodegradable Balloons 24 pcs Pearlized White 12 Inch Pearl Color, Pearlescent Thickened Extra Strong Latex Helium Float, Colorful Bulk Color ballon Globos Para Decoration De Fiestas Kids\", \"asin\": \"B01LX8MPZ1\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"Silver Happy Birthday Balloons Banner (3D Silver Lettering) Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun\", \"asin\": \"B085LLRX4H\", \"price\": \"$6.87\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\", \"asin\": \"B0DSBV5DMW\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B087FBZXYG\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun\", \"asin\": \"B0CX9H3Y4Y\", \"price\": \"$6.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"SUWEN White Balloons and Confetti Balloons Set 47PCS Latex Helium White Balloon for Birthday Anniversary Party Decorations\", \"asin\": \"B0D2W4L7R5\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\", \"asin\": \"B0DSBV5DMW\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations\", \"asin\": \"B09BL1PN1X\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sign Birthday Party Decorations for Women Men Boys Girls (White)\", \"asin\": \"B0CF1TMSP6\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Balloons 12 inch, White Latex Balloons 50pcs Party Balloon for Engagement Bachelorette Bridal Shower Wedding Party Birthday Decorations\", \"asin\": \"B0D4PGG32S\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations\", \"asin\": \"B09176C52Y\", \"price\": \"$9.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"TONIFUL Cream White Happy Birthday Balloons Banner, 16 Inch Mylar Foil Letters Birthday Sign Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Party Supplies\", \"asin\": \"B0CCT5DWRW\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon Silver - 16 inch \| Capital Foil Birthday Balloons Banner, Silver Party Decorations for Men, Women\", \"asin\": \"B0DK59WX6Y\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"80PCS HAPPY BIRTHDAY TO YOU Balloons Black White Latex Balloons for Kids Birthday Party Decoration\", \"asin\": \"B0BY4DYMZM\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7 Only 13 left in stock - order soon.\"},\n{\"title\": \"RUBFAC 87pcs White Balloons Different Sizes 18 12 10 5 Inches for Garland Arch, Premium Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration\", \"asin\": \"B0BGS87JWB\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 129pcs White Balloons Different Sizes 18 12 10 5 Inch for Garland Arch,Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration\", \"asin\": \"B0B1B14DRT\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Number Balloon 40 Inch White 1 Balloon Party Decorations, 1 Balloon 1st Birthday Decorations Boy Girl Baby, 1 10 11 15 16 17 18 21 Balloons for Birthday Party\", \"asin\": \"B0CNGWS5G2\", \"price\": \"$3.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"TONIFUL 40 Inch Large Cream White Letter A Balloons Giant Alphabet Letter Balloons,Foil Mylar Big Balloons for Birthday Party,Anniversary,Baby Shower,Wedding Supplies Decorations\", \"asin\": \"B0CRKZ4SLZ\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"40 Inch Cream 1 Balloons for 1st Birthday, Beige White Sand One Balloon Letters with Ribbon, Neutral Ivory Alphabet One Balloon for Boys Girls First Birthday 1 Year Old Baby Shower Party Decorations\", \"asin\": \"B0DF7JWRH4\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White and Clear Birthday Heart Balloons, Heart Shaped Balloons with Cake & Happy Birthday Prints, 10\\\" Transparent Latex Balloons for 1st 10 13 Sweet 16 18 21st 30 40 50 60 70 Birthday Party\", \"asin\": \"B0DQ4ZJ1TC\", \"price\": \"$8.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"Black and White Balloons, 67pcs 12 Inch White Black Thickened Latex Balloons for Birthday, Anniversary, Wedding, Graduation Party Decoration\\u2026\", \"asin\": \"B0D4D58JN2\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Balloons, 12 Inch White Latex Balloons Matte White Helium Balloons with Silver Confetti Balloons for Boho Birthday Baby Shower Wedding Valentine\\u2019s Day Party Decoration\", \"asin\": \"B0CZKTQZYD\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"130pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" Party Latex Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations\", \"asin\": \"B0BKLTHN6Y\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White Balloons, 66pack 12inch White Pearl Latex Party Balloons for Wedding, Birthday, Graduation, Bridal Shower, Baby Shower, Bachelorette and Engagement Decorations\", \"asin\": \"B0C9999KSK\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White and Clear Birthday Heart Balloons, Heart Shaped Balloons with Cake & Happy Birthday Prints, 10\\\" Transparent Latex Balloons for 1st 10 13 Sweet 16 18 21st 30 40 50 60 70 Birthday Party\", \"asin\": \"B0DQ4ZJ1TC\", \"price\": \"$8.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White and Gold Confetti Latex Balloons, 50 Pack 12 inch gold and white Party Balloons with Ribbons for Birthday Graduation Wedding Bridal Shower Party Decoration\", \"asin\": \"B0C4GQ2XM1\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day\", \"asin\": \"B0936K32QX\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"110pcs White Balloon 12 inch, White Latex Balloons for Birthday Party Baby Shower Wedding(with 2 Ribbons).\", \"asin\": \"B0BZHV3JQ3\", \"price\": \"$6.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Happy Birthday Banner - Balloons & Letters for Birthday Decorations\", \"asin\": \"B0DBQPJYV7\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"RUBFAC 65pcs 12 Inches White and Metallic Silver Confetti Balloons Kit, Metallic Silver Chrome Party Balloons with Ribbons for Birthday, Wedding, Baby Shower, Graduation Decorations\", \"asin\": \"B0BYCQCMVY\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"TONIFUL Cream White Happy Birthday Balloons Banner, 16 Inch Mylar Foil Letters Birthday Sign Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Party Supplies\", \"asin\": \"B0CCT5DWRW\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"110 Pack White Balloons 12 Inch, White Latex Party Balloons for Birthday Party Graduation Engagement Anniversary Baby Showers Wedding Decorations New Year Decorations\", \"asin\": \"B0D6351MWY\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pink and Silver Balloons, Pastel Pink White Balloons Metallic Silver Balloons White Pink Party Balloons Macaron Pink Silver Confetti Balloons for Girls Kids Birthday Wedding Baby Shower Graduation\", \"asin\": \"B0CVXLKPMZ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration\", \"asin\": \"B07W9K1R2K\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"130PCS White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" Balloon Garland Arch Kit perfect for Birthday Party, Graduation, Baby Shower, Wedding, Holiday Decoration and Anniversary (White balloons)\", \"asin\": \"B0C5DC2Z5W\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Fayoo White Balloons, 12 Inch White Metallic Balloon Party Decoration for Baby Shower, Christmas Decorations, Birthdays, Bridal Shower, Valentine\\u2019s Day, Graduation 100 Pcs 3.2g\", \"asin\": \"B07PLN5BTQ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Silver Confetti Latex Balloons, 50 Pack 12inch Silver Metallic Chrome Party Balloon Set with Silver Ribbon for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B08343TDQN\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Happy Birthday Balloons Banner, 16 Inch Mylar Foil Balloon Letters Birthday Sign Banner, Reusable Birthday Balloons Kit Birthday Decorations For Kids Adults Birthday Party Favor Supplies White\", \"asin\": \"B0C1GBV7M5\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pearl White Balloons 12 Inch 50PCS Matte Round Pearlized Latex for Wedding Birthday Christmas Baby Shower Anniversary Backdrop Theme Party Arch Decorations\", \"asin\": \"B0BVBCYTR2\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Black and White Balloon Arch Kit 141 Pcs Coquette Birthday Decorations Include Black White Balloon and Black Bow for Wedding Baby Shower Gender Reveal Black Bow Birthday Decorations\", \"asin\": \"B0DLGJLK8P\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"135pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" White Latex Balloon Garland Arch Kit for Boys Girls Birthday Baby Shower Wedding Anniversary Graduation Party Decorations (03-White)\", \"asin\": \"B0D6G8MZGW\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations\", \"asin\": \"B086WTYTG8\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"105pcs White Balloons 12inch Party Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations\", \"asin\": \"B0BTWF5JLS\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"PartyWoo White Balloons, 140 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch White Balloons for Balloon Garland or Balloon Arch as Birthday Party Decorations, White-Y13\", \"asin\": \"B0BDQXLT4C\", \"price\": \"$6.79\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White and Gold Balloons, 12 Inch White Sand Gold Metallic Latex Balloons, Beige Gold Party Balloons for Boho Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0D11Z83MN\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"SUWEN 40 Inch White Large 1 Balloon Number Big Foil Helium Number Balloons 0-9 Giant Jumbo Happy 1st Birthday Party Decorations for Boy or Girl Huge Mylar Anniversary Party Supplies\", \"asin\": \"B0967163J8\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Confetti Balloons, 25 Pcs Thickened 12 Inch Clear Latex Balloon with Confetti Inside for Graduation Engagement Bridal Shower Party Baby Shower Gender Reveal Birthday Party Decoration Supplies\", \"asin\": \"B0BRJ8WYD7\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Balloon Birthday Paty Backdrop White Balloon Happy Birthday Banner White Balloon Photography Background for Home Decorations Party Supplies 70.8 x 47.2 Inch\", \"asin\": \"B0CPJ5KD4B\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Only 8 left in stock - order soon.\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Yiran 50th Birthday Balloons, White Gold Number 50 Balloons, 15Pcs Happy Birthday Balloons Party Deocorations Supplies, 12inch Latex Confetti Balloons for Adult Men Women\", \"asin\": \"B0DJ6XZJNJ\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration\", \"asin\": \"B0DK1MBFZB\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration\", \"asin\": \"B083QVS7VB\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies\", \"asin\": \"B0BJZRS4KR\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations\", \"asin\": \"B0B8S2NVML\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"White Sand Gold Balloons Garland Arch Kit,156PCS White Nude Balloons with Metallic Chrome Gold Latex Balloons for Boho Wedding Baby Bridal Shower Engagement Anniversary Birthday Decorations Backdrop\", \"asin\": \"B0BBGN6SQQ\", \"price\": \"$10.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"GOER Number 30 Balloons for 30th Birthday Party Decorations,42 Inch Jumbo Foil Helium Balloons for 30th Anniversary (White)\", \"asin\": \"B09YNP8JSP\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Black and Silver Balloons, 60 Packs 12 Inch Chrome Metallic Silver Balloons and Confetti Balloons, Black White Silver Balloon for Wedding Engagement Birthday Halloween Decorations\", \"asin\": \"B0CGXNYVW8\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 9 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:16:57.053Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:16:57.053Z	click_product	B0D2W4L7R5	rule	train	1,346	2025-04-05T20:16:57.053Z	click_product	B0D2W4L7R5	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} <\|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": "birthday balloon white"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "promotion_items": [{"title": "VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White", "asin": "B0DSBV5DMW", "price": "$5.99", "quantity": ""}, {"title": "KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations", "asin": "B09176C52Y", "price": "$9.95", "quantity": ""}, {"title": "23pcs Birthday Balloons Banner, 3D Silver Premium Mylar Foil Ecofriendly Letter Happy Birthday Banner with 5pcs Star Balloons Kits for Kids Boys Men Adults Birthday Party Decorations", "asin": "B0BQ5N5CW7", "price": "$8.99", "quantity": ""}, {"title": "BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies", "asin": "B087FBZXYG", "price": "$8.99", "quantity": ""}, {"title": "Silver Happy Birthday Balloons Banner (3D Silver Lettering) Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun", "asin": "B085LLRX4H", "price": "$6.87", "quantity": ""}, {"title": "HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Silver Mylar Cursive Foil Birthday Balloons Banner, Silver Party Decorations for Men, Women", "asin": "B0CKRVVL4W", "price": "$7.99", "quantity": ""}, {"title": "White Sand Balloon Garland Arch Kit 100 Pack 18/12/10/5 Inch Cream White Balloons Different Sizes Matte White Latex Party Balloon for Baby Shower Wedding Happy Birthday Party Decoration", "asin": "B0B12KD7VH", "price": "$8.49", "quantity": ""}, {"title": "18\" Silver Round Shaped Foil Balloons Mylar Helium Balloons for Birthday Party Wedding Baby Shower Decorations, Pack of 20", "asin": "B07TMDV8S7", "price": "$8.99", "quantity": ""}, {"title": "Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \"Happy Birthday\" Printed for Kids Birthday Party Decoration", "asin": "B0892H3TXG", "price": "$9.99", "quantity": ""}, {"title": "Erweicet 60Pcs Baseball Theme Decoration, Navy Blue Red White Confetti Balloons & Foil Balloons, Unisex Birthday Baby Shower", "asin": "B095CF2PF8", "price": "$12.98", "quantity": ""}, {"title": "White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations", "asin": "B09BL1PN1X", "price": "$6.99", "quantity": ""}, {"title": "Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day", "asin": "B0936K32QX", "price": "$8.99", "quantity": ""}], "ads": [{"title": "Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day", "asin": "B0936K32QX"}, {"title": "Bezente White Balloons Latex Party Balloons - 150 Pack 5 inch Matte White Helium Balloons for White Themed Wedding Birthday Baby Shower Party Decorations", "asin": "B0CCS1TSKX"}, {"title": "Bezente White Balloons 18 Inch - 30 Pack Large Thick White Balloons Big Round White Latex Balloons for Wedding Baby Shower Anniversary Birthday Party Decorations", "asin": "B0C3H4FHTT"}], "search_results": [{"title": "White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations", "asin": "B0B8S2NVML", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "AFTERLOON\u00ae Biodegradable Balloons 24 pcs Pearlized White 12 Inch Pearl Color, Pearlescent Thickened Extra Strong Latex Helium Float, Colorful Bulk Color ballon Globos Para Decoration De Fiestas Kids", "asin": "B01LX8MPZ1", "price": "$9.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "Silver Happy Birthday Balloons Banner (3D Silver Lettering) Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun", "asin": "B085LLRX4H", "price": "$6.87", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White", "asin": "B0DSBV5DMW", "price": "$5.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies", "asin": "B087FBZXYG", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun", "asin": "B0CX9H3Y4Y", "price": "$6.87", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "SUWEN White Balloons and Confetti Balloons Set 47PCS Latex Helium White Balloon for Birthday Anniversary Party Decorations", "asin": "B0D2W4L7R5", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White", "asin": "B0DSBV5DMW", "price": "$5.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations", "asin": "B09BL1PN1X", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sign Birthday Party Decorations for Women Men Boys Girls (White)", "asin": "B0CF1TMSP6", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White Balloons 12 inch, White Latex Balloons 50pcs Party Balloon for Engagement Bachelorette Bridal Shower Wedding Party Birthday Decorations", "asin": "B0D4PGG32S", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations", "asin": "B09176C52Y", "price": "$9.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1", "asin": "B0BFW2LDHD", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "TONIFUL Cream White Happy Birthday Balloons Banner, 16 Inch Mylar Foil Letters Birthday Sign Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Party Supplies", "asin": "B0CCT5DWRW", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "HOUSE OF PARTY Happy Birthday Balloon Silver - 16 inch \| Capital Foil Birthday Balloons Banner, Silver Party Decorations for Men, Women", "asin": "B0DK59WX6Y", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "80PCS HAPPY BIRTHDAY TO YOU Balloons Black White Latex Balloons for Kids Birthday Party Decoration", "asin": "B0BY4DYMZM", "price": "$9.99", "delivery": " Two-Day FREE delivery Mon, Apr 7 Only 13 left in stock - order soon."}, {"title": "RUBFAC 87pcs White Balloons Different Sizes 18 12 10 5 Inches for Garland Arch, Premium Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration", "asin": "B0BGS87JWB", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "RUBFAC 129pcs White Balloons Different Sizes 18 12 10 5 Inch for Garland Arch,Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration", "asin": "B0B1B14DRT", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Number Balloon 40 Inch White 1 Balloon Party Decorations, 1 Balloon 1st Birthday Decorations Boy Girl Baby, 1 10 11 15 16 17 18 21 Balloons for Birthday Party", "asin": "B0CNGWS5G2", "price": "$3.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "TONIFUL 40 Inch Large Cream White Letter A Balloons Giant Alphabet Letter Balloons,Foil Mylar Big Balloons for Birthday Party,Anniversary,Baby Shower,Wedding Supplies Decorations", "asin": "B0CRKZ4SLZ", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "40 Inch Cream 1 Balloons for 1st Birthday, Beige White Sand One Balloon Letters with Ribbon, Neutral Ivory Alphabet One Balloon for Boys Girls First Birthday 1 Year Old Baby Shower Party Decorations", "asin": "B0DF7JWRH4", "price": "$5.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "White and Clear Birthday Heart Balloons, Heart Shaped Balloons with Cake & Happy Birthday Prints, 10\" Transparent Latex Balloons for 1st 10 13 Sweet 16 18 21st 30 40 50 60 70 Birthday Party", "asin": "B0DQ4ZJ1TC", "price": "$8.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "Black and White Balloons, 67pcs 12 Inch White Black Thickened Latex Balloons for Birthday, Anniversary, Wedding, Graduation Party Decoration\u2026", "asin": "B0D4D58JN2", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White Balloons, 12 Inch White Latex Balloons Matte White Helium Balloons with Silver Confetti Balloons for Boho Birthday Baby Shower Wedding Valentine\u2019s Day Party Decoration", "asin": "B0CZKTQZYD", "price": "$8.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "130pcs White Balloons Different Sizes 18\" 12\" 10\" 5\" Party Latex Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations", "asin": "B0BKLTHN6Y", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "White Balloons, 66pack 12inch White Pearl Latex Party Balloons for Wedding, Birthday, Graduation, Bridal Shower, Baby Shower, Bachelorette and Engagement Decorations", "asin": "B0C9999KSK", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White and Clear Birthday Heart Balloons, Heart Shaped Balloons with Cake & Happy Birthday Prints, 10\" Transparent Latex Balloons for 1st 10 13 Sweet 16 18 21st 30 40 50 60 70 Birthday Party", "asin": "B0DQ4ZJ1TC", "price": "$8.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "White and Gold Confetti Latex Balloons, 50 Pack 12 inch gold and white Party Balloons with Ribbons for Birthday Graduation Wedding Bridal Shower Party Decoration", "asin": "B0C4GQ2XM1", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day", "asin": "B0936K32QX", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "110pcs White Balloon 12 inch, White Latex Balloons for Birthday Party Baby Shower Wedding(with 2 Ribbons).", "asin": "B0BZHV3JQ3", "price": "$6.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White Happy Birthday Banner - Balloons & Letters for Birthday Decorations", "asin": "B0DBQPJYV7", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies", "asin": "B0C371239L", "price": "$6.98", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "RUBFAC 65pcs 12 Inches White and Metallic Silver Confetti Balloons Kit, Metallic Silver Chrome Party Balloons with Ribbons for Birthday, Wedding, Baby Shower, Graduation Decorations", "asin": "B0BYCQCMVY", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "TONIFUL Cream White Happy Birthday Balloons Banner, 16 Inch Mylar Foil Letters Birthday Sign Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Party Supplies", "asin": "B0CCT5DWRW", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "110 Pack White Balloons 12 Inch, White Latex Party Balloons for Birthday Party Graduation Engagement Anniversary Baby Showers Wedding Decorations New Year Decorations", "asin": "B0D6351MWY", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pink and Silver Balloons, Pastel Pink White Balloons Metallic Silver Balloons White Pink Party Balloons Macaron Pink Silver Confetti Balloons for Girls Kids Birthday Wedding Baby Shower Graduation", "asin": "B0CVXLKPMZ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration", "asin": "B07W9K1R2K", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "130PCS White Balloons Different Sizes 18\" 12\" 10\" 5\" Balloon Garland Arch Kit perfect for Birthday Party, Graduation, Baby Shower, Wedding, Holiday Decoration and Anniversary (White balloons)", "asin": "B0C5DC2Z5W", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Fayoo White Balloons, 12 Inch White Metallic Balloon Party Decoration for Baby Shower, Christmas Decorations, Birthdays, Bridal Shower, Valentine\u2019s Day, Graduation 100 Pcs 3.2g", "asin": "B07PLN5BTQ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White Silver Confetti Latex Balloons, 50 Pack 12inch Silver Metallic Chrome Party Balloon Set with Silver Ribbon for Wedding Birthday Baby Shower Decorations", "asin": "B08343TDQN", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Happy Birthday Balloons Banner, 16 Inch Mylar Foil Balloon Letters Birthday Sign Banner, Reusable Birthday Balloons Kit Birthday Decorations For Kids Adults Birthday Party Favor Supplies White", "asin": "B0C1GBV7M5", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pearl White Balloons 12 Inch 50PCS Matte Round Pearlized Latex for Wedding Birthday Christmas Baby Shower Anniversary Backdrop Theme Party Arch Decorations", "asin": "B0BVBCYTR2", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Black and White Balloon Arch Kit 141 Pcs Coquette Birthday Decorations Include Black White Balloon and Black Bow for Wedding Baby Shower Gender Reveal Black Bow Birthday Decorations", "asin": "B0DLGJLK8P", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "135pcs White Balloons Different Sizes 18\" 12\" 10\" 5\" White Latex Balloon Garland Arch Kit for Boys Girls Birthday Baby Shower Wedding Anniversary Graduation Party Decorations (03-White)", "asin": "B0D6G8MZGW", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations", "asin": "B086WTYTG8", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "105pcs White Balloons 12inch Party Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations", "asin": "B0BTWF5JLS", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "PartyWoo White Balloons, 140 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch White Balloons for Balloon Garland or Balloon Arch as Birthday Party Decorations, White-Y13", "asin": "B0BDQXLT4C", "price": "$6.79", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "White and Gold Balloons, 12 Inch White Sand Gold Metallic Latex Balloons, Beige Gold Party Balloons for Boho Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0D11Z83MN", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "SUWEN 40 Inch White Large 1 Balloon Number Big Foil Helium Number Balloons 0-9 Giant Jumbo Happy 1st Birthday Party Decorations for Boy or Girl Huge Mylar Anniversary Party Supplies", "asin": "B0967163J8", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White Confetti Balloons, 25 Pcs Thickened 12 Inch Clear Latex Balloon with Confetti Inside for Graduation Engagement Bridal Shower Party Baby Shower Gender Reveal Birthday Party Decoration Supplies", "asin": "B0BRJ8WYD7", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White Balloon Birthday Paty Backdrop White Balloon Happy Birthday Banner White Balloon Photography Background for Home Decorations Party Supplies 70.8 x 47.2 Inch", "asin": "B0CPJ5KD4B", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Only 8 left in stock - order soon."}, {"title": "40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1", "asin": "B0BFW2LDHD", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Yiran 50th Birthday Balloons, White Gold Number 50 Balloons, 15Pcs Happy Birthday Balloons Party Deocorations Supplies, 12inch Latex Confetti Balloons for Adult Men Women", "asin": "B0DJ6XZJNJ", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration", "asin": "B0DK1MBFZB", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration", "asin": "B083QVS7VB", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies", "asin": "B0BJZRS4KR", "price": "$5.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations", "asin": "B0B8S2NVML", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "White Sand Gold Balloons Garland Arch Kit,156PCS White Nude Balloons with Metallic Chrome Gold Latex Balloons for Boho Wedding Baby Bridal Shower Engagement Anniversary Birthday Decorations Backdrop", "asin": "B0BBGN6SQQ", "price": "$10.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "GOER Number 30 Balloons for 30th Birthday Party Decorations,42 Inch Jumbo Foil Helium Balloons for 30th Anniversary (White)", "asin": "B09YNP8JSP", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Black and Silver Balloons, 60 Packs 12 Inch Chrome Metallic Silver Balloons and Confetti Balloons, Black White Silver Balloon for Wedding Engagement Birthday Halloween Decorations", "asin": "B0CGXNYVW8", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 9 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:16:57.053Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:16:57.053Z\",\"action\": \"click_product\",\"acion_argument\": \"B0D2W4L7R5\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:16:57.053Z\",\"action\": \"click_product\",\"acion_argument\": \"B0D2W4L7R5\",}</answer>", "index": 1346, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\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\"search_term\": [{\"term\": \"birthday balloon white\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\", \"asin\": \"B0DSBV5DMW\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations\", \"asin\": \"B09176C52Y\", \"price\": \"$9.95\", \"quantity\": \"\"},\n{\"title\": \"23pcs Birthday Balloons Banner, 3D Silver Premium Mylar Foil Ecofriendly Letter Happy Birthday Banner with 5pcs Star Balloons Kits for Kids Boys Men Adults Birthday Party Decorations\", \"asin\": \"B0BQ5N5CW7\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B087FBZXYG\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Silver Happy Birthday Balloons Banner (3D Silver Lettering) Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun\", \"asin\": \"B085LLRX4H\", \"price\": \"$6.87\", \"quantity\": \"\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Silver Mylar Cursive Foil Birthday Balloons Banner, Silver Party Decorations for Men, Women\", \"asin\": \"B0CKRVVL4W\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloon Garland Arch Kit 100 Pack 18/12/10/5 Inch Cream White Balloons Different Sizes Matte White Latex Party Balloon for Baby Shower Wedding Happy Birthday Party Decoration\", \"asin\": \"B0B12KD7VH\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"18\\\" Silver Round Shaped Foil Balloons Mylar Helium Balloons for Birthday Party Wedding Baby Shower Decorations, Pack of 20\", \"asin\": \"B07TMDV8S7\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \\\"Happy Birthday\\\" Printed for Kids Birthday Party Decoration\", \"asin\": \"B0892H3TXG\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Erweicet 60Pcs Baseball Theme Decoration, Navy Blue Red White Confetti Balloons & Foil Balloons, Unisex Birthday Baby Shower\", \"asin\": \"B095CF2PF8\", \"price\": \"$12.98\", \"quantity\": \"\"},\n{\"title\": \"White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations\", \"asin\": \"B09BL1PN1X\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day\", \"asin\": \"B0936K32QX\", \"price\": \"$8.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day\", \"asin\": \"B0936K32QX\"},\n{\"title\": \"Bezente White Balloons Latex Party Balloons - 150 Pack 5 inch Matte White Helium Balloons for White Themed Wedding Birthday Baby Shower Party Decorations\", \"asin\": \"B0CCS1TSKX\"},\n{\"title\": \"Bezente White Balloons 18 Inch - 30 Pack Large Thick White Balloons Big Round White Latex Balloons for Wedding Baby Shower Anniversary Birthday Party Decorations\", \"asin\": \"B0C3H4FHTT\"}],\n\"search_results\": [{\"title\": \"White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations\", \"asin\": \"B0B8S2NVML\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"AFTERLOON\\u00ae Biodegradable Balloons 24 pcs Pearlized White 12 Inch Pearl Color, Pearlescent Thickened Extra Strong Latex Helium Float, Colorful Bulk Color ballon Globos Para Decoration De Fiestas Kids\", \"asin\": \"B01LX8MPZ1\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"Silver Happy Birthday Balloons Banner (3D Silver Lettering) Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun\", \"asin\": \"B085LLRX4H\", \"price\": \"$6.87\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\", \"asin\": \"B0DSBV5DMW\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B087FBZXYG\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun\", \"asin\": \"B0CX9H3Y4Y\", \"price\": \"$6.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"SUWEN White Balloons and Confetti Balloons Set 47PCS Latex Helium White Balloon for Birthday Anniversary Party Decorations\", \"asin\": \"B0D2W4L7R5\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\", \"asin\": \"B0DSBV5DMW\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations\", \"asin\": \"B09BL1PN1X\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sign Birthday Party Decorations for Women Men Boys Girls (White)\", \"asin\": \"B0CF1TMSP6\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Balloons 12 inch, White Latex Balloons 50pcs Party Balloon for Engagement Bachelorette Bridal Shower Wedding Party Birthday Decorations\", \"asin\": \"B0D4PGG32S\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations\", \"asin\": \"B09176C52Y\", \"price\": \"$9.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"TONIFUL Cream White Happy Birthday Balloons Banner, 16 Inch Mylar Foil Letters Birthday Sign Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Party Supplies\", \"asin\": \"B0CCT5DWRW\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon Silver - 16 inch \| Capital Foil Birthday Balloons Banner, Silver Party Decorations for Men, Women\", \"asin\": \"B0DK59WX6Y\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"80PCS HAPPY BIRTHDAY TO YOU Balloons Black White Latex Balloons for Kids Birthday Party Decoration\", \"asin\": \"B0BY4DYMZM\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7 Only 13 left in stock - order soon.\"},\n{\"title\": \"RUBFAC 87pcs White Balloons Different Sizes 18 12 10 5 Inches for Garland Arch, Premium Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration\", \"asin\": \"B0BGS87JWB\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 129pcs White Balloons Different Sizes 18 12 10 5 Inch for Garland Arch,Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration\", \"asin\": \"B0B1B14DRT\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Number Balloon 40 Inch White 1 Balloon Party Decorations, 1 Balloon 1st Birthday Decorations Boy Girl Baby, 1 10 11 15 16 17 18 21 Balloons for Birthday Party\", \"asin\": \"B0CNGWS5G2\", \"price\": \"$3.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"TONIFUL 40 Inch Large Cream White Letter A Balloons Giant Alphabet Letter Balloons,Foil Mylar Big Balloons for Birthday Party,Anniversary,Baby Shower,Wedding Supplies Decorations\", \"asin\": \"B0CRKZ4SLZ\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"40 Inch Cream 1 Balloons for 1st Birthday, Beige White Sand One Balloon Letters with Ribbon, Neutral Ivory Alphabet One Balloon for Boys Girls First Birthday 1 Year Old Baby Shower Party Decorations\", \"asin\": \"B0DF7JWRH4\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White and Clear Birthday Heart Balloons, Heart Shaped Balloons with Cake & Happy Birthday Prints, 10\\\" Transparent Latex Balloons for 1st 10 13 Sweet 16 18 21st 30 40 50 60 70 Birthday Party\", \"asin\": \"B0DQ4ZJ1TC\", \"price\": \"$8.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"Black and White Balloons, 67pcs 12 Inch White Black Thickened Latex Balloons for Birthday, Anniversary, Wedding, Graduation Party Decoration\\u2026\", \"asin\": \"B0D4D58JN2\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Balloons, 12 Inch White Latex Balloons Matte White Helium Balloons with Silver Confetti Balloons for Boho Birthday Baby Shower Wedding Valentine\\u2019s Day Party Decoration\", \"asin\": \"B0CZKTQZYD\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"130pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" Party Latex Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations\", \"asin\": \"B0BKLTHN6Y\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White Balloons, 66pack 12inch White Pearl Latex Party Balloons for Wedding, Birthday, Graduation, Bridal Shower, Baby Shower, Bachelorette and Engagement Decorations\", \"asin\": \"B0C9999KSK\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White and Clear Birthday Heart Balloons, Heart Shaped Balloons with Cake & Happy Birthday Prints, 10\\\" Transparent Latex Balloons for 1st 10 13 Sweet 16 18 21st 30 40 50 60 70 Birthday Party\", \"asin\": \"B0DQ4ZJ1TC\", \"price\": \"$8.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White and Gold Confetti Latex Balloons, 50 Pack 12 inch gold and white Party Balloons with Ribbons for Birthday Graduation Wedding Bridal Shower Party Decoration\", \"asin\": \"B0C4GQ2XM1\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day\", \"asin\": \"B0936K32QX\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"110pcs White Balloon 12 inch, White Latex Balloons for Birthday Party Baby Shower Wedding(with 2 Ribbons).\", \"asin\": \"B0BZHV3JQ3\", \"price\": \"$6.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Happy Birthday Banner - Balloons & Letters for Birthday Decorations\", \"asin\": \"B0DBQPJYV7\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"RUBFAC 65pcs 12 Inches White and Metallic Silver Confetti Balloons Kit, Metallic Silver Chrome Party Balloons with Ribbons for Birthday, Wedding, Baby Shower, Graduation Decorations\", \"asin\": \"B0BYCQCMVY\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"TONIFUL Cream White Happy Birthday Balloons Banner, 16 Inch Mylar Foil Letters Birthday Sign Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Party Supplies\", \"asin\": \"B0CCT5DWRW\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"110 Pack White Balloons 12 Inch, White Latex Party Balloons for Birthday Party Graduation Engagement Anniversary Baby Showers Wedding Decorations New Year Decorations\", \"asin\": \"B0D6351MWY\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pink and Silver Balloons, Pastel Pink White Balloons Metallic Silver Balloons White Pink Party Balloons Macaron Pink Silver Confetti Balloons for Girls Kids Birthday Wedding Baby Shower Graduation\", \"asin\": \"B0CVXLKPMZ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration\", \"asin\": \"B07W9K1R2K\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"130PCS White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" Balloon Garland Arch Kit perfect for Birthday Party, Graduation, Baby Shower, Wedding, Holiday Decoration and Anniversary (White balloons)\", \"asin\": \"B0C5DC2Z5W\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Fayoo White Balloons, 12 Inch White Metallic Balloon Party Decoration for Baby Shower, Christmas Decorations, Birthdays, Bridal Shower, Valentine\\u2019s Day, Graduation 100 Pcs 3.2g\", \"asin\": \"B07PLN5BTQ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Silver Confetti Latex Balloons, 50 Pack 12inch Silver Metallic Chrome Party Balloon Set with Silver Ribbon for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B08343TDQN\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Happy Birthday Balloons Banner, 16 Inch Mylar Foil Balloon Letters Birthday Sign Banner, Reusable Birthday Balloons Kit Birthday Decorations For Kids Adults Birthday Party Favor Supplies White\", \"asin\": \"B0C1GBV7M5\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pearl White Balloons 12 Inch 50PCS Matte Round Pearlized Latex for Wedding Birthday Christmas Baby Shower Anniversary Backdrop Theme Party Arch Decorations\", \"asin\": \"B0BVBCYTR2\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Black and White Balloon Arch Kit 141 Pcs Coquette Birthday Decorations Include Black White Balloon and Black Bow for Wedding Baby Shower Gender Reveal Black Bow Birthday Decorations\", \"asin\": \"B0DLGJLK8P\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"135pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" White Latex Balloon Garland Arch Kit for Boys Girls Birthday Baby Shower Wedding Anniversary Graduation Party Decorations (03-White)\", \"asin\": \"B0D6G8MZGW\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations\", \"asin\": \"B086WTYTG8\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"105pcs White Balloons 12inch Party Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations\", \"asin\": \"B0BTWF5JLS\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"PartyWoo White Balloons, 140 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch White Balloons for Balloon Garland or Balloon Arch as Birthday Party Decorations, White-Y13\", \"asin\": \"B0BDQXLT4C\", \"price\": \"$6.79\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White and Gold Balloons, 12 Inch White Sand Gold Metallic Latex Balloons, Beige Gold Party Balloons for Boho Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0D11Z83MN\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"SUWEN 40 Inch White Large 1 Balloon Number Big Foil Helium Number Balloons 0-9 Giant Jumbo Happy 1st Birthday Party Decorations for Boy or Girl Huge Mylar Anniversary Party Supplies\", \"asin\": \"B0967163J8\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Confetti Balloons, 25 Pcs Thickened 12 Inch Clear Latex Balloon with Confetti Inside for Graduation Engagement Bridal Shower Party Baby Shower Gender Reveal Birthday Party Decoration Supplies\", \"asin\": \"B0BRJ8WYD7\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Balloon Birthday Paty Backdrop White Balloon Happy Birthday Banner White Balloon Photography Background for Home Decorations Party Supplies 70.8 x 47.2 Inch\", \"asin\": \"B0CPJ5KD4B\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Only 8 left in stock - order soon.\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Yiran 50th Birthday Balloons, White Gold Number 50 Balloons, 15Pcs Happy Birthday Balloons Party Deocorations Supplies, 12inch Latex Confetti Balloons for Adult Men Women\", \"asin\": \"B0DJ6XZJNJ\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration\", \"asin\": \"B0DK1MBFZB\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration\", \"asin\": \"B083QVS7VB\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies\", \"asin\": \"B0BJZRS4KR\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations\", \"asin\": \"B0B8S2NVML\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"White Sand Gold Balloons Garland Arch Kit,156PCS White Nude Balloons with Metallic Chrome Gold Latex Balloons for Boho Wedding Baby Bridal Shower Engagement Anniversary Birthday Decorations Backdrop\", \"asin\": \"B0BBGN6SQQ\", \"price\": \"$10.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"GOER Number 30 Balloons for 30th Birthday Party Decorations,42 Inch Jumbo Foil Helium Balloons for 30th Anniversary (White)\", \"asin\": \"B09YNP8JSP\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Black and Silver Balloons, 60 Packs 12 Inch Chrome Metallic Silver Balloons and Confetti Balloons, Black White Silver Balloon for Wedding Engagement Birthday Halloween Decorations\", \"asin\": \"B0CGXNYVW8\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 9 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:16:57.053Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\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\"search_term\": [{\"term\": \"birthday balloon white\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\", \"asin\": \"B0DSBV5DMW\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations\", \"asin\": \"B09176C52Y\", \"price\": \"$9.95\", \"quantity\": \"\"},\n{\"title\": \"23pcs Birthday Balloons Banner, 3D Silver Premium Mylar Foil Ecofriendly Letter Happy Birthday Banner with 5pcs Star Balloons Kits for Kids Boys Men Adults Birthday Party Decorations\", \"asin\": \"B0BQ5N5CW7\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B087FBZXYG\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Silver Happy Birthday Balloons Banner (3D Silver Lettering) Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun\", \"asin\": \"B085LLRX4H\", \"price\": \"$6.87\", \"quantity\": \"\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Silver Mylar Cursive Foil Birthday Balloons Banner, Silver Party Decorations for Men, Women\", \"asin\": \"B0CKRVVL4W\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloon Garland Arch Kit 100 Pack 18/12/10/5 Inch Cream White Balloons Different Sizes Matte White Latex Party Balloon for Baby Shower Wedding Happy Birthday Party Decoration\", \"asin\": \"B0B12KD7VH\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"18\\\" Silver Round Shaped Foil Balloons Mylar Helium Balloons for Birthday Party Wedding Baby Shower Decorations, Pack of 20\", \"asin\": \"B07TMDV8S7\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \\\"Happy Birthday\\\" Printed for Kids Birthday Party Decoration\", \"asin\": \"B0892H3TXG\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Erweicet 60Pcs Baseball Theme Decoration, Navy Blue Red White Confetti Balloons & Foil Balloons, Unisex Birthday Baby Shower\", \"asin\": \"B095CF2PF8\", \"price\": \"$12.98\", \"quantity\": \"\"},\n{\"title\": \"White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations\", \"asin\": \"B09BL1PN1X\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day\", \"asin\": \"B0936K32QX\", \"price\": \"$8.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day\", \"asin\": \"B0936K32QX\"},\n{\"title\": \"Bezente White Balloons Latex Party Balloons - 150 Pack 5 inch Matte White Helium Balloons for White Themed Wedding Birthday Baby Shower Party Decorations\", \"asin\": \"B0CCS1TSKX\"},\n{\"title\": \"Bezente White Balloons 18 Inch - 30 Pack Large Thick White Balloons Big Round White Latex Balloons for Wedding Baby Shower Anniversary Birthday Party Decorations\", \"asin\": \"B0C3H4FHTT\"}],\n\"search_results\": [{\"title\": \"White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations\", \"asin\": \"B0B8S2NVML\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"AFTERLOON\\u00ae Biodegradable Balloons 24 pcs Pearlized White 12 Inch Pearl Color, Pearlescent Thickened Extra Strong Latex Helium Float, Colorful Bulk Color ballon Globos Para Decoration De Fiestas Kids\", \"asin\": \"B01LX8MPZ1\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"Silver Happy Birthday Balloons Banner (3D Silver Lettering) Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun\", \"asin\": \"B085LLRX4H\", \"price\": \"$6.87\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\", \"asin\": \"B0DSBV5DMW\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B087FBZXYG\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun\", \"asin\": \"B0CX9H3Y4Y\", \"price\": \"$6.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"SUWEN White Balloons and Confetti Balloons Set 47PCS Latex Helium White Balloon for Birthday Anniversary Party Decorations\", \"asin\": \"B0D2W4L7R5\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\", \"asin\": \"B0DSBV5DMW\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations\", \"asin\": \"B09BL1PN1X\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sign Birthday Party Decorations for Women Men Boys Girls (White)\", \"asin\": \"B0CF1TMSP6\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Balloons 12 inch, White Latex Balloons 50pcs Party Balloon for Engagement Bachelorette Bridal Shower Wedding Party Birthday Decorations\", \"asin\": \"B0D4PGG32S\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations\", \"asin\": \"B09176C52Y\", \"price\": \"$9.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"TONIFUL Cream White Happy Birthday Balloons Banner, 16 Inch Mylar Foil Letters Birthday Sign Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Party Supplies\", \"asin\": \"B0CCT5DWRW\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon Silver - 16 inch \| Capital Foil Birthday Balloons Banner, Silver Party Decorations for Men, Women\", \"asin\": \"B0DK59WX6Y\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"80PCS HAPPY BIRTHDAY TO YOU Balloons Black White Latex Balloons for Kids Birthday Party Decoration\", \"asin\": \"B0BY4DYMZM\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7 Only 13 left in stock - order soon.\"},\n{\"title\": \"RUBFAC 87pcs White Balloons Different Sizes 18 12 10 5 Inches for Garland Arch, Premium Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration\", \"asin\": \"B0BGS87JWB\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 129pcs White Balloons Different Sizes 18 12 10 5 Inch for Garland Arch,Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration\", \"asin\": \"B0B1B14DRT\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Number Balloon 40 Inch White 1 Balloon Party Decorations, 1 Balloon 1st Birthday Decorations Boy Girl Baby, 1 10 11 15 16 17 18 21 Balloons for Birthday Party\", \"asin\": \"B0CNGWS5G2\", \"price\": \"$3.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"TONIFUL 40 Inch Large Cream White Letter A Balloons Giant Alphabet Letter Balloons,Foil Mylar Big Balloons for Birthday Party,Anniversary,Baby Shower,Wedding Supplies Decorations\", \"asin\": \"B0CRKZ4SLZ\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"40 Inch Cream 1 Balloons for 1st Birthday, Beige White Sand One Balloon Letters with Ribbon, Neutral Ivory Alphabet One Balloon for Boys Girls First Birthday 1 Year Old Baby Shower Party Decorations\", \"asin\": \"B0DF7JWRH4\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White and Clear Birthday Heart Balloons, Heart Shaped Balloons with Cake & Happy Birthday Prints, 10\\\" Transparent Latex Balloons for 1st 10 13 Sweet 16 18 21st 30 40 50 60 70 Birthday Party\", \"asin\": \"B0DQ4ZJ1TC\", \"price\": \"$8.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"Black and White Balloons, 67pcs 12 Inch White Black Thickened Latex Balloons for Birthday, Anniversary, Wedding, Graduation Party Decoration\\u2026\", \"asin\": \"B0D4D58JN2\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Balloons, 12 Inch White Latex Balloons Matte White Helium Balloons with Silver Confetti Balloons for Boho Birthday Baby Shower Wedding Valentine\\u2019s Day Party Decoration\", \"asin\": \"B0CZKTQZYD\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"130pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" Party Latex Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations\", \"asin\": \"B0BKLTHN6Y\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White Balloons, 66pack 12inch White Pearl Latex Party Balloons for Wedding, Birthday, Graduation, Bridal Shower, Baby Shower, Bachelorette and Engagement Decorations\", \"asin\": \"B0C9999KSK\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White and Clear Birthday Heart Balloons, Heart Shaped Balloons with Cake & Happy Birthday Prints, 10\\\" Transparent Latex Balloons for 1st 10 13 Sweet 16 18 21st 30 40 50 60 70 Birthday Party\", \"asin\": \"B0DQ4ZJ1TC\", \"price\": \"$8.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White and Gold Confetti Latex Balloons, 50 Pack 12 inch gold and white Party Balloons with Ribbons for Birthday Graduation Wedding Bridal Shower Party Decoration\", \"asin\": \"B0C4GQ2XM1\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day\", \"asin\": \"B0936K32QX\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"110pcs White Balloon 12 inch, White Latex Balloons for Birthday Party Baby Shower Wedding(with 2 Ribbons).\", \"asin\": \"B0BZHV3JQ3\", \"price\": \"$6.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Happy Birthday Banner - Balloons & Letters for Birthday Decorations\", \"asin\": \"B0DBQPJYV7\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"RUBFAC 65pcs 12 Inches White and Metallic Silver Confetti Balloons Kit, Metallic Silver Chrome Party Balloons with Ribbons for Birthday, Wedding, Baby Shower, Graduation Decorations\", \"asin\": \"B0BYCQCMVY\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"TONIFUL Cream White Happy Birthday Balloons Banner, 16 Inch Mylar Foil Letters Birthday Sign Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Party Supplies\", \"asin\": \"B0CCT5DWRW\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"110 Pack White Balloons 12 Inch, White Latex Party Balloons for Birthday Party Graduation Engagement Anniversary Baby Showers Wedding Decorations New Year Decorations\", \"asin\": \"B0D6351MWY\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pink and Silver Balloons, Pastel Pink White Balloons Metallic Silver Balloons White Pink Party Balloons Macaron Pink Silver Confetti Balloons for Girls Kids Birthday Wedding Baby Shower Graduation\", \"asin\": \"B0CVXLKPMZ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration\", \"asin\": \"B07W9K1R2K\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"130PCS White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" Balloon Garland Arch Kit perfect for Birthday Party, Graduation, Baby Shower, Wedding, Holiday Decoration and Anniversary (White balloons)\", \"asin\": \"B0C5DC2Z5W\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Fayoo White Balloons, 12 Inch White Metallic Balloon Party Decoration for Baby Shower, Christmas Decorations, Birthdays, Bridal Shower, Valentine\\u2019s Day, Graduation 100 Pcs 3.2g\", \"asin\": \"B07PLN5BTQ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Silver Confetti Latex Balloons, 50 Pack 12inch Silver Metallic Chrome Party Balloon Set with Silver Ribbon for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B08343TDQN\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Happy Birthday Balloons Banner, 16 Inch Mylar Foil Balloon Letters Birthday Sign Banner, Reusable Birthday Balloons Kit Birthday Decorations For Kids Adults Birthday Party Favor Supplies White\", \"asin\": \"B0C1GBV7M5\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pearl White Balloons 12 Inch 50PCS Matte Round Pearlized Latex for Wedding Birthday Christmas Baby Shower Anniversary Backdrop Theme Party Arch Decorations\", \"asin\": \"B0BVBCYTR2\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Black and White Balloon Arch Kit 141 Pcs Coquette Birthday Decorations Include Black White Balloon and Black Bow for Wedding Baby Shower Gender Reveal Black Bow Birthday Decorations\", \"asin\": \"B0DLGJLK8P\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"135pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" White Latex Balloon Garland Arch Kit for Boys Girls Birthday Baby Shower Wedding Anniversary Graduation Party Decorations (03-White)\", \"asin\": \"B0D6G8MZGW\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations\", \"asin\": \"B086WTYTG8\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"105pcs White Balloons 12inch Party Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations\", \"asin\": \"B0BTWF5JLS\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"PartyWoo White Balloons, 140 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch White Balloons for Balloon Garland or Balloon Arch as Birthday Party Decorations, White-Y13\", \"asin\": \"B0BDQXLT4C\", \"price\": \"$6.79\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White and Gold Balloons, 12 Inch White Sand Gold Metallic Latex Balloons, Beige Gold Party Balloons for Boho Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0D11Z83MN\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"SUWEN 40 Inch White Large 1 Balloon Number Big Foil Helium Number Balloons 0-9 Giant Jumbo Happy 1st Birthday Party Decorations for Boy or Girl Huge Mylar Anniversary Party Supplies\", \"asin\": \"B0967163J8\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Confetti Balloons, 25 Pcs Thickened 12 Inch Clear Latex Balloon with Confetti Inside for Graduation Engagement Bridal Shower Party Baby Shower Gender Reveal Birthday Party Decoration Supplies\", \"asin\": \"B0BRJ8WYD7\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Balloon Birthday Paty Backdrop White Balloon Happy Birthday Banner White Balloon Photography Background for Home Decorations Party Supplies 70.8 x 47.2 Inch\", \"asin\": \"B0CPJ5KD4B\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Only 8 left in stock - order soon.\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Yiran 50th Birthday Balloons, White Gold Number 50 Balloons, 15Pcs Happy Birthday Balloons Party Deocorations Supplies, 12inch Latex Confetti Balloons for Adult Men Women\", \"asin\": \"B0DJ6XZJNJ\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration\", \"asin\": \"B0DK1MBFZB\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration\", \"asin\": \"B083QVS7VB\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies\", \"asin\": \"B0BJZRS4KR\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations\", \"asin\": \"B0B8S2NVML\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"White Sand Gold Balloons Garland Arch Kit,156PCS White Nude Balloons with Metallic Chrome Gold Latex Balloons for Boho Wedding Baby Bridal Shower Engagement Anniversary Birthday Decorations Backdrop\", \"asin\": \"B0BBGN6SQQ\", \"price\": \"$10.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"GOER Number 30 Balloons for 30th Birthday Party Decorations,42 Inch Jumbo Foil Helium Balloons for 30th Anniversary (White)\", \"asin\": \"B09YNP8JSP\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Black and Silver Balloons, 60 Packs 12 Inch Chrome Metallic Silver Balloons and Confetti Balloons, Black White Silver Balloon for Wedding Engagement Birthday Halloween Decorations\", \"asin\": \"B0CGXNYVW8\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 9 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:17:09.991Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:17:09.991Z	click_product	B0DSBV5DMW	rule	train	1,347	2025-04-05T20:17:09.991Z	click_product	B0DSBV5DMW	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} <\|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": "birthday balloon white"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "promotion_items": [{"title": "VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White", "asin": "B0DSBV5DMW", "price": "$5.99", "quantity": ""}, {"title": "KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations", "asin": "B09176C52Y", "price": "$9.95", "quantity": ""}, {"title": "23pcs Birthday Balloons Banner, 3D Silver Premium Mylar Foil Ecofriendly Letter Happy Birthday Banner with 5pcs Star Balloons Kits for Kids Boys Men Adults Birthday Party Decorations", "asin": "B0BQ5N5CW7", "price": "$8.99", "quantity": ""}, {"title": "BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies", "asin": "B087FBZXYG", "price": "$8.99", "quantity": ""}, {"title": "Silver Happy Birthday Balloons Banner (3D Silver Lettering) Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun", "asin": "B085LLRX4H", "price": "$6.87", "quantity": ""}, {"title": "HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Silver Mylar Cursive Foil Birthday Balloons Banner, Silver Party Decorations for Men, Women", "asin": "B0CKRVVL4W", "price": "$7.99", "quantity": ""}, {"title": "White Sand Balloon Garland Arch Kit 100 Pack 18/12/10/5 Inch Cream White Balloons Different Sizes Matte White Latex Party Balloon for Baby Shower Wedding Happy Birthday Party Decoration", "asin": "B0B12KD7VH", "price": "$8.49", "quantity": ""}, {"title": "18\" Silver Round Shaped Foil Balloons Mylar Helium Balloons for Birthday Party Wedding Baby Shower Decorations, Pack of 20", "asin": "B07TMDV8S7", "price": "$8.99", "quantity": ""}, {"title": "Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \"Happy Birthday\" Printed for Kids Birthday Party Decoration", "asin": "B0892H3TXG", "price": "$9.99", "quantity": ""}, {"title": "Erweicet 60Pcs Baseball Theme Decoration, Navy Blue Red White Confetti Balloons & Foil Balloons, Unisex Birthday Baby Shower", "asin": "B095CF2PF8", "price": "$12.98", "quantity": ""}, {"title": "White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations", "asin": "B09BL1PN1X", "price": "$6.99", "quantity": ""}, {"title": "Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day", "asin": "B0936K32QX", "price": "$8.99", "quantity": ""}], "ads": [{"title": "Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day", "asin": "B0936K32QX"}, {"title": "Bezente White Balloons Latex Party Balloons - 150 Pack 5 inch Matte White Helium Balloons for White Themed Wedding Birthday Baby Shower Party Decorations", "asin": "B0CCS1TSKX"}, {"title": "Bezente White Balloons 18 Inch - 30 Pack Large Thick White Balloons Big Round White Latex Balloons for Wedding Baby Shower Anniversary Birthday Party Decorations", "asin": "B0C3H4FHTT"}], "search_results": [{"title": "White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations", "asin": "B0B8S2NVML", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "AFTERLOON\u00ae Biodegradable Balloons 24 pcs Pearlized White 12 Inch Pearl Color, Pearlescent Thickened Extra Strong Latex Helium Float, Colorful Bulk Color ballon Globos Para Decoration De Fiestas Kids", "asin": "B01LX8MPZ1", "price": "$9.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "Silver Happy Birthday Balloons Banner (3D Silver Lettering) Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun", "asin": "B085LLRX4H", "price": "$6.87", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White", "asin": "B0DSBV5DMW", "price": "$5.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies", "asin": "B087FBZXYG", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun", "asin": "B0CX9H3Y4Y", "price": "$6.87", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "SUWEN White Balloons and Confetti Balloons Set 47PCS Latex Helium White Balloon for Birthday Anniversary Party Decorations", "asin": "B0D2W4L7R5", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White", "asin": "B0DSBV5DMW", "price": "$5.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations", "asin": "B09BL1PN1X", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sign Birthday Party Decorations for Women Men Boys Girls (White)", "asin": "B0CF1TMSP6", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White Balloons 12 inch, White Latex Balloons 50pcs Party Balloon for Engagement Bachelorette Bridal Shower Wedding Party Birthday Decorations", "asin": "B0D4PGG32S", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations", "asin": "B09176C52Y", "price": "$9.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1", "asin": "B0BFW2LDHD", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "TONIFUL Cream White Happy Birthday Balloons Banner, 16 Inch Mylar Foil Letters Birthday Sign Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Party Supplies", "asin": "B0CCT5DWRW", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "HOUSE OF PARTY Happy Birthday Balloon Silver - 16 inch \| Capital Foil Birthday Balloons Banner, Silver Party Decorations for Men, Women", "asin": "B0DK59WX6Y", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "80PCS HAPPY BIRTHDAY TO YOU Balloons Black White Latex Balloons for Kids Birthday Party Decoration", "asin": "B0BY4DYMZM", "price": "$9.99", "delivery": " Two-Day FREE delivery Mon, Apr 7 Only 13 left in stock - order soon."}, {"title": "RUBFAC 87pcs White Balloons Different Sizes 18 12 10 5 Inches for Garland Arch, Premium Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration", "asin": "B0BGS87JWB", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "RUBFAC 129pcs White Balloons Different Sizes 18 12 10 5 Inch for Garland Arch,Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration", "asin": "B0B1B14DRT", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Number Balloon 40 Inch White 1 Balloon Party Decorations, 1 Balloon 1st Birthday Decorations Boy Girl Baby, 1 10 11 15 16 17 18 21 Balloons for Birthday Party", "asin": "B0CNGWS5G2", "price": "$3.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "TONIFUL 40 Inch Large Cream White Letter A Balloons Giant Alphabet Letter Balloons,Foil Mylar Big Balloons for Birthday Party,Anniversary,Baby Shower,Wedding Supplies Decorations", "asin": "B0CRKZ4SLZ", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "40 Inch Cream 1 Balloons for 1st Birthday, Beige White Sand One Balloon Letters with Ribbon, Neutral Ivory Alphabet One Balloon for Boys Girls First Birthday 1 Year Old Baby Shower Party Decorations", "asin": "B0DF7JWRH4", "price": "$5.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "White and Clear Birthday Heart Balloons, Heart Shaped Balloons with Cake & Happy Birthday Prints, 10\" Transparent Latex Balloons for 1st 10 13 Sweet 16 18 21st 30 40 50 60 70 Birthday Party", "asin": "B0DQ4ZJ1TC", "price": "$8.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "Black and White Balloons, 67pcs 12 Inch White Black Thickened Latex Balloons for Birthday, Anniversary, Wedding, Graduation Party Decoration\u2026", "asin": "B0D4D58JN2", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White Balloons, 12 Inch White Latex Balloons Matte White Helium Balloons with Silver Confetti Balloons for Boho Birthday Baby Shower Wedding Valentine\u2019s Day Party Decoration", "asin": "B0CZKTQZYD", "price": "$8.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "130pcs White Balloons Different Sizes 18\" 12\" 10\" 5\" Party Latex Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations", "asin": "B0BKLTHN6Y", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "White Balloons, 66pack 12inch White Pearl Latex Party Balloons for Wedding, Birthday, Graduation, Bridal Shower, Baby Shower, Bachelorette and Engagement Decorations", "asin": "B0C9999KSK", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White and Clear Birthday Heart Balloons, Heart Shaped Balloons with Cake & Happy Birthday Prints, 10\" Transparent Latex Balloons for 1st 10 13 Sweet 16 18 21st 30 40 50 60 70 Birthday Party", "asin": "B0DQ4ZJ1TC", "price": "$8.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "White and Gold Confetti Latex Balloons, 50 Pack 12 inch gold and white Party Balloons with Ribbons for Birthday Graduation Wedding Bridal Shower Party Decoration", "asin": "B0C4GQ2XM1", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day", "asin": "B0936K32QX", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "110pcs White Balloon 12 inch, White Latex Balloons for Birthday Party Baby Shower Wedding(with 2 Ribbons).", "asin": "B0BZHV3JQ3", "price": "$6.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White Happy Birthday Banner - Balloons & Letters for Birthday Decorations", "asin": "B0DBQPJYV7", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies", "asin": "B0C371239L", "price": "$6.98", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "RUBFAC 65pcs 12 Inches White and Metallic Silver Confetti Balloons Kit, Metallic Silver Chrome Party Balloons with Ribbons for Birthday, Wedding, Baby Shower, Graduation Decorations", "asin": "B0BYCQCMVY", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "TONIFUL Cream White Happy Birthday Balloons Banner, 16 Inch Mylar Foil Letters Birthday Sign Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Party Supplies", "asin": "B0CCT5DWRW", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "110 Pack White Balloons 12 Inch, White Latex Party Balloons for Birthday Party Graduation Engagement Anniversary Baby Showers Wedding Decorations New Year Decorations", "asin": "B0D6351MWY", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pink and Silver Balloons, Pastel Pink White Balloons Metallic Silver Balloons White Pink Party Balloons Macaron Pink Silver Confetti Balloons for Girls Kids Birthday Wedding Baby Shower Graduation", "asin": "B0CVXLKPMZ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration", "asin": "B07W9K1R2K", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "130PCS White Balloons Different Sizes 18\" 12\" 10\" 5\" Balloon Garland Arch Kit perfect for Birthday Party, Graduation, Baby Shower, Wedding, Holiday Decoration and Anniversary (White balloons)", "asin": "B0C5DC2Z5W", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Fayoo White Balloons, 12 Inch White Metallic Balloon Party Decoration for Baby Shower, Christmas Decorations, Birthdays, Bridal Shower, Valentine\u2019s Day, Graduation 100 Pcs 3.2g", "asin": "B07PLN5BTQ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White Silver Confetti Latex Balloons, 50 Pack 12inch Silver Metallic Chrome Party Balloon Set with Silver Ribbon for Wedding Birthday Baby Shower Decorations", "asin": "B08343TDQN", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Happy Birthday Balloons Banner, 16 Inch Mylar Foil Balloon Letters Birthday Sign Banner, Reusable Birthday Balloons Kit Birthday Decorations For Kids Adults Birthday Party Favor Supplies White", "asin": "B0C1GBV7M5", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pearl White Balloons 12 Inch 50PCS Matte Round Pearlized Latex for Wedding Birthday Christmas Baby Shower Anniversary Backdrop Theme Party Arch Decorations", "asin": "B0BVBCYTR2", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Black and White Balloon Arch Kit 141 Pcs Coquette Birthday Decorations Include Black White Balloon and Black Bow for Wedding Baby Shower Gender Reveal Black Bow Birthday Decorations", "asin": "B0DLGJLK8P", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "135pcs White Balloons Different Sizes 18\" 12\" 10\" 5\" White Latex Balloon Garland Arch Kit for Boys Girls Birthday Baby Shower Wedding Anniversary Graduation Party Decorations (03-White)", "asin": "B0D6G8MZGW", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations", "asin": "B086WTYTG8", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "105pcs White Balloons 12inch Party Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations", "asin": "B0BTWF5JLS", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "PartyWoo White Balloons, 140 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch White Balloons for Balloon Garland or Balloon Arch as Birthday Party Decorations, White-Y13", "asin": "B0BDQXLT4C", "price": "$6.79", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "White and Gold Balloons, 12 Inch White Sand Gold Metallic Latex Balloons, Beige Gold Party Balloons for Boho Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0D11Z83MN", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "SUWEN 40 Inch White Large 1 Balloon Number Big Foil Helium Number Balloons 0-9 Giant Jumbo Happy 1st Birthday Party Decorations for Boy or Girl Huge Mylar Anniversary Party Supplies", "asin": "B0967163J8", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White Confetti Balloons, 25 Pcs Thickened 12 Inch Clear Latex Balloon with Confetti Inside for Graduation Engagement Bridal Shower Party Baby Shower Gender Reveal Birthday Party Decoration Supplies", "asin": "B0BRJ8WYD7", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "White Balloon Birthday Paty Backdrop White Balloon Happy Birthday Banner White Balloon Photography Background for Home Decorations Party Supplies 70.8 x 47.2 Inch", "asin": "B0CPJ5KD4B", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Only 8 left in stock - order soon."}, {"title": "40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1", "asin": "B0BFW2LDHD", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Yiran 50th Birthday Balloons, White Gold Number 50 Balloons, 15Pcs Happy Birthday Balloons Party Deocorations Supplies, 12inch Latex Confetti Balloons for Adult Men Women", "asin": "B0DJ6XZJNJ", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration", "asin": "B0DK1MBFZB", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration", "asin": "B083QVS7VB", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies", "asin": "B0BJZRS4KR", "price": "$5.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations", "asin": "B0B8S2NVML", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "White Sand Gold Balloons Garland Arch Kit,156PCS White Nude Balloons with Metallic Chrome Gold Latex Balloons for Boho Wedding Baby Bridal Shower Engagement Anniversary Birthday Decorations Backdrop", "asin": "B0BBGN6SQQ", "price": "$10.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "GOER Number 30 Balloons for 30th Birthday Party Decorations,42 Inch Jumbo Foil Helium Balloons for 30th Anniversary (White)", "asin": "B09YNP8JSP", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Black and Silver Balloons, 60 Packs 12 Inch Chrome Metallic Silver Balloons and Confetti Balloons, Black White Silver Balloon for Wedding Engagement Birthday Halloween Decorations", "asin": "B0CGXNYVW8", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 9 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:17:09.991Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:17:09.991Z\",\"action\": \"click_product\",\"acion_argument\": \"B0DSBV5DMW\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:17:09.991Z\",\"action\": \"click_product\",\"acion_argument\": \"B0DSBV5DMW\",}</answer>", "index": 1347, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\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\"search_term\": [{\"term\": \"birthday balloon white\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\", \"asin\": \"B0DSBV5DMW\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations\", \"asin\": \"B09176C52Y\", \"price\": \"$9.95\", \"quantity\": \"\"},\n{\"title\": \"23pcs Birthday Balloons Banner, 3D Silver Premium Mylar Foil Ecofriendly Letter Happy Birthday Banner with 5pcs Star Balloons Kits for Kids Boys Men Adults Birthday Party Decorations\", \"asin\": \"B0BQ5N5CW7\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B087FBZXYG\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Silver Happy Birthday Balloons Banner (3D Silver Lettering) Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun\", \"asin\": \"B085LLRX4H\", \"price\": \"$6.87\", \"quantity\": \"\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Silver Mylar Cursive Foil Birthday Balloons Banner, Silver Party Decorations for Men, Women\", \"asin\": \"B0CKRVVL4W\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloon Garland Arch Kit 100 Pack 18/12/10/5 Inch Cream White Balloons Different Sizes Matte White Latex Party Balloon for Baby Shower Wedding Happy Birthday Party Decoration\", \"asin\": \"B0B12KD7VH\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"18\\\" Silver Round Shaped Foil Balloons Mylar Helium Balloons for Birthday Party Wedding Baby Shower Decorations, Pack of 20\", \"asin\": \"B07TMDV8S7\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \\\"Happy Birthday\\\" Printed for Kids Birthday Party Decoration\", \"asin\": \"B0892H3TXG\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Erweicet 60Pcs Baseball Theme Decoration, Navy Blue Red White Confetti Balloons & Foil Balloons, Unisex Birthday Baby Shower\", \"asin\": \"B095CF2PF8\", \"price\": \"$12.98\", \"quantity\": \"\"},\n{\"title\": \"White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations\", \"asin\": \"B09BL1PN1X\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day\", \"asin\": \"B0936K32QX\", \"price\": \"$8.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day\", \"asin\": \"B0936K32QX\"},\n{\"title\": \"Bezente White Balloons Latex Party Balloons - 150 Pack 5 inch Matte White Helium Balloons for White Themed Wedding Birthday Baby Shower Party Decorations\", \"asin\": \"B0CCS1TSKX\"},\n{\"title\": \"Bezente White Balloons 18 Inch - 30 Pack Large Thick White Balloons Big Round White Latex Balloons for Wedding Baby Shower Anniversary Birthday Party Decorations\", \"asin\": \"B0C3H4FHTT\"}],\n\"search_results\": [{\"title\": \"White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations\", \"asin\": \"B0B8S2NVML\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"AFTERLOON\\u00ae Biodegradable Balloons 24 pcs Pearlized White 12 Inch Pearl Color, Pearlescent Thickened Extra Strong Latex Helium Float, Colorful Bulk Color ballon Globos Para Decoration De Fiestas Kids\", \"asin\": \"B01LX8MPZ1\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"Silver Happy Birthday Balloons Banner (3D Silver Lettering) Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun\", \"asin\": \"B085LLRX4H\", \"price\": \"$6.87\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\", \"asin\": \"B0DSBV5DMW\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B087FBZXYG\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun\", \"asin\": \"B0CX9H3Y4Y\", \"price\": \"$6.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"SUWEN White Balloons and Confetti Balloons Set 47PCS Latex Helium White Balloon for Birthday Anniversary Party Decorations\", \"asin\": \"B0D2W4L7R5\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\", \"asin\": \"B0DSBV5DMW\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White Balloons 100 Pack 12 Inch White Latex Party Balloons with 2 Rolls of Ribbon Pastel White Helium Balloons for Wedding Birthday Party Baby Shower Engagement Anniversary Party Decorations\", \"asin\": \"B09BL1PN1X\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sign Birthday Party Decorations for Women Men Boys Girls (White)\", \"asin\": \"B0CF1TMSP6\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Balloons 12 inch, White Latex Balloons 50pcs Party Balloon for Engagement Bachelorette Bridal Shower Wedding Party Birthday Decorations\", \"asin\": \"B0D4PGG32S\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"KatchOn Round White Metallic Balloons - 22 Inch, Pack of 6 \| 4D & Foil Balloons for Baby Showers & White Birthday Decorations\", \"asin\": \"B09176C52Y\", \"price\": \"$9.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"TONIFUL Cream White Happy Birthday Balloons Banner, 16 Inch Mylar Foil Letters Birthday Sign Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Party Supplies\", \"asin\": \"B0CCT5DWRW\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon Silver - 16 inch \| Capital Foil Birthday Balloons Banner, Silver Party Decorations for Men, Women\", \"asin\": \"B0DK59WX6Y\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"80PCS HAPPY BIRTHDAY TO YOU Balloons Black White Latex Balloons for Kids Birthday Party Decoration\", \"asin\": \"B0BY4DYMZM\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7 Only 13 left in stock - order soon.\"},\n{\"title\": \"RUBFAC 87pcs White Balloons Different Sizes 18 12 10 5 Inches for Garland Arch, Premium Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration\", \"asin\": \"B0BGS87JWB\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 129pcs White Balloons Different Sizes 18 12 10 5 Inch for Garland Arch,Party Latex Balloons for Birthday Party Wedding Anniversary Baby Shower Party Decoration\", \"asin\": \"B0B1B14DRT\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Number Balloon 40 Inch White 1 Balloon Party Decorations, 1 Balloon 1st Birthday Decorations Boy Girl Baby, 1 10 11 15 16 17 18 21 Balloons for Birthday Party\", \"asin\": \"B0CNGWS5G2\", \"price\": \"$3.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"TONIFUL 40 Inch Large Cream White Letter A Balloons Giant Alphabet Letter Balloons,Foil Mylar Big Balloons for Birthday Party,Anniversary,Baby Shower,Wedding Supplies Decorations\", \"asin\": \"B0CRKZ4SLZ\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"40 Inch Cream 1 Balloons for 1st Birthday, Beige White Sand One Balloon Letters with Ribbon, Neutral Ivory Alphabet One Balloon for Boys Girls First Birthday 1 Year Old Baby Shower Party Decorations\", \"asin\": \"B0DF7JWRH4\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White and Clear Birthday Heart Balloons, Heart Shaped Balloons with Cake & Happy Birthday Prints, 10\\\" Transparent Latex Balloons for 1st 10 13 Sweet 16 18 21st 30 40 50 60 70 Birthday Party\", \"asin\": \"B0DQ4ZJ1TC\", \"price\": \"$8.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"Black and White Balloons, 67pcs 12 Inch White Black Thickened Latex Balloons for Birthday, Anniversary, Wedding, Graduation Party Decoration\\u2026\", \"asin\": \"B0D4D58JN2\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Balloons, 12 Inch White Latex Balloons Matte White Helium Balloons with Silver Confetti Balloons for Boho Birthday Baby Shower Wedding Valentine\\u2019s Day Party Decoration\", \"asin\": \"B0CZKTQZYD\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"130pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" Party Latex Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations\", \"asin\": \"B0BKLTHN6Y\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White Balloons, 66pack 12inch White Pearl Latex Party Balloons for Wedding, Birthday, Graduation, Bridal Shower, Baby Shower, Bachelorette and Engagement Decorations\", \"asin\": \"B0C9999KSK\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White and Clear Birthday Heart Balloons, Heart Shaped Balloons with Cake & Happy Birthday Prints, 10\\\" Transparent Latex Balloons for 1st 10 13 Sweet 16 18 21st 30 40 50 60 70 Birthday Party\", \"asin\": \"B0DQ4ZJ1TC\", \"price\": \"$8.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"White and Gold Confetti Latex Balloons, 50 Pack 12 inch gold and white Party Balloons with Ribbons for Birthday Graduation Wedding Bridal Shower Party Decoration\", \"asin\": \"B0C4GQ2XM1\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Bezente White Balloons Latex Party Balloons, 100 Pack 12 inch Round Helium Balloons for White Themed Wedding Graduation Birthday Party Backdrop 4th of July Decorations Independence Day\", \"asin\": \"B0936K32QX\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"110pcs White Balloon 12 inch, White Latex Balloons for Birthday Party Baby Shower Wedding(with 2 Ribbons).\", \"asin\": \"B0BZHV3JQ3\", \"price\": \"$6.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Happy Birthday Banner - Balloons & Letters for Birthday Decorations\", \"asin\": \"B0DBQPJYV7\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"RUBFAC 65pcs 12 Inches White and Metallic Silver Confetti Balloons Kit, Metallic Silver Chrome Party Balloons with Ribbons for Birthday, Wedding, Baby Shower, Graduation Decorations\", \"asin\": \"B0BYCQCMVY\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"TONIFUL Cream White Happy Birthday Balloons Banner, 16 Inch Mylar Foil Letters Birthday Sign Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Party Supplies\", \"asin\": \"B0CCT5DWRW\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"110 Pack White Balloons 12 Inch, White Latex Party Balloons for Birthday Party Graduation Engagement Anniversary Baby Showers Wedding Decorations New Year Decorations\", \"asin\": \"B0D6351MWY\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pink and Silver Balloons, Pastel Pink White Balloons Metallic Silver Balloons White Pink Party Balloons Macaron Pink Silver Confetti Balloons for Girls Kids Birthday Wedding Baby Shower Graduation\", \"asin\": \"B0CVXLKPMZ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration\", \"asin\": \"B07W9K1R2K\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"130PCS White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" Balloon Garland Arch Kit perfect for Birthday Party, Graduation, Baby Shower, Wedding, Holiday Decoration and Anniversary (White balloons)\", \"asin\": \"B0C5DC2Z5W\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Fayoo White Balloons, 12 Inch White Metallic Balloon Party Decoration for Baby Shower, Christmas Decorations, Birthdays, Bridal Shower, Valentine\\u2019s Day, Graduation 100 Pcs 3.2g\", \"asin\": \"B07PLN5BTQ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Silver Confetti Latex Balloons, 50 Pack 12inch Silver Metallic Chrome Party Balloon Set with Silver Ribbon for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B08343TDQN\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Happy Birthday Balloons Banner, 16 Inch Mylar Foil Balloon Letters Birthday Sign Banner, Reusable Birthday Balloons Kit Birthday Decorations For Kids Adults Birthday Party Favor Supplies White\", \"asin\": \"B0C1GBV7M5\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pearl White Balloons 12 Inch 50PCS Matte Round Pearlized Latex for Wedding Birthday Christmas Baby Shower Anniversary Backdrop Theme Party Arch Decorations\", \"asin\": \"B0BVBCYTR2\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Black and White Balloon Arch Kit 141 Pcs Coquette Birthday Decorations Include Black White Balloon and Black Bow for Wedding Baby Shower Gender Reveal Black Bow Birthday Decorations\", \"asin\": \"B0DLGJLK8P\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"135pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" White Latex Balloon Garland Arch Kit for Boys Girls Birthday Baby Shower Wedding Anniversary Graduation Party Decorations (03-White)\", \"asin\": \"B0D6G8MZGW\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations\", \"asin\": \"B086WTYTG8\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"105pcs White Balloons 12inch Party Balloons for Birthday Baby Shower Graduation Wedding Anniversary Party Decorations\", \"asin\": \"B0BTWF5JLS\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"PartyWoo White Balloons, 140 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch White Balloons for Balloon Garland or Balloon Arch as Birthday Party Decorations, White-Y13\", \"asin\": \"B0BDQXLT4C\", \"price\": \"$6.79\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White and Gold Balloons, 12 Inch White Sand Gold Metallic Latex Balloons, Beige Gold Party Balloons for Boho Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0D11Z83MN\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"SUWEN 40 Inch White Large 1 Balloon Number Big Foil Helium Number Balloons 0-9 Giant Jumbo Happy 1st Birthday Party Decorations for Boy or Girl Huge Mylar Anniversary Party Supplies\", \"asin\": \"B0967163J8\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Confetti Balloons, 25 Pcs Thickened 12 Inch Clear Latex Balloon with Confetti Inside for Graduation Engagement Bridal Shower Party Baby Shower Gender Reveal Birthday Party Decoration Supplies\", \"asin\": \"B0BRJ8WYD7\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"White Balloon Birthday Paty Backdrop White Balloon Happy Birthday Banner White Balloon Photography Background for Home Decorations Party Supplies 70.8 x 47.2 Inch\", \"asin\": \"B0CPJ5KD4B\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Only 8 left in stock - order soon.\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Yiran 50th Birthday Balloons, White Gold Number 50 Balloons, 15Pcs Happy Birthday Balloons Party Deocorations Supplies, 12inch Latex Confetti Balloons for Adult Men Women\", \"asin\": \"B0DJ6XZJNJ\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration\", \"asin\": \"B0DK1MBFZB\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration\", \"asin\": \"B083QVS7VB\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies\", \"asin\": \"B0BJZRS4KR\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"White Balloons Latex Party Balloons - 20 Pack 18 Inch Big White Thicker Balloons Large Round Helium Balloons for Baby Shower Wedding Graduation Birthday White Themed Party Decorations\", \"asin\": \"B0B8S2NVML\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"White Sand Gold Balloons Garland Arch Kit,156PCS White Nude Balloons with Metallic Chrome Gold Latex Balloons for Boho Wedding Baby Bridal Shower Engagement Anniversary Birthday Decorations Backdrop\", \"asin\": \"B0BBGN6SQQ\", \"price\": \"$10.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"GOER Number 30 Balloons for 30th Birthday Party Decorations,42 Inch Jumbo Foil Helium Balloons for 30th Anniversary (White)\", \"asin\": \"B09YNP8JSP\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Black and Silver Balloons, 60 Packs 12 Inch Chrome Metallic Silver Balloons and Confetti Balloons, Black White Silver Balloon for Wedding Engagement Birthday Halloween Decorations\", \"asin\": \"B0CGXNYVW8\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 9 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:17:09.991Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\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\"search_term\": [{\"term\": \"birthday balloon white\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0DSBV5DMW\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\"},\n{\"price\": \"$5.99\"},\n{\"bullet_list\": \"Package Included: White 16 inch Happy Birthday Balloons(uninflated) + straw and ribbon How to Use: Use the plastic straw inflate the gas slowly until 90% filled, pull the straw out, hang the happy birthday balloons banner with the ribbon on wall, window, ceiling or in courtyard Reusable: Self-sealing valve, convenient inflation, and deflation, please repeatedly pinch the inflator, to ensure that no air leaks, and balloons can be deflated with a straw to facilitate repeated balloon use Fantastic Party Centerpiece: Happy birthday balloons banner is a perfect for birthday party decorations and supplies make all birthday themed parties ceremonial, they are perfect for all ages, male and female, kids and adults, and family. Makes a memorable impression for your birthday party Durable and Beautiful: Made of durable mylar- ultra-shiny aluminum foil material without any leaking problem. If you encounter any problems, please contact us at any time, and we will solve them for you within 24 hours\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"16 Inch White\"}],\n\"promotion_items\": [{\"title\": \"135pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" White Latex Balloon Garland Ar...\", \"asin\": \"B0D6G8MZGW\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Silver\", \"asin\": \"B0BTPMT2SP\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"AULE Metallic Silver White Confetti Balloons 12 inches 60 Pack Premium Latex Balloons with Silver Ribbons for Birthday Decorations\", \"asin\": \"B0CH9Y5YBT\", \"price\": \"$10.59\", \"quantity\": \"\"},\n{\"title\": \"PartyWoo White Balloons, 120 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch for White Balloon Garland or Arch as Birthday Decorations, Party Decorations, White-Y13\", \"asin\": \"B0CQXD9KC6\", \"price\": \"$8.09\", \"quantity\": \"\"},\n{\"title\": \"TONIFUL White Happy Birthday Balloons Banner with Ribbon Straw, 16 Inch Mylar Foil Letters Birthday Sign Banner Balloon Bunting Reusable for Girls Boys Kids & Adults Birthday\", \"asin\": \"B09VXJFYH3\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)\", \"asin\": \"B08SBS4YZB\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"quantity\": \"\"},\n{\"title\": \"TONIFUL Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Reusable for Girls Boys Kids & Adults Birthday Party Decorations Supplies\\uff08Light Brown Cream Chocolate\\uff09\", \"asin\": \"B0CCY84CRK\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Banner With Shiny Gold Letters, Swallowtail Design Hanging Signs Par...\", \"asin\": \"B089FK71YY\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sig...\", \"asin\": \"B0CF1TMSP6\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)\", \"asin\": \"B08SBS4YZB\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"2 Pack Foil Curtain Backdrop Silver Metallic Tinsel Foil Fringe Curtains Photo Booth Props for Birthday Wedding Engagement Baby Shower Bachelorette Christmas Holiday Celebration Party Decorations\", \"asin\": \"B0BWR49R77\", \"price\": \"$5.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:17:16.454Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:17:16.454Z	click	search	rule	train	1,348	2025-04-05T20:17:16.454Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} <\|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": "birthday balloon white"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "product_details": [{"asin": "B0DSBV5DMW"}, {"title": "VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White"}, {"price": "$5.99"}, {"bullet_list": "Package Included: White 16 inch Happy Birthday Balloons(uninflated) + straw and ribbon How to Use: Use the plastic straw inflate the gas slowly until 90% filled, pull the straw out, hang the happy birthday balloons banner with the ribbon on wall, window, ceiling or in courtyard Reusable: Self-sealing valve, convenient inflation, and deflation, please repeatedly pinch the inflator, to ensure that no air leaks, and balloons can be deflated with a straw to facilitate repeated balloon use Fantastic Party Centerpiece: Happy birthday balloons banner is a perfect for birthday party decorations and supplies make all birthday themed parties ceremonial, they are perfect for all ages, male and female, kids and adults, and family. Makes a memorable impression for your birthday party Durable and Beautiful: Made of durable mylar- ultra-shiny aluminum foil material without any leaking problem. If you encounter any problems, please contact us at any time, and we will solve them for you within 24 hours"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "16 Inch White"}], "promotion_items": [{"title": "135pcs White Balloons Different Sizes 18\" 12\" 10\" 5\" White Latex Balloon Garland Ar...", "asin": "B0D6G8MZGW", "price": "$5.99", "quantity": ""}, {"title": "CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Silver", "asin": "B0BTPMT2SP", "price": "$7.99", "quantity": ""}, {"title": "AULE Metallic Silver White Confetti Balloons 12 inches 60 Pack Premium Latex Balloons with Silver Ribbons for Birthday Decorations", "asin": "B0CH9Y5YBT", "price": "$10.59", "quantity": ""}, {"title": "PartyWoo White Balloons, 120 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch for White Balloon Garland or Arch as Birthday Decorations, Party Decorations, White-Y13", "asin": "B0CQXD9KC6", "price": "$8.09", "quantity": ""}, {"title": "TONIFUL White Happy Birthday Balloons Banner with Ribbon Straw, 16 Inch Mylar Foil Letters Birthday Sign Banner Balloon Bunting Reusable for Girls Boys Kids & Adults Birthday", "asin": "B09VXJFYH3", "price": "$7.99", "quantity": ""}, {"title": "White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies", "asin": "B0C371239L", "price": "$6.98", "quantity": ""}, {"title": "Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)", "asin": "B08SBS4YZB", "price": "$6.99", "quantity": ""}, {"title": "White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies", "asin": "B0C371239L", "price": "$6.98", "quantity": ""}, {"title": "TONIFUL Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Reusable for Girls Boys Kids & Adults Birthday Party Decorations Supplies\uff08Light Brown Cream Chocolate\uff09", "asin": "B0CCY84CRK", "price": "$8.99", "quantity": ""}, {"title": "Happy Birthday Banner With Shiny Gold Letters, Swallowtail Design Hanging Signs Par...", "asin": "B089FK71YY", "price": "$5.99", "quantity": ""}, {"title": "Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sig...", "asin": "B0CF1TMSP6", "price": "$5.99", "quantity": ""}, {"title": "Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...", "asin": "B0CHS3HWQF", "price": "$8.49", "quantity": ""}, {"title": "Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)", "asin": "B08SBS4YZB", "price": "$6.99", "quantity": ""}, {"title": "2 Pack Foil Curtain Backdrop Silver Metallic Tinsel Foil Fringe Curtains Photo Booth Props for Birthday Wedding Engagement Baby Shower Bachelorette Christmas Holiday Celebration Party Decorations", "asin": "B0BWR49R77", "price": "$5.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:17:16.454Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:17:16.454Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:17:16.454Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1348, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\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\"search_term\": [{\"term\": \"birthday balloon white\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0DSBV5DMW\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\"},\n{\"price\": \"$5.99\"},\n{\"bullet_list\": \"Package Included: White 16 inch Happy Birthday Balloons(uninflated) + straw and ribbon How to Use: Use the plastic straw inflate the gas slowly until 90% filled, pull the straw out, hang the happy birthday balloons banner with the ribbon on wall, window, ceiling or in courtyard Reusable: Self-sealing valve, convenient inflation, and deflation, please repeatedly pinch the inflator, to ensure that no air leaks, and balloons can be deflated with a straw to facilitate repeated balloon use Fantastic Party Centerpiece: Happy birthday balloons banner is a perfect for birthday party decorations and supplies make all birthday themed parties ceremonial, they are perfect for all ages, male and female, kids and adults, and family. Makes a memorable impression for your birthday party Durable and Beautiful: Made of durable mylar- ultra-shiny aluminum foil material without any leaking problem. If you encounter any problems, please contact us at any time, and we will solve them for you within 24 hours\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"16 Inch White\"}],\n\"promotion_items\": [{\"title\": \"135pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" White Latex Balloon Garland Ar...\", \"asin\": \"B0D6G8MZGW\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Silver\", \"asin\": \"B0BTPMT2SP\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"AULE Metallic Silver White Confetti Balloons 12 inches 60 Pack Premium Latex Balloons with Silver Ribbons for Birthday Decorations\", \"asin\": \"B0CH9Y5YBT\", \"price\": \"$10.59\", \"quantity\": \"\"},\n{\"title\": \"PartyWoo White Balloons, 120 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch for White Balloon Garland or Arch as Birthday Decorations, Party Decorations, White-Y13\", \"asin\": \"B0CQXD9KC6\", \"price\": \"$8.09\", \"quantity\": \"\"},\n{\"title\": \"TONIFUL White Happy Birthday Balloons Banner with Ribbon Straw, 16 Inch Mylar Foil Letters Birthday Sign Banner Balloon Bunting Reusable for Girls Boys Kids & Adults Birthday\", \"asin\": \"B09VXJFYH3\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)\", \"asin\": \"B08SBS4YZB\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"quantity\": \"\"},\n{\"title\": \"TONIFUL Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Reusable for Girls Boys Kids & Adults Birthday Party Decorations Supplies\\uff08Light Brown Cream Chocolate\\uff09\", \"asin\": \"B0CCY84CRK\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Banner With Shiny Gold Letters, Swallowtail Design Hanging Signs Par...\", \"asin\": \"B089FK71YY\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sig...\", \"asin\": \"B0CF1TMSP6\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)\", \"asin\": \"B08SBS4YZB\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"2 Pack Foil Curtain Backdrop Silver Metallic Tinsel Foil Fringe Curtains Photo Booth Props for Birthday Wedding Engagement Baby Shower Bachelorette Christmas Holiday Celebration Party Decorations\", \"asin\": \"B0BWR49R77\", \"price\": \"$5.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:17:16.454Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"birthday balloon white\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0DSBV5DMW\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\"},\n{\"price\": \"$5.99\"},\n{\"bullet_list\": \"Package Included: White 16 inch Happy Birthday Balloons(uninflated) + straw and ribbon How to Use: Use the plastic straw inflate the gas slowly until 90% filled, pull the straw out, hang the happy birthday balloons banner with the ribbon on wall, window, ceiling or in courtyard Reusable: Self-sealing valve, convenient inflation, and deflation, please repeatedly pinch the inflator, to ensure that no air leaks, and balloons can be deflated with a straw to facilitate repeated balloon use Fantastic Party Centerpiece: Happy birthday balloons banner is a perfect for birthday party decorations and supplies make all birthday themed parties ceremonial, they are perfect for all ages, male and female, kids and adults, and family. Makes a memorable impression for your birthday party Durable and Beautiful: Made of durable mylar- ultra-shiny aluminum foil material without any leaking problem. If you encounter any problems, please contact us at any time, and we will solve them for you within 24 hours\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"16 Inch White\"}],\n\"promotion_items\": [{\"title\": \"135pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" White Latex Balloon Garland Ar...\", \"asin\": \"B0D6G8MZGW\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Silver\", \"asin\": \"B0BTPMT2SP\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"AULE Metallic Silver White Confetti Balloons 12 inches 60 Pack Premium Latex Balloons with Silver Ribbons for Birthday Decorations\", \"asin\": \"B0CH9Y5YBT\", \"price\": \"$10.59\", \"quantity\": \"\"},\n{\"title\": \"PartyWoo White Balloons, 120 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch for White Balloon Garland or Arch as Birthday Decorations, Party Decorations, White-Y13\", \"asin\": \"B0CQXD9KC6\", \"price\": \"$8.09\", \"quantity\": \"\"},\n{\"title\": \"TONIFUL White Happy Birthday Balloons Banner with Ribbon Straw, 16 Inch Mylar Foil Letters Birthday Sign Banner Balloon Bunting Reusable for Girls Boys Kids & Adults Birthday\", \"asin\": \"B09VXJFYH3\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)\", \"asin\": \"B08SBS4YZB\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"quantity\": \"\"},\n{\"title\": \"TONIFUL Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Reusable for Girls Boys Kids & Adults Birthday Party Decorations Supplies\\uff08Light Brown Cream Chocolate\\uff09\", \"asin\": \"B0CCY84CRK\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Banner With Shiny Gold Letters, Swallowtail Design Hanging Signs Par...\", \"asin\": \"B089FK71YY\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sig...\", \"asin\": \"B0CF1TMSP6\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)\", \"asin\": \"B08SBS4YZB\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"2 Pack Foil Curtain Backdrop Silver Metallic Tinsel Foil Fringe Curtains Photo Booth Props for Birthday Wedding Engagement Baby Shower Bachelorette Christmas Holiday Celebration Party Decorations\", \"asin\": \"B0BWR49R77\", \"price\": \"$5.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:17:16.597Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:17:16.597Z	click	search	rule	train	1,349	2025-04-05T20:17:16.597Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} <\|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": "birthday balloon white"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "product_details": [{"asin": "B0DSBV5DMW"}, {"title": "VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White"}, {"price": "$5.99"}, {"bullet_list": "Package Included: White 16 inch Happy Birthday Balloons(uninflated) + straw and ribbon How to Use: Use the plastic straw inflate the gas slowly until 90% filled, pull the straw out, hang the happy birthday balloons banner with the ribbon on wall, window, ceiling or in courtyard Reusable: Self-sealing valve, convenient inflation, and deflation, please repeatedly pinch the inflator, to ensure that no air leaks, and balloons can be deflated with a straw to facilitate repeated balloon use Fantastic Party Centerpiece: Happy birthday balloons banner is a perfect for birthday party decorations and supplies make all birthday themed parties ceremonial, they are perfect for all ages, male and female, kids and adults, and family. Makes a memorable impression for your birthday party Durable and Beautiful: Made of durable mylar- ultra-shiny aluminum foil material without any leaking problem. If you encounter any problems, please contact us at any time, and we will solve them for you within 24 hours"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "16 Inch White"}], "promotion_items": [{"title": "135pcs White Balloons Different Sizes 18\" 12\" 10\" 5\" White Latex Balloon Garland Ar...", "asin": "B0D6G8MZGW", "price": "$5.99", "quantity": ""}, {"title": "CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Silver", "asin": "B0BTPMT2SP", "price": "$7.99", "quantity": ""}, {"title": "AULE Metallic Silver White Confetti Balloons 12 inches 60 Pack Premium Latex Balloons with Silver Ribbons for Birthday Decorations", "asin": "B0CH9Y5YBT", "price": "$10.59", "quantity": ""}, {"title": "PartyWoo White Balloons, 120 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch for White Balloon Garland or Arch as Birthday Decorations, Party Decorations, White-Y13", "asin": "B0CQXD9KC6", "price": "$8.09", "quantity": ""}, {"title": "TONIFUL White Happy Birthday Balloons Banner with Ribbon Straw, 16 Inch Mylar Foil Letters Birthday Sign Banner Balloon Bunting Reusable for Girls Boys Kids & Adults Birthday", "asin": "B09VXJFYH3", "price": "$7.99", "quantity": ""}, {"title": "White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies", "asin": "B0C371239L", "price": "$6.98", "quantity": ""}, {"title": "Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)", "asin": "B08SBS4YZB", "price": "$6.99", "quantity": ""}, {"title": "White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies", "asin": "B0C371239L", "price": "$6.98", "quantity": ""}, {"title": "TONIFUL Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Reusable for Girls Boys Kids & Adults Birthday Party Decorations Supplies\uff08Light Brown Cream Chocolate\uff09", "asin": "B0CCY84CRK", "price": "$8.99", "quantity": ""}, {"title": "Happy Birthday Banner With Shiny Gold Letters, Swallowtail Design Hanging Signs Par...", "asin": "B089FK71YY", "price": "$5.99", "quantity": ""}, {"title": "Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sig...", "asin": "B0CF1TMSP6", "price": "$5.99", "quantity": ""}, {"title": "Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...", "asin": "B0CHS3HWQF", "price": "$8.49", "quantity": ""}, {"title": "Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)", "asin": "B08SBS4YZB", "price": "$6.99", "quantity": ""}, {"title": "2 Pack Foil Curtain Backdrop Silver Metallic Tinsel Foil Fringe Curtains Photo Booth Props for Birthday Wedding Engagement Baby Shower Bachelorette Christmas Holiday Celebration Party Decorations", "asin": "B0BWR49R77", "price": "$5.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:17:16.597Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:17:16.597Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:17:16.597Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1349, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"birthday balloon white\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0DSBV5DMW\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\"},\n{\"price\": \"$5.99\"},\n{\"bullet_list\": \"Package Included: White 16 inch Happy Birthday Balloons(uninflated) + straw and ribbon How to Use: Use the plastic straw inflate the gas slowly until 90% filled, pull the straw out, hang the happy birthday balloons banner with the ribbon on wall, window, ceiling or in courtyard Reusable: Self-sealing valve, convenient inflation, and deflation, please repeatedly pinch the inflator, to ensure that no air leaks, and balloons can be deflated with a straw to facilitate repeated balloon use Fantastic Party Centerpiece: Happy birthday balloons banner is a perfect for birthday party decorations and supplies make all birthday themed parties ceremonial, they are perfect for all ages, male and female, kids and adults, and family. Makes a memorable impression for your birthday party Durable and Beautiful: Made of durable mylar- ultra-shiny aluminum foil material without any leaking problem. If you encounter any problems, please contact us at any time, and we will solve them for you within 24 hours\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"16 Inch White\"}],\n\"promotion_items\": [{\"title\": \"135pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" White Latex Balloon Garland Ar...\", \"asin\": \"B0D6G8MZGW\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Silver\", \"asin\": \"B0BTPMT2SP\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"AULE Metallic Silver White Confetti Balloons 12 inches 60 Pack Premium Latex Balloons with Silver Ribbons for Birthday Decorations\", \"asin\": \"B0CH9Y5YBT\", \"price\": \"$10.59\", \"quantity\": \"\"},\n{\"title\": \"PartyWoo White Balloons, 120 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch for White Balloon Garland or Arch as Birthday Decorations, Party Decorations, White-Y13\", \"asin\": \"B0CQXD9KC6\", \"price\": \"$8.09\", \"quantity\": \"\"},\n{\"title\": \"TONIFUL White Happy Birthday Balloons Banner with Ribbon Straw, 16 Inch Mylar Foil Letters Birthday Sign Banner Balloon Bunting Reusable for Girls Boys Kids & Adults Birthday\", \"asin\": \"B09VXJFYH3\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)\", \"asin\": \"B08SBS4YZB\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"quantity\": \"\"},\n{\"title\": \"TONIFUL Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Reusable for Girls Boys Kids & Adults Birthday Party Decorations Supplies\\uff08Light Brown Cream Chocolate\\uff09\", \"asin\": \"B0CCY84CRK\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Banner With Shiny Gold Letters, Swallowtail Design Hanging Signs Par...\", \"asin\": \"B089FK71YY\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sig...\", \"asin\": \"B0CF1TMSP6\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)\", \"asin\": \"B08SBS4YZB\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"2 Pack Foil Curtain Backdrop Silver Metallic Tinsel Foil Fringe Curtains Photo Booth Props for Birthday Wedding Engagement Baby Shower Bachelorette Christmas Holiday Celebration Party Decorations\", \"asin\": \"B0BWR49R77\", \"price\": \"$5.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:17:16.597Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"birthday balloon green\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0DSBV5DMW\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\"},\n{\"price\": \"$5.99\"},\n{\"bullet_list\": \"Package Included: White 16 inch Happy Birthday Balloons(uninflated) + straw and ribbon How to Use: Use the plastic straw inflate the gas slowly until 90% filled, pull the straw out, hang the happy birthday balloons banner with the ribbon on wall, window, ceiling or in courtyard Reusable: Self-sealing valve, convenient inflation, and deflation, please repeatedly pinch the inflator, to ensure that no air leaks, and balloons can be deflated with a straw to facilitate repeated balloon use Fantastic Party Centerpiece: Happy birthday balloons banner is a perfect for birthday party decorations and supplies make all birthday themed parties ceremonial, they are perfect for all ages, male and female, kids and adults, and family. Makes a memorable impression for your birthday party Durable and Beautiful: Made of durable mylar- ultra-shiny aluminum foil material without any leaking problem. If you encounter any problems, please contact us at any time, and we will solve them for you within 24 hours\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"16 Inch White\"}],\n\"promotion_items\": [{\"title\": \"135pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" White Latex Balloon Garland Ar...\", \"asin\": \"B0D6G8MZGW\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Silver\", \"asin\": \"B0BTPMT2SP\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"AULE Metallic Silver White Confetti Balloons 12 inches 60 Pack Premium Latex Balloons with Silver Ribbons for Birthday Decorations\", \"asin\": \"B0CH9Y5YBT\", \"price\": \"$10.59\", \"quantity\": \"\"},\n{\"title\": \"PartyWoo White Balloons, 120 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch for White Balloon Garland or Arch as Birthday Decorations, Party Decorations, White-Y13\", \"asin\": \"B0CQXD9KC6\", \"price\": \"$8.09\", \"quantity\": \"\"},\n{\"title\": \"TONIFUL White Happy Birthday Balloons Banner with Ribbon Straw, 16 Inch Mylar Foil Letters Birthday Sign Banner Balloon Bunting Reusable for Girls Boys Kids & Adults Birthday\", \"asin\": \"B09VXJFYH3\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)\", \"asin\": \"B08SBS4YZB\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"quantity\": \"\"},\n{\"title\": \"TONIFUL Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Reusable for Girls Boys Kids & Adults Birthday Party Decorations Supplies\\uff08Light Brown Cream Chocolate\\uff09\", \"asin\": \"B0CCY84CRK\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Banner With Shiny Gold Letters, Swallowtail Design Hanging Signs Par...\", \"asin\": \"B089FK71YY\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sig...\", \"asin\": \"B0CF1TMSP6\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)\", \"asin\": \"B08SBS4YZB\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"2 Pack Foil Curtain Backdrop Silver Metallic Tinsel Foil Fringe Curtains Photo Booth Props for Birthday Wedding Engagement Baby Shower Bachelorette Christmas Holiday Celebration Party Decorations\", \"asin\": \"B0BWR49R77\", \"price\": \"$5.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:17:17.495Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:17:17.495Z	click	search	rule	train	1,350	2025-04-05T20:17:17.495Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} <\|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": "birthday balloon green"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "product_details": [{"asin": "B0DSBV5DMW"}, {"title": "VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White"}, {"price": "$5.99"}, {"bullet_list": "Package Included: White 16 inch Happy Birthday Balloons(uninflated) + straw and ribbon How to Use: Use the plastic straw inflate the gas slowly until 90% filled, pull the straw out, hang the happy birthday balloons banner with the ribbon on wall, window, ceiling or in courtyard Reusable: Self-sealing valve, convenient inflation, and deflation, please repeatedly pinch the inflator, to ensure that no air leaks, and balloons can be deflated with a straw to facilitate repeated balloon use Fantastic Party Centerpiece: Happy birthday balloons banner is a perfect for birthday party decorations and supplies make all birthday themed parties ceremonial, they are perfect for all ages, male and female, kids and adults, and family. Makes a memorable impression for your birthday party Durable and Beautiful: Made of durable mylar- ultra-shiny aluminum foil material without any leaking problem. If you encounter any problems, please contact us at any time, and we will solve them for you within 24 hours"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "16 Inch White"}], "promotion_items": [{"title": "135pcs White Balloons Different Sizes 18\" 12\" 10\" 5\" White Latex Balloon Garland Ar...", "asin": "B0D6G8MZGW", "price": "$5.99", "quantity": ""}, {"title": "CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Silver", "asin": "B0BTPMT2SP", "price": "$7.99", "quantity": ""}, {"title": "AULE Metallic Silver White Confetti Balloons 12 inches 60 Pack Premium Latex Balloons with Silver Ribbons for Birthday Decorations", "asin": "B0CH9Y5YBT", "price": "$10.59", "quantity": ""}, {"title": "PartyWoo White Balloons, 120 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch for White Balloon Garland or Arch as Birthday Decorations, Party Decorations, White-Y13", "asin": "B0CQXD9KC6", "price": "$8.09", "quantity": ""}, {"title": "TONIFUL White Happy Birthday Balloons Banner with Ribbon Straw, 16 Inch Mylar Foil Letters Birthday Sign Banner Balloon Bunting Reusable for Girls Boys Kids & Adults Birthday", "asin": "B09VXJFYH3", "price": "$7.99", "quantity": ""}, {"title": "White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies", "asin": "B0C371239L", "price": "$6.98", "quantity": ""}, {"title": "Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)", "asin": "B08SBS4YZB", "price": "$6.99", "quantity": ""}, {"title": "White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies", "asin": "B0C371239L", "price": "$6.98", "quantity": ""}, {"title": "TONIFUL Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Reusable for Girls Boys Kids & Adults Birthday Party Decorations Supplies\uff08Light Brown Cream Chocolate\uff09", "asin": "B0CCY84CRK", "price": "$8.99", "quantity": ""}, {"title": "Happy Birthday Banner With Shiny Gold Letters, Swallowtail Design Hanging Signs Par...", "asin": "B089FK71YY", "price": "$5.99", "quantity": ""}, {"title": "Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sig...", "asin": "B0CF1TMSP6", "price": "$5.99", "quantity": ""}, {"title": "Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...", "asin": "B0CHS3HWQF", "price": "$8.49", "quantity": ""}, {"title": "Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)", "asin": "B08SBS4YZB", "price": "$6.99", "quantity": ""}, {"title": "2 Pack Foil Curtain Backdrop Silver Metallic Tinsel Foil Fringe Curtains Photo Booth Props for Birthday Wedding Engagement Baby Shower Bachelorette Christmas Holiday Celebration Party Decorations", "asin": "B0BWR49R77", "price": "$5.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:17:17.495Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:17:17.495Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:17:17.495Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1350, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"birthday balloon green\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0DSBV5DMW\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\"},\n{\"price\": \"$5.99\"},\n{\"bullet_list\": \"Package Included: White 16 inch Happy Birthday Balloons(uninflated) + straw and ribbon How to Use: Use the plastic straw inflate the gas slowly until 90% filled, pull the straw out, hang the happy birthday balloons banner with the ribbon on wall, window, ceiling or in courtyard Reusable: Self-sealing valve, convenient inflation, and deflation, please repeatedly pinch the inflator, to ensure that no air leaks, and balloons can be deflated with a straw to facilitate repeated balloon use Fantastic Party Centerpiece: Happy birthday balloons banner is a perfect for birthday party decorations and supplies make all birthday themed parties ceremonial, they are perfect for all ages, male and female, kids and adults, and family. Makes a memorable impression for your birthday party Durable and Beautiful: Made of durable mylar- ultra-shiny aluminum foil material without any leaking problem. If you encounter any problems, please contact us at any time, and we will solve them for you within 24 hours\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"16 Inch White\"}],\n\"promotion_items\": [{\"title\": \"135pcs White Balloons Different Sizes 18\\\" 12\\\" 10\\\" 5\\\" White Latex Balloon Garland Ar...\", \"asin\": \"B0D6G8MZGW\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Silver\", \"asin\": \"B0BTPMT2SP\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"AULE Metallic Silver White Confetti Balloons 12 inches 60 Pack Premium Latex Balloons with Silver Ribbons for Birthday Decorations\", \"asin\": \"B0CH9Y5YBT\", \"price\": \"$10.59\", \"quantity\": \"\"},\n{\"title\": \"PartyWoo White Balloons, 120 pcs Matte White Balloons Different Sizes Pack of 18 Inch 12 Inch 10 Inch 5 Inch for White Balloon Garland or Arch as Birthday Decorations, Party Decorations, White-Y13\", \"asin\": \"B0CQXD9KC6\", \"price\": \"$8.09\", \"quantity\": \"\"},\n{\"title\": \"TONIFUL White Happy Birthday Balloons Banner with Ribbon Straw, 16 Inch Mylar Foil Letters Birthday Sign Banner Balloon Bunting Reusable for Girls Boys Kids & Adults Birthday\", \"asin\": \"B09VXJFYH3\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)\", \"asin\": \"B08SBS4YZB\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"quantity\": \"\"},\n{\"title\": \"TONIFUL Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Reusable for Girls Boys Kids & Adults Birthday Party Decorations Supplies\\uff08Light Brown Cream Chocolate\\uff09\", \"asin\": \"B0CCY84CRK\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Banner With Shiny Gold Letters, Swallowtail Design Hanging Signs Par...\", \"asin\": \"B089FK71YY\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sig...\", \"asin\": \"B0CF1TMSP6\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)\", \"asin\": \"B08SBS4YZB\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"2 Pack Foil Curtain Backdrop Silver Metallic Tinsel Foil Fringe Curtains Photo Booth Props for Birthday Wedding Engagement Baby Shower Bachelorette Christmas Holiday Celebration Party Decorations\", \"asin\": \"B0BWR49R77\", \"price\": \"$5.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:17:17.495Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"birthday balloon green\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Green Mylar Cursive Foil Birthday Balloons Banner, Green Party Decorations for Men, Women\", \"asin\": \"B0CKRS733F\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Sage Green 5 Balloons, 40\\\" Giant Helium Foil Number 0-9 Olive Green Birthday Balloon for Boys Girls, Self Inflating Digit 5 Balloons for Women Men Anniversary Jungle Safari Party Decorations Supplies\", \"asin\": \"B0C2GV1PB6\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B087FBZXYG\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Silver Happy Birthday Balloons Banner (3D Silver Lettering) Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun\", \"asin\": \"B085LLRX4H\", \"price\": \"$6.87\", \"quantity\": \"\"},\n{\"title\": \"Ouddy Party Sage Green Balloons Arch Garland Kit, Different Sizes 18 12 10 5 inch Sage Green Gold Sand White Olive Latex Metallic Confetti Balloon for Baby Shower Safari Birthday Party Decorations\", \"asin\": \"B0DJQGJB1L\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Sage Green White Heart Balloons, 10PCS Green Beige Foil Heart Balloons, 18inch Olive Green Cream White Heart Shape Balloons for Neutral Jungle Birthday Baby Shower Valentines Wedding Party Decorations\", \"asin\": \"B0D7C7ZDH5\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"NISOCY Green Balloons Arch Garland Kit, 102PCS 18In 12In 10In 5In Green Balloons Different Sizes for Birthday Wedding Baby Shower Jungle Summer Fruit Green Theme Anniversary Celebration Decoration\", \"asin\": \"B0C6QDNL4H\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Light Green Balloons - Different Sizes 18, 12, 10, 5 Inches, Green Balloon Garland Arch for Safari Party, Birthday, Baby Shower, Bridal Shower, Spring Decorations\", \"asin\": \"B0D1TR37WC\", \"price\": \"$14.69\", \"quantity\": \"\"},\n{\"title\": \"Bezente Green Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Light Green Balloons for Green Jungle Themed Birthday Baby Shower Christmas Party Decorations\", \"asin\": \"B0C3H1W6BD\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"KatchOn, Big Gradient Green Mylar Balloons - 22 Inch, Pack of 6 \| 4D Green Foil Balloons \| St Patricks Day Balloons for St Patricks Day Decorations \| Metallic Green Balloons \| Green Party Decorations\", \"asin\": \"B08TCD7XT5\", \"price\": \"$8.95\", \"quantity\": \"\"},\n{\"title\": \"YMSZ Green Balloons, 67pcs 12 Inch Metallic Green Dark Green Lime Green Latex Balloons for St. Patrick's Day, Baby Shower, Jungle Safari Birthday Party Decorations\", \"asin\": \"B0DP239M7V\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \\\"Happy Birthday\\\" Printed for Kids Birthday Party Decoration\", \"asin\": \"B0892H3TXG\", \"price\": \"$9.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Bezente Green Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Balloons for Dark Green Themed Wedding Graduation Anniversary Birthday Party Backdrop Decorations\", \"asin\": \"B08ZHKPYNS\"},\n{\"title\": \"Bezente Lime Green Latex Party Balloons - 100 Pack 12 inch Light Green Balloons Round Helium Fruit Green Balloons for Birthday Dinosaur Jungle Baby Shower Party Decoration\", \"asin\": \"B0BRN5YVPR\"},\n{\"title\": \"Bezente Green Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Light Green Balloons for Green Jungle Themed Birthday Baby Shower Christmas Party Decorations\", \"asin\": \"B0C3H1W6BD\"}],\n\"search_results\": [{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Green Mylar Cursive Foil Birthday Balloons Banner, Green Party Decorations for Men, Women\", \"asin\": \"B0CKRS733F\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Tue, Apr 8\"},\n{\"title\": \"TONIFUL Green Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Graduation Party Supplies\", \"asin\": \"B0CWKT7H5D\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Sage Green 5 Balloons, 40\\\" Giant Helium Foil Number 0-9 Olive Green Birthday Balloon for Boys Girls, Self Inflating Digit 5 Balloons for Women Men Anniversary Jungle Safari Party Decorations Supplies\", \"asin\": \"B0C2GV1PB6\", \"price\": \"$5.99\", \"delivery\": \"FREE delivery Tue, Apr 8\"},\n{\"title\": \"TONIFUL Green Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Graduation Party Supplies\", \"asin\": \"B0CWKT7H5D\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Sage Green Gold White Party Balloons, 50Pcs Sage Green and Gold Confetti Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B09WGX2M4G\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Bezente Green Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Balloons for Dark Green Themed Wedding Graduation Anniversary Birthday Party Backdrop Decorations\", \"asin\": \"B08ZHKPYNS\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"30Pcs Green Birthday Balloons 12In Printed Latex Balloons with \\\"Happy Birthday\\\"for Kids Birthday Party Decoration\", \"asin\": \"B0CZQCF8M1\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Green and Gold Balloons, 12 Inch Dark Emerald Green Sage Green Metallic Gold Balloon Green Gold Confetti Balloons for Birthday Wedding Christmas New Year Eve Party Decorations\", \"asin\": \"B0CYZ4MWRN\", \"price\": \"$7.79\", \"delivery\": \"FREE delivery Tue, Apr 8\"},\n{\"title\": \"Birthday Decorations for Men Green and Black Party Decor Supplies Boy Including Happy Birthday Banner Confetti Latex Balloon Foil Balloon and Ribbon\", \"asin\": \"B097P45Y35\", \"price\": \"$6.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"16 Inch Green Aluminum Foil Birthday Balloons for Birthday Party Supplies\", \"asin\": \"B0B4JR5Z3B\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Sage green Balloons, 60pcs 12inch Sage green Sand White Metallic Gold Confetti Balloons for Boho Birthday Wedding Bridal Baby Shower Engagement Party Decorations\", \"asin\": \"B0DJ2CRY7W\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Emerald Green)\", \"asin\": \"B0B5TPSCD3\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Macaron Green Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Set,Inflatable Reusable Party Decor,for Women,Men,Kids Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0DKHNF834\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members Only 2 left in stock - order soon.\"},\n{\"title\": \"Sage Green Gold Balloons Set 12 Inches,70 Pcs Bean Green and Metallic Gold Latex Balloons,Green and Chrome Gold Party Balloons for Birthday\", \"asin\": \"B0DJVFLGHX\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 8\"},\n{\"title\": \"Sage Green White Heart Balloons,12Pcs 18 Inch Oliver Green Cream Foil Love Heart Shaped Balloons for Baby Shower Birthday Party Bridal Engagement Wedding Anniversary Valentines Day Decorations\", \"asin\": \"B0DDPMGSJC\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"72Pcs Sage Green Balloons Set with 12inch 5inch Pearl Metallic Gold Balloon Light Olive Green Coffetti Balloons for Baby Shower Birthday Wedding Party Decorations Supples\", \"asin\": \"B0D5LYKFGK\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Banner, Green Birthday Decoration, 16 Pcs 12in Happy Birthday Balloons with 2 Ribbons for Men Women Girls and Boys Birthday Party Decoration\", \"asin\": \"B0CCV9J28S\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Tue, Apr 8\"},\n{\"title\": \"Dark Green Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Set,Inflatable Reusable Party Decor,for Women,Men,Kids Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0DKHDHCB6\", \"price\": \"$6.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"KBZVNAF Dark Green Latex Party Balloons - 50 Pack 12 inch Green Helium Balloons for Baby Shower Birthday Summer Jungle Theme Party Decorations\", \"asin\": \"B00NZLWQ4Y\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Sage Green White Gold Balloon Garland Arch Kit, 146Pcs Latex Balloons Different Sizes 18 12 10 5 Inch for Birthday Baby Shower Gender Reveal Wedding Party Decoration\", \"asin\": \"B0CTQQ56FN\", \"price\": \"$13.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Green Number 2 Balloon 40 Inch, 2 Balloon Number, 2nd Birthday Decorations for Baby Girls Boys Toddlers\", \"asin\": \"B0D4TY21GD\", \"price\": \"$3.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Green Number 4 Balloon 40 Inch, Big Large Foil Helium Number Balloons, Jumbo Giant Mylar Number 4 Balloons for 4 Year Old Birthday Party Decorations Supplies Anniversary Celebration\", \"asin\": \"B0CFQXN891\", \"price\": \"$4.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"40 Inch Green 1 Balloon for First Birthday, 1st Number Balloons Birthday Decorations for Girl Boy Kids Toddler Baby, One Giant Number 1 Balloon, St. Patrick's Day Birthday Decorations\", \"asin\": \"B0CT5GY56S\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Only 3 left in stock - order soon.\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Green Mylar Cursive Foil Birthday Balloons Banner, Green Party Decorations for Men, Women\", \"asin\": \"B0CKRS733F\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Tue, Apr 8\"},\n{\"title\": \"Sage Green Birthday Decorations for Men Women Boys Girls,Sage Green Beige Gold balloons Happy Birthday Balloons Banner Confetti Balloons for Birthday Baby Shower Party Decorations\", \"asin\": \"B0DNM51WVC\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"Sage Green and Rose Gold Balloons, 12 Inch Avocado Green Metallic Rose Gold Confetti Balloons, Retro Green White Balloons for Birthday Wedding Baby Shower Jungle Safari Party Decoration\", \"asin\": \"B0D11YN23B\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Green Happy Birthday Balloon Banner, 16 Inch Happy Birthday Foil Balloons, Birthday Sign Reusable Material Birthday Banner Green Happy Birthday Balloon for Girls Boys Birthday Party Decoration\", \"asin\": \"B0D1XHG939\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"YMSZ Green and Gold Balloons, 67pcs 12 Inch Metallic Gold and Dark Green Balloons for Birthday, Graduation, St. Patrick's Day, Baby Shower, Jungle Party Decorations\", \"asin\": \"B0CQP8DBQ6\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Happy Birthday Balloons 24Pcs Sage Green Gold Happy Birthday Latex Balloons Confetti Balloons Green Gold Happy Birthday Party Decorations for Women Men Happy Birthday Anniversary Decor Supplies 12inch\", \"asin\": \"B0D1K6P92F\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7 Only 12 left in stock - order soon.\"},\n{\"title\": \"Sage Green First Birthday Decorations For Boys, 40inch Olive Green Number 1 Balloon And Happy Birthday Banner Set With 12inch Sage Green Cream Metallic Gold Balloons For Kids 1st Birthday Decorations\", \"asin\": \"B0CND9QRXL\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"xo, Fetti Dirty Martini Latex Balloons - 24 pk, 12\\\" \| Olive Cocktail Decorations, Pink Bachelorette Party Decor, Tini Bit Older Birthday Supplies\", \"asin\": \"B0DJB17V82\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"AULE Party Balloons 50 Pcs 12 inch Teal Green Metallic Chrome Helium Shiny Latex Thicken Balloon Perfect Decoration for Wedding Birthday Baby Shower Graduation Christmas Carnival\", \"asin\": \"B07MFDRFMY\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Sage One Year Old Birthday Decorations-One Balloon Box, 12 Inch Sage Green White Gold Balloons, 32 Inch Sage Number 1 Balloons And Happy Birthday Banner For Boy Girl First Birthday Decorations\", \"asin\": \"B0DTKTRWSL\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7 Only 5 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:17:20.309Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:17:20.309Z	click	cart_side_bar	rule	train	1,351	2025-04-05T20:17:20.309Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} <\|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": "birthday balloon green"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "promotion_items": [{"title": "HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Green Mylar Cursive Foil Birthday Balloons Banner, Green Party Decorations for Men, Women", "asin": "B0CKRS733F", "price": "$6.99", "quantity": ""}, {"title": "Sage Green 5 Balloons, 40\" Giant Helium Foil Number 0-9 Olive Green Birthday Balloon for Boys Girls, Self Inflating Digit 5 Balloons for Women Men Anniversary Jungle Safari Party Decorations Supplies", "asin": "B0C2GV1PB6", "price": "$5.99", "quantity": ""}, {"title": "BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies", "asin": "B087FBZXYG", "price": "$8.99", "quantity": ""}, {"title": "Silver Happy Birthday Balloons Banner (3D Silver Lettering) Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun", "asin": "B085LLRX4H", "price": "$6.87", "quantity": ""}, {"title": "Ouddy Party Sage Green Balloons Arch Garland Kit, Different Sizes 18 12 10 5 inch Sage Green Gold Sand White Olive Latex Metallic Confetti Balloon for Baby Shower Safari Birthday Party Decorations", "asin": "B0DJQGJB1L", "price": "$9.99", "quantity": ""}, {"title": "Sage Green White Heart Balloons, 10PCS Green Beige Foil Heart Balloons, 18inch Olive Green Cream White Heart Shape Balloons for Neutral Jungle Birthday Baby Shower Valentines Wedding Party Decorations", "asin": "B0D7C7ZDH5", "price": "$8.49", "quantity": ""}, {"title": "NISOCY Green Balloons Arch Garland Kit, 102PCS 18In 12In 10In 5In Green Balloons Different Sizes for Birthday Wedding Baby Shower Jungle Summer Fruit Green Theme Anniversary Celebration Decoration", "asin": "B0C6QDNL4H", "price": "$8.99", "quantity": ""}, {"title": "Light Green Balloons - Different Sizes 18, 12, 10, 5 Inches, Green Balloon Garland Arch for Safari Party, Birthday, Baby Shower, Bridal Shower, Spring Decorations", "asin": "B0D1TR37WC", "price": "$14.69", "quantity": ""}, {"title": "Bezente Green Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Light Green Balloons for Green Jungle Themed Birthday Baby Shower Christmas Party Decorations", "asin": "B0C3H1W6BD", "price": "$8.99", "quantity": ""}, {"title": "KatchOn, Big Gradient Green Mylar Balloons - 22 Inch, Pack of 6 \| 4D Green Foil Balloons \| St Patricks Day Balloons for St Patricks Day Decorations \| Metallic Green Balloons \| Green Party Decorations", "asin": "B08TCD7XT5", "price": "$8.95", "quantity": ""}, {"title": "YMSZ Green Balloons, 67pcs 12 Inch Metallic Green Dark Green Lime Green Latex Balloons for St. Patrick's Day, Baby Shower, Jungle Safari Birthday Party Decorations", "asin": "B0DP239M7V", "price": "$6.99", "quantity": ""}, {"title": "Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \"Happy Birthday\" Printed for Kids Birthday Party Decoration", "asin": "B0892H3TXG", "price": "$9.99", "quantity": ""}], "ads": [{"title": "Bezente Green Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Balloons for Dark Green Themed Wedding Graduation Anniversary Birthday Party Backdrop Decorations", "asin": "B08ZHKPYNS"}, {"title": "Bezente Lime Green Latex Party Balloons - 100 Pack 12 inch Light Green Balloons Round Helium Fruit Green Balloons for Birthday Dinosaur Jungle Baby Shower Party Decoration", "asin": "B0BRN5YVPR"}, {"title": "Bezente Green Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Light Green Balloons for Green Jungle Themed Birthday Baby Shower Christmas Party Decorations", "asin": "B0C3H1W6BD"}], "search_results": [{"title": "HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Green Mylar Cursive Foil Birthday Balloons Banner, Green Party Decorations for Men, Women", "asin": "B0CKRS733F", "price": "$6.99", "delivery": "FREE delivery Tue, Apr 8"}, {"title": "TONIFUL Green Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Graduation Party Supplies", "asin": "B0CWKT7H5D", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Sage Green 5 Balloons, 40\" Giant Helium Foil Number 0-9 Olive Green Birthday Balloon for Boys Girls, Self Inflating Digit 5 Balloons for Women Men Anniversary Jungle Safari Party Decorations Supplies", "asin": "B0C2GV1PB6", "price": "$5.99", "delivery": "FREE delivery Tue, Apr 8"}, {"title": "TONIFUL Green Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Graduation Party Supplies", "asin": "B0CWKT7H5D", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Sage Green Gold White Party Balloons, 50Pcs Sage Green and Gold Confetti Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B09WGX2M4G", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Bezente Green Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Balloons for Dark Green Themed Wedding Graduation Anniversary Birthday Party Backdrop Decorations", "asin": "B08ZHKPYNS", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "30Pcs Green Birthday Balloons 12In Printed Latex Balloons with \"Happy Birthday\"for Kids Birthday Party Decoration", "asin": "B0CZQCF8M1", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Green and Gold Balloons, 12 Inch Dark Emerald Green Sage Green Metallic Gold Balloon Green Gold Confetti Balloons for Birthday Wedding Christmas New Year Eve Party Decorations", "asin": "B0CYZ4MWRN", "price": "$7.79", "delivery": "FREE delivery Tue, Apr 8"}, {"title": "Birthday Decorations for Men Green and Black Party Decor Supplies Boy Including Happy Birthday Banner Confetti Latex Balloon Foil Balloon and Ribbon", "asin": "B097P45Y35", "price": "$6.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "16 Inch Green Aluminum Foil Birthday Balloons for Birthday Party Supplies", "asin": "B0B4JR5Z3B", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Sage green Balloons, 60pcs 12inch Sage green Sand White Metallic Gold Confetti Balloons for Boho Birthday Wedding Bridal Baby Shower Engagement Party Decorations", "asin": "B0DJ2CRY7W", "price": "$11.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Emerald Green)", "asin": "B0B5TPSCD3", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Macaron Green Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Set,Inflatable Reusable Party Decor,for Women,Men,Kids Boys & Girls Birthday Decorations Party Supplies", "asin": "B0DKHNF834", "price": "$6.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members Only 2 left in stock - order soon."}, {"title": "Sage Green Gold Balloons Set 12 Inches,70 Pcs Bean Green and Metallic Gold Latex Balloons,Green and Chrome Gold Party Balloons for Birthday", "asin": "B0DJVFLGHX", "price": "$8.49", "delivery": "FREE delivery Tue, Apr 8"}, {"title": "Sage Green White Heart Balloons,12Pcs 18 Inch Oliver Green Cream Foil Love Heart Shaped Balloons for Baby Shower Birthday Party Bridal Engagement Wedding Anniversary Valentines Day Decorations", "asin": "B0DDPMGSJC", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "72Pcs Sage Green Balloons Set with 12inch 5inch Pearl Metallic Gold Balloon Light Olive Green Coffetti Balloons for Baby Shower Birthday Wedding Party Decorations Supples", "asin": "B0D5LYKFGK", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Happy Birthday Banner, Green Birthday Decoration, 16 Pcs 12in Happy Birthday Balloons with 2 Ribbons for Men Women Girls and Boys Birthday Party Decoration", "asin": "B0CCV9J28S", "price": "$6.99", "delivery": "FREE delivery Tue, Apr 8"}, {"title": "Dark Green Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Set,Inflatable Reusable Party Decor,for Women,Men,Kids Boys & Girls Birthday Decorations Party Supplies", "asin": "B0DKHDHCB6", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "KBZVNAF Dark Green Latex Party Balloons - 50 Pack 12 inch Green Helium Balloons for Baby Shower Birthday Summer Jungle Theme Party Decorations", "asin": "B00NZLWQ4Y", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Sage Green White Gold Balloon Garland Arch Kit, 146Pcs Latex Balloons Different Sizes 18 12 10 5 Inch for Birthday Baby Shower Gender Reveal Wedding Party Decoration", "asin": "B0CTQQ56FN", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Green Number 2 Balloon 40 Inch, 2 Balloon Number, 2nd Birthday Decorations for Baby Girls Boys Toddlers", "asin": "B0D4TY21GD", "price": "$3.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Green Number 4 Balloon 40 Inch, Big Large Foil Helium Number Balloons, Jumbo Giant Mylar Number 4 Balloons for 4 Year Old Birthday Party Decorations Supplies Anniversary Celebration", "asin": "B0CFQXN891", "price": "$4.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "40 Inch Green 1 Balloon for First Birthday, 1st Number Balloons Birthday Decorations for Girl Boy Kids Toddler Baby, One Giant Number 1 Balloon, St. Patrick's Day Birthday Decorations", "asin": "B0CT5GY56S", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Only 3 left in stock - order soon."}, {"title": "HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Green Mylar Cursive Foil Birthday Balloons Banner, Green Party Decorations for Men, Women", "asin": "B0CKRS733F", "price": "$6.99", "delivery": "FREE delivery Tue, Apr 8"}, {"title": "Sage Green Birthday Decorations for Men Women Boys Girls,Sage Green Beige Gold balloons Happy Birthday Balloons Banner Confetti Balloons for Birthday Baby Shower Party Decorations", "asin": "B0DNM51WVC", "price": "$9.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "Sage Green and Rose Gold Balloons, 12 Inch Avocado Green Metallic Rose Gold Confetti Balloons, Retro Green White Balloons for Birthday Wedding Baby Shower Jungle Safari Party Decoration", "asin": "B0D11YN23B", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Green Happy Birthday Balloon Banner, 16 Inch Happy Birthday Foil Balloons, Birthday Sign Reusable Material Birthday Banner Green Happy Birthday Balloon for Girls Boys Birthday Party Decoration", "asin": "B0D1XHG939", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "YMSZ Green and Gold Balloons, 67pcs 12 Inch Metallic Gold and Dark Green Balloons for Birthday, Graduation, St. Patrick's Day, Baby Shower, Jungle Party Decorations", "asin": "B0CQP8DBQ6", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Happy Birthday Balloons 24Pcs Sage Green Gold Happy Birthday Latex Balloons Confetti Balloons Green Gold Happy Birthday Party Decorations for Women Men Happy Birthday Anniversary Decor Supplies 12inch", "asin": "B0D1K6P92F", "price": "$7.99", "delivery": " Two-Day FREE delivery Mon, Apr 7 Only 12 left in stock - order soon."}, {"title": "Sage Green First Birthday Decorations For Boys, 40inch Olive Green Number 1 Balloon And Happy Birthday Banner Set With 12inch Sage Green Cream Metallic Gold Balloons For Kids 1st Birthday Decorations", "asin": "B0CND9QRXL", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "xo, Fetti Dirty Martini Latex Balloons - 24 pk, 12\" \| Olive Cocktail Decorations, Pink Bachelorette Party Decor, Tini Bit Older Birthday Supplies", "asin": "B0DJB17V82", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "AULE Party Balloons 50 Pcs 12 inch Teal Green Metallic Chrome Helium Shiny Latex Thicken Balloon Perfect Decoration for Wedding Birthday Baby Shower Graduation Christmas Carnival", "asin": "B07MFDRFMY", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Sage One Year Old Birthday Decorations-One Balloon Box, 12 Inch Sage Green White Gold Balloons, 32 Inch Sage Number 1 Balloons And Happy Birthday Banner For Boy Girl First Birthday Decorations", "asin": "B0DTKTRWSL", "price": "$12.99", "delivery": " Two-Day FREE delivery Mon, Apr 7 Only 5 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:17:20.309Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:17:20.309Z\",\"action\": \"click\",\"acion_argument\": \"cart_side_bar\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:17:20.309Z\",\"action\": \"click\",\"acion_argument\": \"cart_side_bar\",}</answer>", "index": 1351, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"birthday balloon green\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Green Mylar Cursive Foil Birthday Balloons Banner, Green Party Decorations for Men, Women\", \"asin\": \"B0CKRS733F\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Sage Green 5 Balloons, 40\\\" Giant Helium Foil Number 0-9 Olive Green Birthday Balloon for Boys Girls, Self Inflating Digit 5 Balloons for Women Men Anniversary Jungle Safari Party Decorations Supplies\", \"asin\": \"B0C2GV1PB6\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B087FBZXYG\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Silver Happy Birthday Balloons Banner (3D Silver Lettering) Mylar Foil Letters \| Inflatable Party Decor and Event Decorations for Kids and Adults \| Reusable, Ecofriendly Fun\", \"asin\": \"B085LLRX4H\", \"price\": \"$6.87\", \"quantity\": \"\"},\n{\"title\": \"Ouddy Party Sage Green Balloons Arch Garland Kit, Different Sizes 18 12 10 5 inch Sage Green Gold Sand White Olive Latex Metallic Confetti Balloon for Baby Shower Safari Birthday Party Decorations\", \"asin\": \"B0DJQGJB1L\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Sage Green White Heart Balloons, 10PCS Green Beige Foil Heart Balloons, 18inch Olive Green Cream White Heart Shape Balloons for Neutral Jungle Birthday Baby Shower Valentines Wedding Party Decorations\", \"asin\": \"B0D7C7ZDH5\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"NISOCY Green Balloons Arch Garland Kit, 102PCS 18In 12In 10In 5In Green Balloons Different Sizes for Birthday Wedding Baby Shower Jungle Summer Fruit Green Theme Anniversary Celebration Decoration\", \"asin\": \"B0C6QDNL4H\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Light Green Balloons - Different Sizes 18, 12, 10, 5 Inches, Green Balloon Garland Arch for Safari Party, Birthday, Baby Shower, Bridal Shower, Spring Decorations\", \"asin\": \"B0D1TR37WC\", \"price\": \"$14.69\", \"quantity\": \"\"},\n{\"title\": \"Bezente Green Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Light Green Balloons for Green Jungle Themed Birthday Baby Shower Christmas Party Decorations\", \"asin\": \"B0C3H1W6BD\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"KatchOn, Big Gradient Green Mylar Balloons - 22 Inch, Pack of 6 \| 4D Green Foil Balloons \| St Patricks Day Balloons for St Patricks Day Decorations \| Metallic Green Balloons \| Green Party Decorations\", \"asin\": \"B08TCD7XT5\", \"price\": \"$8.95\", \"quantity\": \"\"},\n{\"title\": \"YMSZ Green Balloons, 67pcs 12 Inch Metallic Green Dark Green Lime Green Latex Balloons for St. Patrick's Day, Baby Shower, Jungle Safari Birthday Party Decorations\", \"asin\": \"B0DP239M7V\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \\\"Happy Birthday\\\" Printed for Kids Birthday Party Decoration\", \"asin\": \"B0892H3TXG\", \"price\": \"$9.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Bezente Green Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Balloons for Dark Green Themed Wedding Graduation Anniversary Birthday Party Backdrop Decorations\", \"asin\": \"B08ZHKPYNS\"},\n{\"title\": \"Bezente Lime Green Latex Party Balloons - 100 Pack 12 inch Light Green Balloons Round Helium Fruit Green Balloons for Birthday Dinosaur Jungle Baby Shower Party Decoration\", \"asin\": \"B0BRN5YVPR\"},\n{\"title\": \"Bezente Green Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Light Green Balloons for Green Jungle Themed Birthday Baby Shower Christmas Party Decorations\", \"asin\": \"B0C3H1W6BD\"}],\n\"search_results\": [{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Green Mylar Cursive Foil Birthday Balloons Banner, Green Party Decorations for Men, Women\", \"asin\": \"B0CKRS733F\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Tue, Apr 8\"},\n{\"title\": \"TONIFUL Green Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Graduation Party Supplies\", \"asin\": \"B0CWKT7H5D\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Sage Green 5 Balloons, 40\\\" Giant Helium Foil Number 0-9 Olive Green Birthday Balloon for Boys Girls, Self Inflating Digit 5 Balloons for Women Men Anniversary Jungle Safari Party Decorations Supplies\", \"asin\": \"B0C2GV1PB6\", \"price\": \"$5.99\", \"delivery\": \"FREE delivery Tue, Apr 8\"},\n{\"title\": \"TONIFUL Green Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Graduation Party Supplies\", \"asin\": \"B0CWKT7H5D\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Sage Green Gold White Party Balloons, 50Pcs Sage Green and Gold Confetti Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B09WGX2M4G\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Bezente Green Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Balloons for Dark Green Themed Wedding Graduation Anniversary Birthday Party Backdrop Decorations\", \"asin\": \"B08ZHKPYNS\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"30Pcs Green Birthday Balloons 12In Printed Latex Balloons with \\\"Happy Birthday\\\"for Kids Birthday Party Decoration\", \"asin\": \"B0CZQCF8M1\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Green and Gold Balloons, 12 Inch Dark Emerald Green Sage Green Metallic Gold Balloon Green Gold Confetti Balloons for Birthday Wedding Christmas New Year Eve Party Decorations\", \"asin\": \"B0CYZ4MWRN\", \"price\": \"$7.79\", \"delivery\": \"FREE delivery Tue, Apr 8\"},\n{\"title\": \"Birthday Decorations for Men Green and Black Party Decor Supplies Boy Including Happy Birthday Banner Confetti Latex Balloon Foil Balloon and Ribbon\", \"asin\": \"B097P45Y35\", \"price\": \"$6.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"16 Inch Green Aluminum Foil Birthday Balloons for Birthday Party Supplies\", \"asin\": \"B0B4JR5Z3B\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Sage green Balloons, 60pcs 12inch Sage green Sand White Metallic Gold Confetti Balloons for Boho Birthday Wedding Bridal Baby Shower Engagement Party Decorations\", \"asin\": \"B0DJ2CRY7W\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Emerald Green)\", \"asin\": \"B0B5TPSCD3\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Macaron Green Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Set,Inflatable Reusable Party Decor,for Women,Men,Kids Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0DKHNF834\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members Only 2 left in stock - order soon.\"},\n{\"title\": \"Sage Green Gold Balloons Set 12 Inches,70 Pcs Bean Green and Metallic Gold Latex Balloons,Green and Chrome Gold Party Balloons for Birthday\", \"asin\": \"B0DJVFLGHX\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Tue, Apr 8\"},\n{\"title\": \"Sage Green White Heart Balloons,12Pcs 18 Inch Oliver Green Cream Foil Love Heart Shaped Balloons for Baby Shower Birthday Party Bridal Engagement Wedding Anniversary Valentines Day Decorations\", \"asin\": \"B0DDPMGSJC\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"72Pcs Sage Green Balloons Set with 12inch 5inch Pearl Metallic Gold Balloon Light Olive Green Coffetti Balloons for Baby Shower Birthday Wedding Party Decorations Supples\", \"asin\": \"B0D5LYKFGK\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Banner, Green Birthday Decoration, 16 Pcs 12in Happy Birthday Balloons with 2 Ribbons for Men Women Girls and Boys Birthday Party Decoration\", \"asin\": \"B0CCV9J28S\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Tue, Apr 8\"},\n{\"title\": \"Dark Green Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Set,Inflatable Reusable Party Decor,for Women,Men,Kids Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0DKHDHCB6\", \"price\": \"$6.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"KBZVNAF Dark Green Latex Party Balloons - 50 Pack 12 inch Green Helium Balloons for Baby Shower Birthday Summer Jungle Theme Party Decorations\", \"asin\": \"B00NZLWQ4Y\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Sage Green White Gold Balloon Garland Arch Kit, 146Pcs Latex Balloons Different Sizes 18 12 10 5 Inch for Birthday Baby Shower Gender Reveal Wedding Party Decoration\", \"asin\": \"B0CTQQ56FN\", \"price\": \"$13.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Green Number 2 Balloon 40 Inch, 2 Balloon Number, 2nd Birthday Decorations for Baby Girls Boys Toddlers\", \"asin\": \"B0D4TY21GD\", \"price\": \"$3.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Green Number 4 Balloon 40 Inch, Big Large Foil Helium Number Balloons, Jumbo Giant Mylar Number 4 Balloons for 4 Year Old Birthday Party Decorations Supplies Anniversary Celebration\", \"asin\": \"B0CFQXN891\", \"price\": \"$4.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"40 Inch Green 1 Balloon for First Birthday, 1st Number Balloons Birthday Decorations for Girl Boy Kids Toddler Baby, One Giant Number 1 Balloon, St. Patrick's Day Birthday Decorations\", \"asin\": \"B0CT5GY56S\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Only 3 left in stock - order soon.\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Green Mylar Cursive Foil Birthday Balloons Banner, Green Party Decorations for Men, Women\", \"asin\": \"B0CKRS733F\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Tue, Apr 8\"},\n{\"title\": \"Sage Green Birthday Decorations for Men Women Boys Girls,Sage Green Beige Gold balloons Happy Birthday Balloons Banner Confetti Balloons for Birthday Baby Shower Party Decorations\", \"asin\": \"B0DNM51WVC\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"Sage Green and Rose Gold Balloons, 12 Inch Avocado Green Metallic Rose Gold Confetti Balloons, Retro Green White Balloons for Birthday Wedding Baby Shower Jungle Safari Party Decoration\", \"asin\": \"B0D11YN23B\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Green Happy Birthday Balloon Banner, 16 Inch Happy Birthday Foil Balloons, Birthday Sign Reusable Material Birthday Banner Green Happy Birthday Balloon for Girls Boys Birthday Party Decoration\", \"asin\": \"B0D1XHG939\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"YMSZ Green and Gold Balloons, 67pcs 12 Inch Metallic Gold and Dark Green Balloons for Birthday, Graduation, St. Patrick's Day, Baby Shower, Jungle Party Decorations\", \"asin\": \"B0CQP8DBQ6\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Happy Birthday Balloons 24Pcs Sage Green Gold Happy Birthday Latex Balloons Confetti Balloons Green Gold Happy Birthday Party Decorations for Women Men Happy Birthday Anniversary Decor Supplies 12inch\", \"asin\": \"B0D1K6P92F\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7 Only 12 left in stock - order soon.\"},\n{\"title\": \"Sage Green First Birthday Decorations For Boys, 40inch Olive Green Number 1 Balloon And Happy Birthday Banner Set With 12inch Sage Green Cream Metallic Gold Balloons For Kids 1st Birthday Decorations\", \"asin\": \"B0CND9QRXL\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"xo, Fetti Dirty Martini Latex Balloons - 24 pk, 12\\\" \| Olive Cocktail Decorations, Pink Bachelorette Party Decor, Tini Bit Older Birthday Supplies\", \"asin\": \"B0DJB17V82\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"AULE Party Balloons 50 Pcs 12 inch Teal Green Metallic Chrome Helium Shiny Latex Thicken Balloon Perfect Decoration for Wedding Birthday Baby Shower Graduation Christmas Carnival\", \"asin\": \"B07MFDRFMY\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Sage One Year Old Birthday Decorations-One Balloon Box, 12 Inch Sage Green White Gold Balloons, 32 Inch Sage Number 1 Balloons And Happy Birthday Banner For Boy Girl First Birthday Decorations\", \"asin\": \"B0DTKTRWSL\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7 Only 5 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:17:20.309Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"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\"search_term\": [{\"term\": \"birthday+balloon+white\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0DSBV5DMW\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\"},\n{\"price\": \"$5.99\"},\n{\"bullet_list\": \"Package Included: White 16 inch Happy Birthday Balloons(uninflated) + straw and ribbon How to Use: Use the plastic straw inflate the gas slowly until 90% filled, pull the straw out, hang the happy birthday balloons banner with the ribbon on wall, window, ceiling or in courtyard Reusable: Self-sealing valve, convenient inflation, and deflation, please repeatedly pinch the inflator, to ensure that no air leaks, and balloons can be deflated with a straw to facilitate repeated balloon use Fantastic Party Centerpiece: Happy birthday balloons banner is a perfect for birthday party decorations and supplies make all birthday themed parties ceremonial, they are perfect for all ages, male and female, kids and adults, and family. Makes a memorable impression for your birthday party Durable and Beautiful: Made of durable mylar- ultra-shiny aluminum foil material without any leaking problem. If you encounter any problems, please contact us at any time, and we will solve them for you within 24 hours\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"16 Inch White\"}],\n\"promotion_items\": [{\"title\": \"IHEPYQ White Balloons Double Stuffed Sand Different Sizes 18 12 5 Inch for Garland Arch Kit Neutral Baby Shower Bridal Wedding Birthday Party Decor\", \"asin\": \"B0CCCVZNMY\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"LUMOSIA 8 Pcs Star Balloons,One Piece Silver Foil Explosion Balloons Decoration Balloons for Birthday Bachelorette Party Baby Shower Wedding\", \"asin\": \"B0D7H7LHTT\", \"price\": \"$8.59\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner, 3D Mylar Foil Letter Birthday Balloons with 2pcs Daisy Balloons, Birthday Party Decorations for Kids Girls Women Adults Baby Shower Birthday Party Supplies\", \"asin\": \"B0CX126LDK\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner, 16 Inch Mylar Foil Balloon Letters Birthday Sign Banner, Reusable Birthday Balloons Kit Birthday Decorations For Kids Adults Birthday Party Favor Supplies White\", \"asin\": \"B0C1GBV7M5\", \"price\": \"$4.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)\", \"asin\": \"B08SBS4YZB\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"quantity\": \"\"},\n{\"title\": \"2 Pack Foil Curtain Backdrop Silver Metallic Tinsel Foil Fringe Curtains Photo Booth Props for Birthday Wedding Engagement Baby Shower Bachelorette Christmas Holiday Celebration Party Decorations\", \"asin\": \"B0BWR49R77\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sig...\", \"asin\": \"B0CF1TMSP6\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B087FBZXYG\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Silver Happy Birthday Banner Balloon Aluminum Foil 16 Inch Letter,10 Inch Five Poin...\", \"asin\": \"B0CZSRYML8\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Banner With Shiny Gold Letters, Swallowtail Design Hanging Signs Par...\", \"asin\": \"B089FK71YY\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"quantity\": \"\"},\n{\"title\": \"TONIFUL Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Reusable for Girls Boys Kids & Adults Birthday Party Decorations Supplies\\uff08Light Brown Cream Chocolate\\uff09\", \"asin\": \"B0CCY84CRK\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)\", \"asin\": \"B08SBS4YZB\", \"price\": \"$6.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:22:23.381Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:22:23.381Z	purchase	B0DSBV5DMW	rule	train	1,352	2025-04-05T20:22:23.381Z	purchase	B0DSBV5DMW	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "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": "birthday+balloon+white"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "product_details": [{"asin": "B0DSBV5DMW"}, {"title": "VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White"}, {"price": "$5.99"}, {"bullet_list": "Package Included: White 16 inch Happy Birthday Balloons(uninflated) + straw and ribbon How to Use: Use the plastic straw inflate the gas slowly until 90% filled, pull the straw out, hang the happy birthday balloons banner with the ribbon on wall, window, ceiling or in courtyard Reusable: Self-sealing valve, convenient inflation, and deflation, please repeatedly pinch the inflator, to ensure that no air leaks, and balloons can be deflated with a straw to facilitate repeated balloon use Fantastic Party Centerpiece: Happy birthday balloons banner is a perfect for birthday party decorations and supplies make all birthday themed parties ceremonial, they are perfect for all ages, male and female, kids and adults, and family. Makes a memorable impression for your birthday party Durable and Beautiful: Made of durable mylar- ultra-shiny aluminum foil material without any leaking problem. If you encounter any problems, please contact us at any time, and we will solve them for you within 24 hours"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "16 Inch White"}], "promotion_items": [{"title": "IHEPYQ White Balloons Double Stuffed Sand Different Sizes 18 12 5 Inch for Garland Arch Kit Neutral Baby Shower Bridal Wedding Birthday Party Decor", "asin": "B0CCCVZNMY", "price": "$16.99", "quantity": ""}, {"title": "LUMOSIA 8 Pcs Star Balloons,One Piece Silver Foil Explosion Balloons Decoration Balloons for Birthday Bachelorette Party Baby Shower Wedding", "asin": "B0D7H7LHTT", "price": "$8.59", "quantity": ""}, {"title": "White Happy Birthday Balloons Banner, 3D Mylar Foil Letter Birthday Balloons with 2pcs Daisy Balloons, Birthday Party Decorations for Kids Girls Women Adults Baby Shower Birthday Party Supplies", "asin": "B0CX126LDK", "price": "$7.99", "quantity": ""}, {"title": "Happy Birthday Balloons Banner, 16 Inch Mylar Foil Balloon Letters Birthday Sign Banner, Reusable Birthday Balloons Kit Birthday Decorations For Kids Adults Birthday Party Favor Supplies White", "asin": "B0C1GBV7M5", "price": "$4.99", "quantity": ""}, {"title": "Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)", "asin": "B08SBS4YZB", "price": "$6.99", "quantity": ""}, {"title": "White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies", "asin": "B0C371239L", "price": "$6.98", "quantity": ""}, {"title": "2 Pack Foil Curtain Backdrop Silver Metallic Tinsel Foil Fringe Curtains Photo Booth Props for Birthday Wedding Engagement Baby Shower Bachelorette Christmas Holiday Celebration Party Decorations", "asin": "B0BWR49R77", "price": "$5.99", "quantity": ""}, {"title": "Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sig...", "asin": "B0CF1TMSP6", "price": "$5.99", "quantity": ""}, {"title": "BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies", "asin": "B087FBZXYG", "price": "$8.99", "quantity": ""}, {"title": "Silver Happy Birthday Banner Balloon Aluminum Foil 16 Inch Letter,10 Inch Five Poin...", "asin": "B0CZSRYML8", "price": "$5.99", "quantity": ""}, {"title": "Happy Birthday Banner With Shiny Gold Letters, Swallowtail Design Hanging Signs Par...", "asin": "B089FK71YY", "price": "$5.99", "quantity": ""}, {"title": "White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies", "asin": "B0C371239L", "price": "$6.98", "quantity": ""}, {"title": "TONIFUL Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Reusable for Girls Boys Kids & Adults Birthday Party Decorations Supplies\uff08Light Brown Cream Chocolate\uff09", "asin": "B0CCY84CRK", "price": "$8.99", "quantity": ""}, {"title": "Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)", "asin": "B08SBS4YZB", "price": "$6.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:22:23.381Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:22:23.381Z\",\"action\": \"purchase\",\"acion_argument\": \"B0DSBV5DMW\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:22:23.381Z\",\"action\": \"purchase\",\"acion_argument\": \"B0DSBV5DMW\",}</answer>", "index": 1352, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"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\"search_term\": [{\"term\": \"birthday+balloon+white\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0DSBV5DMW\"},\n{\"title\": \"VHUWE 16 Inch Happy Birthday Balloon, White Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies \| White\"},\n{\"price\": \"$5.99\"},\n{\"bullet_list\": \"Package Included: White 16 inch Happy Birthday Balloons(uninflated) + straw and ribbon How to Use: Use the plastic straw inflate the gas slowly until 90% filled, pull the straw out, hang the happy birthday balloons banner with the ribbon on wall, window, ceiling or in courtyard Reusable: Self-sealing valve, convenient inflation, and deflation, please repeatedly pinch the inflator, to ensure that no air leaks, and balloons can be deflated with a straw to facilitate repeated balloon use Fantastic Party Centerpiece: Happy birthday balloons banner is a perfect for birthday party decorations and supplies make all birthday themed parties ceremonial, they are perfect for all ages, male and female, kids and adults, and family. Makes a memorable impression for your birthday party Durable and Beautiful: Made of durable mylar- ultra-shiny aluminum foil material without any leaking problem. If you encounter any problems, please contact us at any time, and we will solve them for you within 24 hours\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"16 Inch White\"}],\n\"promotion_items\": [{\"title\": \"IHEPYQ White Balloons Double Stuffed Sand Different Sizes 18 12 5 Inch for Garland Arch Kit Neutral Baby Shower Bridal Wedding Birthday Party Decor\", \"asin\": \"B0CCCVZNMY\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"LUMOSIA 8 Pcs Star Balloons,One Piece Silver Foil Explosion Balloons Decoration Balloons for Birthday Bachelorette Party Baby Shower Wedding\", \"asin\": \"B0D7H7LHTT\", \"price\": \"$8.59\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner, 3D Mylar Foil Letter Birthday Balloons with 2pcs Daisy Balloons, Birthday Party Decorations for Kids Girls Women Adults Baby Shower Birthday Party Supplies\", \"asin\": \"B0CX126LDK\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner, 16 Inch Mylar Foil Balloon Letters Birthday Sign Banner, Reusable Birthday Balloons Kit Birthday Decorations For Kids Adults Birthday Party Favor Supplies White\", \"asin\": \"B0C1GBV7M5\", \"price\": \"$4.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)\", \"asin\": \"B08SBS4YZB\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"quantity\": \"\"},\n{\"title\": \"2 Pack Foil Curtain Backdrop Silver Metallic Tinsel Foil Fringe Curtains Photo Booth Props for Birthday Wedding Engagement Baby Shower Bachelorette Christmas Holiday Celebration Party Decorations\", \"asin\": \"B0BWR49R77\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner, Foil Balloon Personalized Name Letters Balloons Sig...\", \"asin\": \"B0CF1TMSP6\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B087FBZXYG\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Silver Happy Birthday Banner Balloon Aluminum Foil 16 Inch Letter,10 Inch Five Poin...\", \"asin\": \"B0CZSRYML8\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Banner With Shiny Gold Letters, Swallowtail Design Hanging Signs Par...\", \"asin\": \"B089FK71YY\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"White Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B0C371239L\", \"price\": \"$6.98\", \"quantity\": \"\"},\n{\"title\": \"TONIFUL Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Reusable for Girls Boys Kids & Adults Birthday Party Decorations Supplies\\uff08Light Brown Cream Chocolate\\uff09\", \"asin\": \"B0CCY84CRK\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner 16 Inch Hanging 3D Silver Foil Cursive Script Letter Balloons for Kids and Adults Birthday Party Decorations Supplies (Silver)\", \"asin\": \"B08SBS4YZB\", \"price\": \"$6.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:22:23.381Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\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\"search_term\": [{\"term\": \"balloon birthday\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"xo, Fetti Pink Birthday Balloon Set - 24 pk, 12\\\" \| Bachelorette Party Decorations, Bridal Shower, Birthday Party, Pastel Baby Shower, Engagement\", \"asin\": \"B09XTCL1TJ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Prextex 600 Party Balloons, 12 Inch - 10 Balloons Assorted Colors Rainbow - Balloons Bulk Pack of Strong Latex Balloons for Party Decorations, Birthday Parties Supplies or Arch Decor - Helium Quality\", \"asin\": \"B07KWGR7PP\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Colorful Party Balloons 100pcs 12inch Chrome Metallic Helium Balloons for Birthday Party Decoration and Arch Decoration Wedding Birthday Baby Shower Christmas Party\", \"asin\": \"B08FTLNBZ1\", \"price\": \"$9.98\", \"quantity\": \"\"},\n{\"title\": \"Metal Happy Birthday Balloons Colorful Metallic Decorative Balloons Birthday Party Decor Room Decor House Decor For Wedding Birthday Anniversary Graduation Party Decorations Supplies\", \"asin\": \"B0D3D5BTGS\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Rose Gold Mylar Cursive Foil Birthday Balloons Banner, Rose Gold Party Decorations for Men, Women\", \"asin\": \"B0CKRTR52M\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Number 40 Birthday Balloons, 40 Inch Large Light Gold Foil Number 4 and 0 Balloons for Women, 40th Birthday Balloons for 40 Year Old Birthday Anniversary Party Decorations Supplies\", \"asin\": \"B0C7Z4BXP9\", \"price\": \"$7.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Mr. Pen- Balloons, 12 Inch, 54 Pack, Pastel Colors, Party Balloons.\\\" Rated 4.6 out of 5 stars by 1361 reviews. Eligible for Prime.\", \"asin\": \"B0C182FRRD\"},\n{\"title\": \"Go to detail page for \\\"Mr. Pen- Balloons, 12 Inch, 54 Pack, Vibrant Colors, Party Balloons.\\\" Rated 4.6 out of 5 stars by 1361 reviews. Eligible for Prime.\", \"asin\": \"B09JKN6ZSC\"},\n{\"title\": \"Go to detail page for \\\"Mr. Pen- Metallic Balloons, 12 Inch, 54 Pack, 9 Colors, Balloons for Birthday Party.\\\" Rated 4.6 out of 5 stars by 1361 reviews. Eligible for Prime.\", \"asin\": \"B0C2XV58H4\"}],\n\"search_results\": [{\"title\": \"Smlpuame 40 inch Number Balloon 0-9 Gold Large Number 2 Balloons,Digital Balloons for Birthday Party Celebration Decorations Supplies, Helium Foil Number Balloons for Wedding Anniversary\", \"asin\": \"B0B1T9ZZ84\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Colorful Party Balloons 100pcs 12inch Chrome Metallic Helium Balloons for Birthday Party Decoration and Arch Decoration Wedding Birthday Baby Shower Christmas Party\", \"asin\": \"B08FTLNBZ1\", \"price\": \"$9.98\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"40 Inch Gold 14 Number Balloons Giant 14 or 41 Balloons Gold Birthday 14 Balloons 14th Birthday Anniversary Party Decorations\", \"asin\": \"B09TPGQR54\", \"price\": \"$6.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Black\", \"asin\": \"B0BTPLGPZ6\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"RUBFAC 120 Balloons Assorted Color 12 Inches Rainbow Latex Balloons, 12 Bright Color Party Balloons for Birthday Baby Shower Wedding Party Supplies Arch Garland\", \"asin\": \"B07WGXTKGY\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 65 Pcs 12 Inches Sage Green Gold Confetti Balloons Kit, Green Gold Sand White Party Balloons with Ribbons for Tiana Birthday, Wedding, Baby Shower, Graduation, Eucalyptus Party Decorations\", \"asin\": \"B0BZ3M6SNB\", \"price\": \"$6.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"Gold Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters, Inflatable Party Decor and Birthday Decorations for Women, Men, Boys & Girls Kids and Adults, Reusable, Party Supplies\", \"asin\": \"B07GXQ4ZV2\", \"price\": \"$6.87\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Mr. Pen- Balloons, 12 Inch, 54 Pack, Vibrant Colors, Party Balloons\", \"asin\": \"B09JKN6ZSC\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration\", \"asin\": \"B083QVS7VB\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Colorful Party Balloons 100pcs 12inch Chrome Metallic Helium Balloons for Birthday Party Decoration and Arch Decoration Wedding Birthday Baby Shower Christmas Party\", \"asin\": \"B08FTLNBZ1\", \"price\": \"$9.98\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"20 Pcs Silver Square Foil Balloon Metallic Silver Chrome Flat Party Balloon Garland Kit for Disco Birthday Party Graduation Baby Shower Wedding Engagement Holiday Balloon Decorations\", \"asin\": \"B0D72738W8\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"LEGO Minecraft The Ghast Balloon Village Attack- Toy Building Set for Kids, Girls and Boys Ages 10+ - Includes Steve, Natalie, and Dawn Minifigures - Birthday Gift Idea - 21273\", \"asin\": \"B0DJ1B3W5D\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"TONIFUL 40 Inch Large Black R Letter Balloons Jumbo Helium Balloons,Foil Mylar Big Alphabet Balloons for Birthday Party Anniversary Supplies Decorations\", \"asin\": \"B09Q5D1XK3\", \"price\": \"$5.68\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"JOYIN 150 Pcs White Balloons, Different Sizes 18 12 10 5 Inch White Latex Balloon Arch Kit with Instruction for Birthday Decoration Party Graduation Wedding Holiday\", \"asin\": \"B0DNJP79N3\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations\", \"asin\": \"B086WTYTG8\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Gold Happy Birthday Banner Balloon Aluminum Foil 16 Inch Letter,10 Inch Five Pointed Star Four Pointed Star Suitable for Kids, Men, Women, Boys and Girls Party Decoration Supplies\", \"asin\": \"B0CZSRW9GN\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \\\"Happy Birthday\\\" Printed for Kids Birthday Party Decoration\", \"asin\": \"B0892H3TXG\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies\", \"asin\": \"B0BJZRS4KR\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Pooqla 4 FT Marquee Light Up Letters, Marquee Letter Lights 4 Feet Tall, Giant Mosaic Letter Sign for Balloons Birthday Party Anniversary Wedding Decorations, Big Warm White A\", \"asin\": \"B0D6K3N2ZG\", \"price\": \"$25.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Red Blue Yellow Green Balloon Garland Arch Kit, Mushroom Star Foil Balloons Color Carnival Circus Balloons for Mario Birthday Carnival Circus Party Decorations\", \"asin\": \"B0D258NQRK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"50 Pieces Happy Birthday Party Aluminum Foil Balloons 18\\\" Foil Mylar Helium Balloon Round Inflatable Balloons for Birthday Parties Baby Shower Decorations Supplies\", \"asin\": \"B09PYZZPLJ\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Blue Balloon Metallic Blue Balloons, 60Pcs 12Inch Chrome Blue Balloons Kit Macaron Baby Pearl Navy Blue Latex Balloons for Birthday Wedding Baby Shower Party Decoration\", \"asin\": \"B0CGM15P4L\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Zesliwy Black Gold Confetti Balloons 50 pack - 12 Inch Gold White and Black Confetti Balloons with Ribbons for Graduation Birthday Wedding Party Decorations\\u2026\", \"asin\": \"B08GJ9GLHH\", \"price\": \"$9.89\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Pink Balloons Metallic Pink Balloon, 50Pcs 12Inch Hot Pink Chrome Pink Latex Balloons Baby Pink Balloons and Dark Magenta Pink Balloons for Birthday Baby Shower Princess Party Decorations\", \"asin\": \"B0CMZL1N52\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"KALOR Silver Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B07PQ3MRVV\", \"price\": \"$6.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"50pcs 12inch Happy Birthday Balloons for Men&Women, Assorted Balloons for Party, Beautiful Flowers Printed Decoration (Birthday)\", \"asin\": \"B07DPVMXQZ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Bezente Assorted Rainbow Latex Balloons, 100 Pack 12 inch Round Helium Bright Color Balloons for Birthday Baby Shower Wedding Party Decorations\", \"asin\": \"B0BZCHMVTK\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Black\", \"asin\": \"B0BTPLGPZ6\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Number 5 Balloon 40 Inch for 5th Birthday Decorations, 15 25 35 50 Mylar Big Navy Blue Foil Number Balloons for Wedding Anniversary Party Decor\", \"asin\": \"B0C2CJM1B8\", \"price\": \"$3.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Toyland\\u00ae Pack Of 2-32 Inch Bluey Balloons - 1 x Bluey & 1 x Bingo Shaped Character Balloons\", \"asin\": \"B0BY2Y2872\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Balloon Big 39\\\" Foil Inflated Mylar Balloons Large Self-inflating Happy Bday Delivery Ballon Party Decoration Inflatable Ballons Supplies YAY\", \"asin\": \"B09XM8VLKD\", \"price\": \"$6.68\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Birthday Decoration Set Colorful Happy Birthday Banner Balloon,Star and Circle Mylar Foil Balloon for Girls Boys Kids & Adults Birthday Decorations and Party Supplies 5PCS\", \"asin\": \"B0C6M1S5GT\", \"price\": \"$6.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"PartyWoo Metallic Gold Balloons 50 pcs 12 Inch Chrome Gold Balloons for Graduation Baby Shower Gender Reveal Christmas Wedding New Year Anniversaries Birthday Party Decorations Gold-G101\", \"asin\": \"B0991XM8YL\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Gold 2 Balloon, Number Balloon 40 Inch, Two Balloon Number Birthday Decorations, Second 2nd Birthday Party Supplies, Number 2 Balloon\", \"asin\": \"B0CJY3T7S7\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"pink birthday decorations for women \\uff0chappy birthday party decorations for girls\\uff0cpink Fringe Curtain\\uff0chappy birthday banner\\uff0chappy birthday balloons\\uff0chappy birthday balloon letters\", \"asin\": \"B0C417RSN7\", \"price\": \"$21.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Balloon Garland Kit, Nude Pastel Pink Metallic Gold Matte White Balloons Gold and Rose Gold Confetti Balloons for Wedding Bridal Shower Princess Party Girl Birthday Baby Shower Decorations\", \"asin\": \"B0CGQZ87LZ\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Pink and Purple Balloons, 50PCS 12 Inch Purple Pink Confetti Balloons, Metallic Purple Pink Latex Balloons with Ribbon, Party Balloons for Girls Birthday Baby Shower Wedding Party Decorations\", \"asin\": \"B0C9PMB3WY\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Party Balloon Birthday Balloons Sprinkles Confetti Balloon Pack - Ice Cream Sprinkle Balloons.(24PCS)\", \"asin\": \"B07XXSZGPT\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 36 Punch Balloons Punching Balloon Heavy Duty Party Favors For Kids, Bouncy Balls with Rubber Band Handle for Birthday Party, Goodie Bag, Stocking Stuffers for Kids\", \"asin\": \"B07SPC37YZ\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"TONIFUL Black Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Halloween Party Supplies\", \"asin\": \"B086C8V9HM\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Party Balloons Foil \\u2013 38in 18in Large Mylar Helium Round Champagne Bottle and Champagne Glass Shaped Foil Birthday Balloons Decorations\", \"asin\": \"B0DSFVJMML\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 129pcs Metallic Gold Balloons Different Sizes 18 12 10 5 Inch, Latex Balloon Garland Arch Kit for Party Graduation Wedding Holiday Happy Birthday Decoration\", \"asin\": \"B09T6QFR2J\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Birthday Party Decorations, Happy Birthday Banner, Rose Gold Fringe Curtain, Heart Star Foil Confetti Balloons, Hanging Swirls for Women Girls Birthday Princess Party\", \"asin\": \"B08MZZPR81\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"2pcs Happy Birthday Balloon Big 41\\\" Foil Inflated Mylar Balloons for Birthday Party Supplies Baby Shower Decorations\", \"asin\": \"B0BBZB4RPJ\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Aluminum Foil Balloons (50-Pieces) Helium Floating Mylar Balloon Party Decoration Supplies - 18 Inches Round Inflatable Balloons\", \"asin\": \"B088F5G4NY\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Anagram Sonic The Hedgehog Bouquet Balloons\", \"asin\": \"B0B5JWG4QC\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"ANSOMO Sage Green Happy Birthday Party Decorations Retro Green Nude Ivory Dark Olive Kraft Paper Banner Balloons Neutral Rustic Boho Blush Safari Botanical Greenery Wild D\\u00e9cor Supplies Women Adults\", \"asin\": \"B0C9HQSGN7\", \"price\": \"$13.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"120Pcs Balloons Assorted Colors,12 Inch Latex Party Balloons for Birthday Party, Light Multi Color Balloons Rainbow Balloons for Wedding Baby Shower Supplies.(Assorted)\", \"asin\": \"B0BX38JXP3\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Blue Silver Balloons Set, 12 Inch Blue and Silver Balloons Dark Blue Party Balloons Metallic Blue Silver Latex Balloons Baby Blue Confetti Balloon for Birthday Graduations Baby Shower\", \"asin\": \"B0CPFJVGBC\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Anagram 27\\\" Happy Birthday Painted Flowers Foil Balloon, Multicolor\", \"asin\": \"B085F2DVL6\", \"price\": \"$8.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration\", \"asin\": \"B07W9K1R2K\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Retro Dusty Pink Sage Green Metallic Gold Latex Balloons, 35pcs Set - Olive Green Pink White Gold Confetti for Girls Jungle Birthday Baby Shower Wedding Party Decoration\", \"asin\": \"B0C9JVFQ9R\", \"price\": \"$8.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"100 PCS Balloons, 12 Inch Assorted Colors Balloon & 10 Kinds of Color Balloons, Latex Baloons Bulk for Birthday, Baby Shower, Wedding, Family Party.\", \"asin\": \"B0CTMPNLJM\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Thickened balloons, 120 PCS Balloons Assorted Colors, Latex Balloons for Kid's Birthday Party, Exquisite Rainbow Balloon, 12 Inches 12 Kinds of Rianbow Colorful Party Balloons Decorations.\", \"asin\": \"B087N6J7RY\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"KatchOn, Gold Happy Birthday Balloon Set - 23 Inch, Big, Pack of 5 \| Happy Birthday Mylar Balloons, Golden Birthday Balloons \| Gold Star Balloons, Gold Foil Balloons \| Black And Gold Party Decorations\", \"asin\": \"B0BR82GVFZ\", \"price\": \"$7.95\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"INPHER Birthday Cards Fireworks Pop Up Cake Light and Music Happy Birthday Gifts Decorations for Women, Men, Mom, Grandma\", \"asin\": \"B0BXT1PNSQ\", \"price\": \"$13.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"110pcs Black Balloon 12 inch, Black Latex Balloons for Birthday Party Baby Shower Wedding(with 2 Ribbons).\", \"asin\": \"B0BZHHVYY9\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Hallmark Paper Wonder Musical Pop Up Birthday Card (Mylar Balloon Explosion, Plays Happy Birthday)\", \"asin\": \"B09ND3YZJQ\", \"price\": \"$9.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:22:46.102Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:22:46.102Z	click_product	B0CHS3HWQF	rule	train	1,353	2025-04-05T20:22:46.102Z	click_product	B0CHS3HWQF	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} <\|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": "balloon birthday"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "promotion_items": [{"title": "xo, Fetti Pink Birthday Balloon Set - 24 pk, 12\" \| Bachelorette Party Decorations, Bridal Shower, Birthday Party, Pastel Baby Shower, Engagement", "asin": "B09XTCL1TJ", "price": "$9.99", "quantity": ""}, {"title": "Prextex 600 Party Balloons, 12 Inch - 10 Balloons Assorted Colors Rainbow - Balloons Bulk Pack of Strong Latex Balloons for Party Decorations, Birthday Parties Supplies or Arch Decor - Helium Quality", "asin": "B07KWGR7PP", "price": "$29.99", "quantity": ""}, {"title": "Colorful Party Balloons 100pcs 12inch Chrome Metallic Helium Balloons for Birthday Party Decoration and Arch Decoration Wedding Birthday Baby Shower Christmas Party", "asin": "B08FTLNBZ1", "price": "$9.98", "quantity": ""}, {"title": "Metal Happy Birthday Balloons Colorful Metallic Decorative Balloons Birthday Party Decor Room Decor House Decor For Wedding Birthday Anniversary Graduation Party Decorations Supplies", "asin": "B0D3D5BTGS", "price": "$8.99", "quantity": ""}, {"title": "HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Rose Gold Mylar Cursive Foil Birthday Balloons Banner, Rose Gold Party Decorations for Men, Women", "asin": "B0CKRTR52M", "price": "$6.99", "quantity": ""}, {"title": "Champagne Gold Number 40 Birthday Balloons, 40 Inch Large Light Gold Foil Number 4 and 0 Balloons for Women, 40th Birthday Balloons for 40 Year Old Birthday Anniversary Party Decorations Supplies", "asin": "B0C7Z4BXP9", "price": "$7.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Mr. Pen- Balloons, 12 Inch, 54 Pack, Pastel Colors, Party Balloons.\" Rated 4.6 out of 5 stars by 1361 reviews. Eligible for Prime.", "asin": "B0C182FRRD"}, {"title": "Go to detail page for \"Mr. Pen- Balloons, 12 Inch, 54 Pack, Vibrant Colors, Party Balloons.\" Rated 4.6 out of 5 stars by 1361 reviews. Eligible for Prime.", "asin": "B09JKN6ZSC"}, {"title": "Go to detail page for \"Mr. Pen- Metallic Balloons, 12 Inch, 54 Pack, 9 Colors, Balloons for Birthday Party.\" Rated 4.6 out of 5 stars by 1361 reviews. Eligible for Prime.", "asin": "B0C2XV58H4"}], "search_results": [{"title": "Smlpuame 40 inch Number Balloon 0-9 Gold Large Number 2 Balloons,Digital Balloons for Birthday Party Celebration Decorations Supplies, Helium Foil Number Balloons for Wedding Anniversary", "asin": "B0B1T9ZZ84", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Colorful Party Balloons 100pcs 12inch Chrome Metallic Helium Balloons for Birthday Party Decoration and Arch Decoration Wedding Birthday Baby Shower Christmas Party", "asin": "B08FTLNBZ1", "price": "$9.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "40 Inch Gold 14 Number Balloons Giant 14 or 41 Balloons Gold Birthday 14 Balloons 14th Birthday Anniversary Party Decorations", "asin": "B09TPGQR54", "price": "$6.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Black", "asin": "B0BTPLGPZ6", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies", "asin": "B0CHS3HWQF", "price": "$8.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "RUBFAC 120 Balloons Assorted Color 12 Inches Rainbow Latex Balloons, 12 Bright Color Party Balloons for Birthday Baby Shower Wedding Party Supplies Arch Garland", "asin": "B07WGXTKGY", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "RUBFAC 65 Pcs 12 Inches Sage Green Gold Confetti Balloons Kit, Green Gold Sand White Party Balloons with Ribbons for Tiana Birthday, Wedding, Baby Shower, Graduation, Eucalyptus Party Decorations", "asin": "B0BZ3M6SNB", "price": "$6.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "Gold Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters, Inflatable Party Decor and Birthday Decorations for Women, Men, Boys & Girls Kids and Adults, Reusable, Party Supplies", "asin": "B07GXQ4ZV2", "price": "$6.87", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Mr. Pen- Balloons, 12 Inch, 54 Pack, Vibrant Colors, Party Balloons", "asin": "B09JKN6ZSC", "price": "$5.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration", "asin": "B083QVS7VB", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Colorful Party Balloons 100pcs 12inch Chrome Metallic Helium Balloons for Birthday Party Decoration and Arch Decoration Wedding Birthday Baby Shower Christmas Party", "asin": "B08FTLNBZ1", "price": "$9.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "20 Pcs Silver Square Foil Balloon Metallic Silver Chrome Flat Party Balloon Garland Kit for Disco Birthday Party Graduation Baby Shower Wedding Engagement Holiday Balloon Decorations", "asin": "B0D72738W8", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "LEGO Minecraft The Ghast Balloon Village Attack- Toy Building Set for Kids, Girls and Boys Ages 10+ - Includes Steve, Natalie, and Dawn Minifigures - Birthday Gift Idea - 21273", "asin": "B0DJ1B3W5D", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "TONIFUL 40 Inch Large Black R Letter Balloons Jumbo Helium Balloons,Foil Mylar Big Alphabet Balloons for Birthday Party Anniversary Supplies Decorations", "asin": "B09Q5D1XK3", "price": "$5.68", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "JOYIN 150 Pcs White Balloons, Different Sizes 18 12 10 5 Inch White Latex Balloon Arch Kit with Instruction for Birthday Decoration Party Graduation Wedding Holiday", "asin": "B0DNJP79N3", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations", "asin": "B086WTYTG8", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Gold Happy Birthday Banner Balloon Aluminum Foil 16 Inch Letter,10 Inch Five Pointed Star Four Pointed Star Suitable for Kids, Men, Women, Boys and Girls Party Decoration Supplies", "asin": "B0CZSRW9GN", "price": "$5.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \"Happy Birthday\" Printed for Kids Birthday Party Decoration", "asin": "B0892H3TXG", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies", "asin": "B0BJZRS4KR", "price": "$5.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Pooqla 4 FT Marquee Light Up Letters, Marquee Letter Lights 4 Feet Tall, Giant Mosaic Letter Sign for Balloons Birthday Party Anniversary Wedding Decorations, Big Warm White A", "asin": "B0D6K3N2ZG", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1", "asin": "B0BFW2LDHD", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Red Blue Yellow Green Balloon Garland Arch Kit, Mushroom Star Foil Balloons Color Carnival Circus Balloons for Mario Birthday Carnival Circus Party Decorations", "asin": "B0D258NQRK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "50 Pieces Happy Birthday Party Aluminum Foil Balloons 18\" Foil Mylar Helium Balloon Round Inflatable Balloons for Birthday Parties Baby Shower Decorations Supplies", "asin": "B09PYZZPLJ", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Blue Balloon Metallic Blue Balloons, 60Pcs 12Inch Chrome Blue Balloons Kit Macaron Baby Pearl Navy Blue Latex Balloons for Birthday Wedding Baby Shower Party Decoration", "asin": "B0CGM15P4L", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Zesliwy Black Gold Confetti Balloons 50 pack - 12 Inch Gold White and Black Confetti Balloons with Ribbons for Graduation Birthday Wedding Party Decorations\u2026", "asin": "B08GJ9GLHH", "price": "$9.89", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Pink Balloons Metallic Pink Balloon, 50Pcs 12Inch Hot Pink Chrome Pink Latex Balloons Baby Pink Balloons and Dark Magenta Pink Balloons for Birthday Baby Shower Princess Party Decorations", "asin": "B0CMZL1N52", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "KALOR Silver Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies", "asin": "B07PQ3MRVV", "price": "$6.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "50pcs 12inch Happy Birthday Balloons for Men&Women, Assorted Balloons for Party, Beautiful Flowers Printed Decoration (Birthday)", "asin": "B07DPVMXQZ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Bezente Assorted Rainbow Latex Balloons, 100 Pack 12 inch Round Helium Bright Color Balloons for Birthday Baby Shower Wedding Party Decorations", "asin": "B0BZCHMVTK", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Black", "asin": "B0BTPLGPZ6", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Number 5 Balloon 40 Inch for 5th Birthday Decorations, 15 25 35 50 Mylar Big Navy Blue Foil Number Balloons for Wedding Anniversary Party Decor", "asin": "B0C2CJM1B8", "price": "$3.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Toyland\u00ae Pack Of 2-32 Inch Bluey Balloons - 1 x Bluey & 1 x Bingo Shaped Character Balloons", "asin": "B0BY2Y2872", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Happy Birthday Balloon Big 39\" Foil Inflated Mylar Balloons Large Self-inflating Happy Bday Delivery Ballon Party Decoration Inflatable Ballons Supplies YAY", "asin": "B09XM8VLKD", "price": "$6.68", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Birthday Decoration Set Colorful Happy Birthday Banner Balloon,Star and Circle Mylar Foil Balloon for Girls Boys Kids & Adults Birthday Decorations and Party Supplies 5PCS", "asin": "B0C6M1S5GT", "price": "$6.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "PartyWoo Metallic Gold Balloons 50 pcs 12 Inch Chrome Gold Balloons for Graduation Baby Shower Gender Reveal Christmas Wedding New Year Anniversaries Birthday Party Decorations Gold-G101", "asin": "B0991XM8YL", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Gold 2 Balloon, Number Balloon 40 Inch, Two Balloon Number Birthday Decorations, Second 2nd Birthday Party Supplies, Number 2 Balloon", "asin": "B0CJY3T7S7", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "pink birthday decorations for women \uff0chappy birthday party decorations for girls\uff0cpink Fringe Curtain\uff0chappy birthday banner\uff0chappy birthday balloons\uff0chappy birthday balloon letters", "asin": "B0C417RSN7", "price": "$21.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Rose Gold Balloon Garland Kit, Nude Pastel Pink Metallic Gold Matte White Balloons Gold and Rose Gold Confetti Balloons for Wedding Bridal Shower Princess Party Girl Birthday Baby Shower Decorations", "asin": "B0CGQZ87LZ", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Pink and Purple Balloons, 50PCS 12 Inch Purple Pink Confetti Balloons, Metallic Purple Pink Latex Balloons with Ribbon, Party Balloons for Girls Birthday Baby Shower Wedding Party Decorations", "asin": "B0C9PMB3WY", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Party Balloon Birthday Balloons Sprinkles Confetti Balloon Pack - Ice Cream Sprinkle Balloons.(24PCS)", "asin": "B07XXSZGPT", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "RUBFAC 36 Punch Balloons Punching Balloon Heavy Duty Party Favors For Kids, Bouncy Balls with Rubber Band Handle for Birthday Party, Goodie Bag, Stocking Stuffers for Kids", "asin": "B07SPC37YZ", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "TONIFUL Black Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Halloween Party Supplies", "asin": "B086C8V9HM", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Happy Birthday Party Balloons Foil \u2013 38in 18in Large Mylar Helium Round Champagne Bottle and Champagne Glass Shaped Foil Birthday Balloons Decorations", "asin": "B0DSFVJMML", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "RUBFAC 129pcs Metallic Gold Balloons Different Sizes 18 12 10 5 Inch, Latex Balloon Garland Arch Kit for Party Graduation Wedding Holiday Happy Birthday Decoration", "asin": "B09T6QFR2J", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Rose Gold Birthday Party Decorations, Happy Birthday Banner, Rose Gold Fringe Curtain, Heart Star Foil Confetti Balloons, Hanging Swirls for Women Girls Birthday Princess Party", "asin": "B08MZZPR81", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "2pcs Happy Birthday Balloon Big 41\" Foil Inflated Mylar Balloons for Birthday Party Supplies Baby Shower Decorations", "asin": "B0BBZB4RPJ", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Happy Birthday Aluminum Foil Balloons (50-Pieces) Helium Floating Mylar Balloon Party Decoration Supplies - 18 Inches Round Inflatable Balloons", "asin": "B088F5G4NY", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Anagram Sonic The Hedgehog Bouquet Balloons", "asin": "B0B5JWG4QC", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "ANSOMO Sage Green Happy Birthday Party Decorations Retro Green Nude Ivory Dark Olive Kraft Paper Banner Balloons Neutral Rustic Boho Blush Safari Botanical Greenery Wild D\u00e9cor Supplies Women Adults", "asin": "B0C9HQSGN7", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "120Pcs Balloons Assorted Colors,12 Inch Latex Party Balloons for Birthday Party, Light Multi Color Balloons Rainbow Balloons for Wedding Baby Shower Supplies.(Assorted)", "asin": "B0BX38JXP3", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Blue Silver Balloons Set, 12 Inch Blue and Silver Balloons Dark Blue Party Balloons Metallic Blue Silver Latex Balloons Baby Blue Confetti Balloon for Birthday Graduations Baby Shower", "asin": "B0CPFJVGBC", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Anagram 27\" Happy Birthday Painted Flowers Foil Balloon, Multicolor", "asin": "B085F2DVL6", "price": "$8.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration", "asin": "B07W9K1R2K", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Retro Dusty Pink Sage Green Metallic Gold Latex Balloons, 35pcs Set - Olive Green Pink White Gold Confetti for Girls Jungle Birthday Baby Shower Wedding Party Decoration", "asin": "B0C9JVFQ9R", "price": "$8.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "100 PCS Balloons, 12 Inch Assorted Colors Balloon & 10 Kinds of Color Balloons, Latex Baloons Bulk for Birthday, Baby Shower, Wedding, Family Party.", "asin": "B0CTMPNLJM", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Thickened balloons, 120 PCS Balloons Assorted Colors, Latex Balloons for Kid's Birthday Party, Exquisite Rainbow Balloon, 12 Inches 12 Kinds of Rianbow Colorful Party Balloons Decorations.", "asin": "B087N6J7RY", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "KatchOn, Gold Happy Birthday Balloon Set - 23 Inch, Big, Pack of 5 \| Happy Birthday Mylar Balloons, Golden Birthday Balloons \| Gold Star Balloons, Gold Foil Balloons \| Black And Gold Party Decorations", "asin": "B0BR82GVFZ", "price": "$7.95", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "INPHER Birthday Cards Fireworks Pop Up Cake Light and Music Happy Birthday Gifts Decorations for Women, Men, Mom, Grandma", "asin": "B0BXT1PNSQ", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "110pcs Black Balloon 12 inch, Black Latex Balloons for Birthday Party Baby Shower Wedding(with 2 Ribbons).", "asin": "B0BZHHVYY9", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Hallmark Paper Wonder Musical Pop Up Birthday Card (Mylar Balloon Explosion, Plays Happy Birthday)", "asin": "B09ND3YZJQ", "price": "$9.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:22:46.102Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:22:46.102Z\",\"action\": \"click_product\",\"acion_argument\": \"B0CHS3HWQF\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:22:46.102Z\",\"action\": \"click_product\",\"acion_argument\": \"B0CHS3HWQF\",}</answer>", "index": 1353, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\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\"search_term\": [{\"term\": \"balloon birthday\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"xo, Fetti Pink Birthday Balloon Set - 24 pk, 12\\\" \| Bachelorette Party Decorations, Bridal Shower, Birthday Party, Pastel Baby Shower, Engagement\", \"asin\": \"B09XTCL1TJ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Prextex 600 Party Balloons, 12 Inch - 10 Balloons Assorted Colors Rainbow - Balloons Bulk Pack of Strong Latex Balloons for Party Decorations, Birthday Parties Supplies or Arch Decor - Helium Quality\", \"asin\": \"B07KWGR7PP\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Colorful Party Balloons 100pcs 12inch Chrome Metallic Helium Balloons for Birthday Party Decoration and Arch Decoration Wedding Birthday Baby Shower Christmas Party\", \"asin\": \"B08FTLNBZ1\", \"price\": \"$9.98\", \"quantity\": \"\"},\n{\"title\": \"Metal Happy Birthday Balloons Colorful Metallic Decorative Balloons Birthday Party Decor Room Decor House Decor For Wedding Birthday Anniversary Graduation Party Decorations Supplies\", \"asin\": \"B0D3D5BTGS\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Rose Gold Mylar Cursive Foil Birthday Balloons Banner, Rose Gold Party Decorations for Men, Women\", \"asin\": \"B0CKRTR52M\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Number 40 Birthday Balloons, 40 Inch Large Light Gold Foil Number 4 and 0 Balloons for Women, 40th Birthday Balloons for 40 Year Old Birthday Anniversary Party Decorations Supplies\", \"asin\": \"B0C7Z4BXP9\", \"price\": \"$7.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Mr. Pen- Balloons, 12 Inch, 54 Pack, Pastel Colors, Party Balloons.\\\" Rated 4.6 out of 5 stars by 1361 reviews. Eligible for Prime.\", \"asin\": \"B0C182FRRD\"},\n{\"title\": \"Go to detail page for \\\"Mr. Pen- Balloons, 12 Inch, 54 Pack, Vibrant Colors, Party Balloons.\\\" Rated 4.6 out of 5 stars by 1361 reviews. Eligible for Prime.\", \"asin\": \"B09JKN6ZSC\"},\n{\"title\": \"Go to detail page for \\\"Mr. Pen- Metallic Balloons, 12 Inch, 54 Pack, 9 Colors, Balloons for Birthday Party.\\\" Rated 4.6 out of 5 stars by 1361 reviews. Eligible for Prime.\", \"asin\": \"B0C2XV58H4\"}],\n\"search_results\": [{\"title\": \"Smlpuame 40 inch Number Balloon 0-9 Gold Large Number 2 Balloons,Digital Balloons for Birthday Party Celebration Decorations Supplies, Helium Foil Number Balloons for Wedding Anniversary\", \"asin\": \"B0B1T9ZZ84\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Colorful Party Balloons 100pcs 12inch Chrome Metallic Helium Balloons for Birthday Party Decoration and Arch Decoration Wedding Birthday Baby Shower Christmas Party\", \"asin\": \"B08FTLNBZ1\", \"price\": \"$9.98\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"40 Inch Gold 14 Number Balloons Giant 14 or 41 Balloons Gold Birthday 14 Balloons 14th Birthday Anniversary Party Decorations\", \"asin\": \"B09TPGQR54\", \"price\": \"$6.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Black\", \"asin\": \"B0BTPLGPZ6\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"RUBFAC 120 Balloons Assorted Color 12 Inches Rainbow Latex Balloons, 12 Bright Color Party Balloons for Birthday Baby Shower Wedding Party Supplies Arch Garland\", \"asin\": \"B07WGXTKGY\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 65 Pcs 12 Inches Sage Green Gold Confetti Balloons Kit, Green Gold Sand White Party Balloons with Ribbons for Tiana Birthday, Wedding, Baby Shower, Graduation, Eucalyptus Party Decorations\", \"asin\": \"B0BZ3M6SNB\", \"price\": \"$6.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"Gold Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters, Inflatable Party Decor and Birthday Decorations for Women, Men, Boys & Girls Kids and Adults, Reusable, Party Supplies\", \"asin\": \"B07GXQ4ZV2\", \"price\": \"$6.87\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Mr. Pen- Balloons, 12 Inch, 54 Pack, Vibrant Colors, Party Balloons\", \"asin\": \"B09JKN6ZSC\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration\", \"asin\": \"B083QVS7VB\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Colorful Party Balloons 100pcs 12inch Chrome Metallic Helium Balloons for Birthday Party Decoration and Arch Decoration Wedding Birthday Baby Shower Christmas Party\", \"asin\": \"B08FTLNBZ1\", \"price\": \"$9.98\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"20 Pcs Silver Square Foil Balloon Metallic Silver Chrome Flat Party Balloon Garland Kit for Disco Birthday Party Graduation Baby Shower Wedding Engagement Holiday Balloon Decorations\", \"asin\": \"B0D72738W8\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"LEGO Minecraft The Ghast Balloon Village Attack- Toy Building Set for Kids, Girls and Boys Ages 10+ - Includes Steve, Natalie, and Dawn Minifigures - Birthday Gift Idea - 21273\", \"asin\": \"B0DJ1B3W5D\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"TONIFUL 40 Inch Large Black R Letter Balloons Jumbo Helium Balloons,Foil Mylar Big Alphabet Balloons for Birthday Party Anniversary Supplies Decorations\", \"asin\": \"B09Q5D1XK3\", \"price\": \"$5.68\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"JOYIN 150 Pcs White Balloons, Different Sizes 18 12 10 5 Inch White Latex Balloon Arch Kit with Instruction for Birthday Decoration Party Graduation Wedding Holiday\", \"asin\": \"B0DNJP79N3\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations\", \"asin\": \"B086WTYTG8\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Gold Happy Birthday Banner Balloon Aluminum Foil 16 Inch Letter,10 Inch Five Pointed Star Four Pointed Star Suitable for Kids, Men, Women, Boys and Girls Party Decoration Supplies\", \"asin\": \"B0CZSRW9GN\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \\\"Happy Birthday\\\" Printed for Kids Birthday Party Decoration\", \"asin\": \"B0892H3TXG\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies\", \"asin\": \"B0BJZRS4KR\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Pooqla 4 FT Marquee Light Up Letters, Marquee Letter Lights 4 Feet Tall, Giant Mosaic Letter Sign for Balloons Birthday Party Anniversary Wedding Decorations, Big Warm White A\", \"asin\": \"B0D6K3N2ZG\", \"price\": \"$25.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Red Blue Yellow Green Balloon Garland Arch Kit, Mushroom Star Foil Balloons Color Carnival Circus Balloons for Mario Birthday Carnival Circus Party Decorations\", \"asin\": \"B0D258NQRK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"50 Pieces Happy Birthday Party Aluminum Foil Balloons 18\\\" Foil Mylar Helium Balloon Round Inflatable Balloons for Birthday Parties Baby Shower Decorations Supplies\", \"asin\": \"B09PYZZPLJ\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Blue Balloon Metallic Blue Balloons, 60Pcs 12Inch Chrome Blue Balloons Kit Macaron Baby Pearl Navy Blue Latex Balloons for Birthday Wedding Baby Shower Party Decoration\", \"asin\": \"B0CGM15P4L\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Zesliwy Black Gold Confetti Balloons 50 pack - 12 Inch Gold White and Black Confetti Balloons with Ribbons for Graduation Birthday Wedding Party Decorations\\u2026\", \"asin\": \"B08GJ9GLHH\", \"price\": \"$9.89\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Pink Balloons Metallic Pink Balloon, 50Pcs 12Inch Hot Pink Chrome Pink Latex Balloons Baby Pink Balloons and Dark Magenta Pink Balloons for Birthday Baby Shower Princess Party Decorations\", \"asin\": \"B0CMZL1N52\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"KALOR Silver Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B07PQ3MRVV\", \"price\": \"$6.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"50pcs 12inch Happy Birthday Balloons for Men&Women, Assorted Balloons for Party, Beautiful Flowers Printed Decoration (Birthday)\", \"asin\": \"B07DPVMXQZ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Bezente Assorted Rainbow Latex Balloons, 100 Pack 12 inch Round Helium Bright Color Balloons for Birthday Baby Shower Wedding Party Decorations\", \"asin\": \"B0BZCHMVTK\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Black\", \"asin\": \"B0BTPLGPZ6\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Number 5 Balloon 40 Inch for 5th Birthday Decorations, 15 25 35 50 Mylar Big Navy Blue Foil Number Balloons for Wedding Anniversary Party Decor\", \"asin\": \"B0C2CJM1B8\", \"price\": \"$3.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Toyland\\u00ae Pack Of 2-32 Inch Bluey Balloons - 1 x Bluey & 1 x Bingo Shaped Character Balloons\", \"asin\": \"B0BY2Y2872\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Balloon Big 39\\\" Foil Inflated Mylar Balloons Large Self-inflating Happy Bday Delivery Ballon Party Decoration Inflatable Ballons Supplies YAY\", \"asin\": \"B09XM8VLKD\", \"price\": \"$6.68\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Birthday Decoration Set Colorful Happy Birthday Banner Balloon,Star and Circle Mylar Foil Balloon for Girls Boys Kids & Adults Birthday Decorations and Party Supplies 5PCS\", \"asin\": \"B0C6M1S5GT\", \"price\": \"$6.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"PartyWoo Metallic Gold Balloons 50 pcs 12 Inch Chrome Gold Balloons for Graduation Baby Shower Gender Reveal Christmas Wedding New Year Anniversaries Birthday Party Decorations Gold-G101\", \"asin\": \"B0991XM8YL\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Gold 2 Balloon, Number Balloon 40 Inch, Two Balloon Number Birthday Decorations, Second 2nd Birthday Party Supplies, Number 2 Balloon\", \"asin\": \"B0CJY3T7S7\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"pink birthday decorations for women \\uff0chappy birthday party decorations for girls\\uff0cpink Fringe Curtain\\uff0chappy birthday banner\\uff0chappy birthday balloons\\uff0chappy birthday balloon letters\", \"asin\": \"B0C417RSN7\", \"price\": \"$21.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Balloon Garland Kit, Nude Pastel Pink Metallic Gold Matte White Balloons Gold and Rose Gold Confetti Balloons for Wedding Bridal Shower Princess Party Girl Birthday Baby Shower Decorations\", \"asin\": \"B0CGQZ87LZ\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Pink and Purple Balloons, 50PCS 12 Inch Purple Pink Confetti Balloons, Metallic Purple Pink Latex Balloons with Ribbon, Party Balloons for Girls Birthday Baby Shower Wedding Party Decorations\", \"asin\": \"B0C9PMB3WY\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Party Balloon Birthday Balloons Sprinkles Confetti Balloon Pack - Ice Cream Sprinkle Balloons.(24PCS)\", \"asin\": \"B07XXSZGPT\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 36 Punch Balloons Punching Balloon Heavy Duty Party Favors For Kids, Bouncy Balls with Rubber Band Handle for Birthday Party, Goodie Bag, Stocking Stuffers for Kids\", \"asin\": \"B07SPC37YZ\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"TONIFUL Black Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Halloween Party Supplies\", \"asin\": \"B086C8V9HM\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Party Balloons Foil \\u2013 38in 18in Large Mylar Helium Round Champagne Bottle and Champagne Glass Shaped Foil Birthday Balloons Decorations\", \"asin\": \"B0DSFVJMML\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 129pcs Metallic Gold Balloons Different Sizes 18 12 10 5 Inch, Latex Balloon Garland Arch Kit for Party Graduation Wedding Holiday Happy Birthday Decoration\", \"asin\": \"B09T6QFR2J\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Birthday Party Decorations, Happy Birthday Banner, Rose Gold Fringe Curtain, Heart Star Foil Confetti Balloons, Hanging Swirls for Women Girls Birthday Princess Party\", \"asin\": \"B08MZZPR81\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"2pcs Happy Birthday Balloon Big 41\\\" Foil Inflated Mylar Balloons for Birthday Party Supplies Baby Shower Decorations\", \"asin\": \"B0BBZB4RPJ\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Aluminum Foil Balloons (50-Pieces) Helium Floating Mylar Balloon Party Decoration Supplies - 18 Inches Round Inflatable Balloons\", \"asin\": \"B088F5G4NY\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Anagram Sonic The Hedgehog Bouquet Balloons\", \"asin\": \"B0B5JWG4QC\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"ANSOMO Sage Green Happy Birthday Party Decorations Retro Green Nude Ivory Dark Olive Kraft Paper Banner Balloons Neutral Rustic Boho Blush Safari Botanical Greenery Wild D\\u00e9cor Supplies Women Adults\", \"asin\": \"B0C9HQSGN7\", \"price\": \"$13.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"120Pcs Balloons Assorted Colors,12 Inch Latex Party Balloons for Birthday Party, Light Multi Color Balloons Rainbow Balloons for Wedding Baby Shower Supplies.(Assorted)\", \"asin\": \"B0BX38JXP3\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Blue Silver Balloons Set, 12 Inch Blue and Silver Balloons Dark Blue Party Balloons Metallic Blue Silver Latex Balloons Baby Blue Confetti Balloon for Birthday Graduations Baby Shower\", \"asin\": \"B0CPFJVGBC\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Anagram 27\\\" Happy Birthday Painted Flowers Foil Balloon, Multicolor\", \"asin\": \"B085F2DVL6\", \"price\": \"$8.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration\", \"asin\": \"B07W9K1R2K\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Retro Dusty Pink Sage Green Metallic Gold Latex Balloons, 35pcs Set - Olive Green Pink White Gold Confetti for Girls Jungle Birthday Baby Shower Wedding Party Decoration\", \"asin\": \"B0C9JVFQ9R\", \"price\": \"$8.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"100 PCS Balloons, 12 Inch Assorted Colors Balloon & 10 Kinds of Color Balloons, Latex Baloons Bulk for Birthday, Baby Shower, Wedding, Family Party.\", \"asin\": \"B0CTMPNLJM\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Thickened balloons, 120 PCS Balloons Assorted Colors, Latex Balloons for Kid's Birthday Party, Exquisite Rainbow Balloon, 12 Inches 12 Kinds of Rianbow Colorful Party Balloons Decorations.\", \"asin\": \"B087N6J7RY\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"KatchOn, Gold Happy Birthday Balloon Set - 23 Inch, Big, Pack of 5 \| Happy Birthday Mylar Balloons, Golden Birthday Balloons \| Gold Star Balloons, Gold Foil Balloons \| Black And Gold Party Decorations\", \"asin\": \"B0BR82GVFZ\", \"price\": \"$7.95\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"INPHER Birthday Cards Fireworks Pop Up Cake Light and Music Happy Birthday Gifts Decorations for Women, Men, Mom, Grandma\", \"asin\": \"B0BXT1PNSQ\", \"price\": \"$13.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"110pcs Black Balloon 12 inch, Black Latex Balloons for Birthday Party Baby Shower Wedding(with 2 Ribbons).\", \"asin\": \"B0BZHHVYY9\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Hallmark Paper Wonder Musical Pop Up Birthday Card (Mylar Balloon Explosion, Plays Happy Birthday)\", \"asin\": \"B09ND3YZJQ\", \"price\": \"$9.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:22:46.102Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\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\"search_term\": [{\"term\": \"balloon birthday\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0CHS3HWQF\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies\"},\n{\"price\": \"$8.49\"},\n{\"bullet_list\": \"\\ud83d\\udc96 Happy Birthday Balloon Banner Set: You will get cream 16 inch ''HAPPY BIRTHDAY'' banners self inflating letters balloons (13pcs), 1pcs straw and 1pcs ribbon. Ivory birthday foil balloons which adds joys to your kids's or friends' birthday party. \\ud83d\\udc96 High Quality & Safe Material: These sand white letter balloons are made of high-quality aluminum foil, reusable, safe, non-toxic, odorless, brightly colored, can last a long time. when matched with the lights, it will instantly make your party gorgeous and keep people's memories fresh. \\ud83d\\udc96 Easy to Inflating & Deflating: Simply insert the straw or use the handheld pump into the plastic valve at the bottom of the letter and slowly blow to inflate. When the letter balloon is sufficiently inflated, pull out the straw and pinch tight the self sealing plastic valve. Only take a couple of minutes to complete. \\ud83d\\udc96 Wide Applications: Cream ''HAPPY BIRTHDAY'' foil letter balloon banner is perfect for girls women birthday party, and hang the lovely birthday balloon bunting banner in the kitchen, living room, or other outdoor places, as a backdrop or photo props. You can try combining with other colorful balloons decorations to create different themed birthday parties. \\ud83d\\udc96 Warm Tips: If you have any questions with balloons, you can contact us anytime. Have to be aware of is aluminum film balloons have no elasticity, and it is recommended to inflate 90% of the air. When filled with air, it stays full for up to 72 hours, when filled with helium for about 3-6 days.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Cream\"}],\n\"promotion_items\": [{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Black Mylar Cursive Foil Birthday Balloons Banner, Black Party Decorations for Men, Women\", \"asin\": \"B0CKRSZP5F\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"40 Inch Beige Number Balloon 2, Large Cream Number Foil Mylar Balloons for Birthday...\", \"asin\": \"B0D1KG7VRD\", \"price\": \"$4.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner, Cream Happy Birthday Foil Balloons 16 Inch Mylar Foil Letter Balloons with 8 Pcs Cream Caramel Brown Star Balloons for Women Men Boys Girls Birthday Party Decorations\", \"asin\": \"B0CWS1S7PN\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Brown Heart Balloons, 12Pcs Brown Apricot Foil Balloons, Beige Coffee Foil He...\", \"asin\": \"B0DK3PW3QW\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Silver Happy Birthday Balloons Banner \| Script/Cursive Gold Letter Balloon Sign For Birthday Party Decor/Decoration \| Foil Mylar Happy Birthday Banner\", \"asin\": \"B08D9SXXLC\", \"price\": \"$12.95\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner Beige,16 Inch Cream White Mylar Foil Letters Birthda...\", \"asin\": \"B0CRTRPW6M\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold Beige Neutral Balloons, 50pcs 12 inch Neutral Balloons Blush Gold Beige ...\", \"asin\": \"B0BDZRJZ7Q\", \"price\": \"$7.98\", \"quantity\": \"\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Red Mylar Cursive Foil Birthday Balloons Banner, Red Party Decorations for Men, Women\", \"asin\": \"B0CKRM8VPC\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B087FBZXYG\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"21st Birthday Decorations for Her, Beige Gold White Birthday Balloons Happy 21st Ba...\", \"asin\": \"B0DYP98NNP\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Cake Foil Standing Balloons 60 Inch,Gaint Three-Tier Matte Caramel Cream Large Happy Birthday Mylar Balloon for Girls Women Boys Kids Baby Shower Birthday Party Decorations Supplies\", \"asin\": \"B0D9D7CG21\", \"price\": \"$9.89\", \"quantity\": \"\"},\n{\"title\": \"40 Inch Beige Number Balloon 2, Large Cream Number Foil Mylar Balloons for Birthday...\", \"asin\": \"B0D1KG7VRD\", \"price\": \"$4.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner, Cream Happy Birthday Foil Balloons 16 Inch Mylar Foil Letter Balloons with 8 Pcs Cream Caramel Brown Star Balloons for Women Men Boys Girls Birthday Party Decorations\", \"asin\": \"B0CWS1S7PN\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Brown Heart Balloons, 12Pcs Brown Apricot Foil Balloons, Beige Coffee Foil He...\", \"asin\": \"B0DK3PW3QW\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"40 Inch Cream White 2 Balloon Numbers, Large Number 2 Balloon Foil Helium Number Balloons, Big 2 Mylar Birthday Balloons for Boys Girls 2nd Birthday Party Decorations Anniversary Party Supplies\", \"asin\": \"B0CQCMCTFG\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"3 Pcs Bow Big Balloon Macaron White Bow Theme Birthday Party Baby Shower Girl Party Decoration Suppli\", \"asin\": \"B0D3LP4499\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold Beige Neutral Balloons, 50pcs 12 inch Neutral Balloons Blush Gold Beige Latex Balloons for Birthday Wedding Baby Shower Bride Party Decoration\", \"asin\": \"B0BDZRJZ7Q\", \"price\": \"$7.98\", \"quantity\": \"\"},\n{\"title\": \"Bezente White Sand Latex Party Balloons - 100 Pack 12 inch Round Helium Sand White Balloons for Birthday Wedding Baby Shower Gender Reveal Party Decoration\", \"asin\": \"B0C993JYQD\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Cream 2 Balloons, 40 Inch Giant Helium Foil Number 0-9 Beige 2th Birthday Balloon for Boys Girls, Self Inflating White Sand Digit 2 Balloons for Women Men Anniversary Party Decorations Supplies\", \"asin\": \"B0BJZMT96Y\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Heart Balloons, 10PCS Cream White Foil Heart Shape Balloons, 18inch Beige Foil Valentine Balloons for Helium Nude Neutral Love Balloon for Valentines Day, White Wedding, Brithday Decorations\", \"asin\": \"B0BXD35MPC\", \"price\": \"$9.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:22:55.635Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:22:55.635Z	click_product	B0CWS1S7PN	rule	train	1,354	2025-04-05T20:22:55.635Z	click_product	B0CWS1S7PN	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} <\|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": "balloon birthday"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "product_details": [{"asin": "B0CHS3HWQF"}, {"title": "Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies"}, {"price": "$8.49"}, {"bullet_list": "\ud83d\udc96 Happy Birthday Balloon Banner Set: You will get cream 16 inch ''HAPPY BIRTHDAY'' banners self inflating letters balloons (13pcs), 1pcs straw and 1pcs ribbon. Ivory birthday foil balloons which adds joys to your kids's or friends' birthday party. \ud83d\udc96 High Quality & Safe Material: These sand white letter balloons are made of high-quality aluminum foil, reusable, safe, non-toxic, odorless, brightly colored, can last a long time. when matched with the lights, it will instantly make your party gorgeous and keep people's memories fresh. \ud83d\udc96 Easy to Inflating & Deflating: Simply insert the straw or use the handheld pump into the plastic valve at the bottom of the letter and slowly blow to inflate. When the letter balloon is sufficiently inflated, pull out the straw and pinch tight the self sealing plastic valve. Only take a couple of minutes to complete. \ud83d\udc96 Wide Applications: Cream ''HAPPY BIRTHDAY'' foil letter balloon banner is perfect for girls women birthday party, and hang the lovely birthday balloon bunting banner in the kitchen, living room, or other outdoor places, as a backdrop or photo props. You can try combining with other colorful balloons decorations to create different themed birthday parties. \ud83d\udc96 Warm Tips: If you have any questions with balloons, you can contact us anytime. Have to be aware of is aluminum film balloons have no elasticity, and it is recommended to inflate 90% of the air. When filled with air, it stays full for up to 72 hours, when filled with helium for about 3-6 days."}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Cream"}], "promotion_items": [{"title": "HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Black Mylar Cursive Foil Birthday Balloons Banner, Black Party Decorations for Men, Women", "asin": "B0CKRSZP5F", "price": "$6.99", "quantity": ""}, {"title": "40 Inch Beige Number Balloon 2, Large Cream Number Foil Mylar Balloons for Birthday...", "asin": "B0D1KG7VRD", "price": "$4.99", "quantity": ""}, {"title": "Happy Birthday Balloons Banner, Cream Happy Birthday Foil Balloons 16 Inch Mylar Foil Letter Balloons with 8 Pcs Cream Caramel Brown Star Balloons for Women Men Boys Girls Birthday Party Decorations", "asin": "B0CWS1S7PN", "price": "$8.99", "quantity": ""}, {"title": "Cream Brown Heart Balloons, 12Pcs Brown Apricot Foil Balloons, Beige Coffee Foil He...", "asin": "B0DK3PW3QW", "price": "$8.99", "quantity": ""}, {"title": "Silver Happy Birthday Balloons Banner \| Script/Cursive Gold Letter Balloon Sign For Birthday Party Decor/Decoration \| Foil Mylar Happy Birthday Banner", "asin": "B08D9SXXLC", "price": "$12.95", "quantity": ""}, {"title": "Happy Birthday Balloons Banner Beige,16 Inch Cream White Mylar Foil Letters Birthda...", "asin": "B0CRTRPW6M", "price": "$7.99", "quantity": ""}, {"title": "Blush Gold Beige Neutral Balloons, 50pcs 12 inch Neutral Balloons Blush Gold Beige ...", "asin": "B0BDZRJZ7Q", "price": "$7.98", "quantity": ""}, {"title": "HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Red Mylar Cursive Foil Birthday Balloons Banner, Red Party Decorations for Men, Women", "asin": "B0CKRM8VPC", "price": "$6.99", "quantity": ""}, {"title": "BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies", "asin": "B087FBZXYG", "price": "$8.99", "quantity": ""}, {"title": "21st Birthday Decorations for Her, Beige Gold White Birthday Balloons Happy 21st Ba...", "asin": "B0DYP98NNP", "price": "$12.99", "quantity": ""}, {"title": "Happy Birthday Cake Foil Standing Balloons 60 Inch,Gaint Three-Tier Matte Caramel Cream Large Happy Birthday Mylar Balloon for Girls Women Boys Kids Baby Shower Birthday Party Decorations Supplies", "asin": "B0D9D7CG21", "price": "$9.89", "quantity": ""}, {"title": "40 Inch Beige Number Balloon 2, Large Cream Number Foil Mylar Balloons for Birthday...", "asin": "B0D1KG7VRD", "price": "$4.99", "quantity": ""}, {"title": "Happy Birthday Balloons Banner, Cream Happy Birthday Foil Balloons 16 Inch Mylar Foil Letter Balloons with 8 Pcs Cream Caramel Brown Star Balloons for Women Men Boys Girls Birthday Party Decorations", "asin": "B0CWS1S7PN", "price": "$8.99", "quantity": ""}, {"title": "Cream Brown Heart Balloons, 12Pcs Brown Apricot Foil Balloons, Beige Coffee Foil He...", "asin": "B0DK3PW3QW", "price": "$8.99", "quantity": ""}, {"title": "40 Inch Cream White 2 Balloon Numbers, Large Number 2 Balloon Foil Helium Number Balloons, Big 2 Mylar Birthday Balloons for Boys Girls 2nd Birthday Party Decorations Anniversary Party Supplies", "asin": "B0CQCMCTFG", "price": "$5.99", "quantity": ""}, {"title": "3 Pcs Bow Big Balloon Macaron White Bow Theme Birthday Party Baby Shower Girl Party Decoration Suppli", "asin": "B0D3LP4499", "price": "$6.99", "quantity": ""}, {"title": "Blush Gold Beige Neutral Balloons, 50pcs 12 inch Neutral Balloons Blush Gold Beige Latex Balloons for Birthday Wedding Baby Shower Bride Party Decoration", "asin": "B0BDZRJZ7Q", "price": "$7.98", "quantity": ""}, {"title": "Bezente White Sand Latex Party Balloons - 100 Pack 12 inch Round Helium Sand White Balloons for Birthday Wedding Baby Shower Gender Reveal Party Decoration", "asin": "B0C993JYQD", "price": "$8.99", "quantity": ""}, {"title": "Cream 2 Balloons, 40 Inch Giant Helium Foil Number 0-9 Beige 2th Birthday Balloon for Boys Girls, Self Inflating White Sand Digit 2 Balloons for Women Men Anniversary Party Decorations Supplies", "asin": "B0BJZMT96Y", "price": "$5.99", "quantity": ""}, {"title": "Cream Heart Balloons, 10PCS Cream White Foil Heart Shape Balloons, 18inch Beige Foil Valentine Balloons for Helium Nude Neutral Love Balloon for Valentines Day, White Wedding, Brithday Decorations", "asin": "B0BXD35MPC", "price": "$9.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:22:55.635Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:22:55.635Z\",\"action\": \"click_product\",\"acion_argument\": \"B0CWS1S7PN\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:22:55.635Z\",\"action\": \"click_product\",\"acion_argument\": \"B0CWS1S7PN\",}</answer>", "index": 1354, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\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\"search_term\": [{\"term\": \"balloon birthday\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0CHS3HWQF\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies\"},\n{\"price\": \"$8.49\"},\n{\"bullet_list\": \"\\ud83d\\udc96 Happy Birthday Balloon Banner Set: You will get cream 16 inch ''HAPPY BIRTHDAY'' banners self inflating letters balloons (13pcs), 1pcs straw and 1pcs ribbon. Ivory birthday foil balloons which adds joys to your kids's or friends' birthday party. \\ud83d\\udc96 High Quality & Safe Material: These sand white letter balloons are made of high-quality aluminum foil, reusable, safe, non-toxic, odorless, brightly colored, can last a long time. when matched with the lights, it will instantly make your party gorgeous and keep people's memories fresh. \\ud83d\\udc96 Easy to Inflating & Deflating: Simply insert the straw or use the handheld pump into the plastic valve at the bottom of the letter and slowly blow to inflate. When the letter balloon is sufficiently inflated, pull out the straw and pinch tight the self sealing plastic valve. Only take a couple of minutes to complete. \\ud83d\\udc96 Wide Applications: Cream ''HAPPY BIRTHDAY'' foil letter balloon banner is perfect for girls women birthday party, and hang the lovely birthday balloon bunting banner in the kitchen, living room, or other outdoor places, as a backdrop or photo props. You can try combining with other colorful balloons decorations to create different themed birthday parties. \\ud83d\\udc96 Warm Tips: If you have any questions with balloons, you can contact us anytime. Have to be aware of is aluminum film balloons have no elasticity, and it is recommended to inflate 90% of the air. When filled with air, it stays full for up to 72 hours, when filled with helium for about 3-6 days.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Cream\"}],\n\"promotion_items\": [{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Black Mylar Cursive Foil Birthday Balloons Banner, Black Party Decorations for Men, Women\", \"asin\": \"B0CKRSZP5F\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"40 Inch Beige Number Balloon 2, Large Cream Number Foil Mylar Balloons for Birthday...\", \"asin\": \"B0D1KG7VRD\", \"price\": \"$4.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner, Cream Happy Birthday Foil Balloons 16 Inch Mylar Foil Letter Balloons with 8 Pcs Cream Caramel Brown Star Balloons for Women Men Boys Girls Birthday Party Decorations\", \"asin\": \"B0CWS1S7PN\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Brown Heart Balloons, 12Pcs Brown Apricot Foil Balloons, Beige Coffee Foil He...\", \"asin\": \"B0DK3PW3QW\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Silver Happy Birthday Balloons Banner \| Script/Cursive Gold Letter Balloon Sign For Birthday Party Decor/Decoration \| Foil Mylar Happy Birthday Banner\", \"asin\": \"B08D9SXXLC\", \"price\": \"$12.95\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner Beige,16 Inch Cream White Mylar Foil Letters Birthda...\", \"asin\": \"B0CRTRPW6M\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold Beige Neutral Balloons, 50pcs 12 inch Neutral Balloons Blush Gold Beige ...\", \"asin\": \"B0BDZRJZ7Q\", \"price\": \"$7.98\", \"quantity\": \"\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Red Mylar Cursive Foil Birthday Balloons Banner, Red Party Decorations for Men, Women\", \"asin\": \"B0CKRM8VPC\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"BEISHIDA Silver Happy Birthday Balloon Banner 16 Inch Foil Mylar Birthday Letter Balloon Sign Hand Write Happy Birthday Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B087FBZXYG\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"21st Birthday Decorations for Her, Beige Gold White Birthday Balloons Happy 21st Ba...\", \"asin\": \"B0DYP98NNP\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Cake Foil Standing Balloons 60 Inch,Gaint Three-Tier Matte Caramel Cream Large Happy Birthday Mylar Balloon for Girls Women Boys Kids Baby Shower Birthday Party Decorations Supplies\", \"asin\": \"B0D9D7CG21\", \"price\": \"$9.89\", \"quantity\": \"\"},\n{\"title\": \"40 Inch Beige Number Balloon 2, Large Cream Number Foil Mylar Balloons for Birthday...\", \"asin\": \"B0D1KG7VRD\", \"price\": \"$4.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner, Cream Happy Birthday Foil Balloons 16 Inch Mylar Foil Letter Balloons with 8 Pcs Cream Caramel Brown Star Balloons for Women Men Boys Girls Birthday Party Decorations\", \"asin\": \"B0CWS1S7PN\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Brown Heart Balloons, 12Pcs Brown Apricot Foil Balloons, Beige Coffee Foil He...\", \"asin\": \"B0DK3PW3QW\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"40 Inch Cream White 2 Balloon Numbers, Large Number 2 Balloon Foil Helium Number Balloons, Big 2 Mylar Birthday Balloons for Boys Girls 2nd Birthday Party Decorations Anniversary Party Supplies\", \"asin\": \"B0CQCMCTFG\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"3 Pcs Bow Big Balloon Macaron White Bow Theme Birthday Party Baby Shower Girl Party Decoration Suppli\", \"asin\": \"B0D3LP4499\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold Beige Neutral Balloons, 50pcs 12 inch Neutral Balloons Blush Gold Beige Latex Balloons for Birthday Wedding Baby Shower Bride Party Decoration\", \"asin\": \"B0BDZRJZ7Q\", \"price\": \"$7.98\", \"quantity\": \"\"},\n{\"title\": \"Bezente White Sand Latex Party Balloons - 100 Pack 12 inch Round Helium Sand White Balloons for Birthday Wedding Baby Shower Gender Reveal Party Decoration\", \"asin\": \"B0C993JYQD\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Cream 2 Balloons, 40 Inch Giant Helium Foil Number 0-9 Beige 2th Birthday Balloon for Boys Girls, Self Inflating White Sand Digit 2 Balloons for Women Men Anniversary Party Decorations Supplies\", \"asin\": \"B0BJZMT96Y\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Heart Balloons, 10PCS Cream White Foil Heart Shape Balloons, 18inch Beige Foil Valentine Balloons for Helium Nude Neutral Love Balloon for Valentines Day, White Wedding, Brithday Decorations\", \"asin\": \"B0BXD35MPC\", \"price\": \"$9.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:22:55.635Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\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\"search_term\": [{\"term\": \"balloon birthday\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"16 Inch Happy Birthday Balloon, White Sand Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B0CJC46TQZ\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"23pcs Birthday Balloons Banner, 3D Silver Premium Mylar Foil Ecofriendly Letter Happy Birthday Banner with 5pcs Star Balloons Kits for Kids Boys Men Adults Birthday Party Decorations\", \"asin\": \"B0BQ5N5CW7\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Beige White Gold Balloons,12 Inchs Sand White Metallic Champagne Clear Bride Balloons for Girls Wedding Anniversary Bachelorette Party Boho Bridal Shower Birthday Decorations\", \"asin\": \"B0D9J8ZWXT\", \"price\": \"$7.89\", \"quantity\": \"\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Silver Mylar Cursive Foil Birthday Balloons Banner, Silver Party Decorations for Men, Women\", \"asin\": \"B0CKRVVL4W\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloon Banner Beige, 16 Inch Neutral Tan Self Inflating Happy Birthday Foil Balloon, Nude Born Day Bunting Banner Letter Balloons for Men Women Bday Party Decorations Supplies\", \"asin\": \"B0CHRZWBY2\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"40 Inch Beige Large Numbers Balloons 3, Self Inflating Ivory White Digit 3 Helium Balloons for 3rd Girls, Cream Foil Mylar Number Balloons 0-9 for Women Birthday Party Anniversary Supplies Decorations\", \"asin\": \"B0BJZTWJKB\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"xo, Fetti Silver Sparkle Foil Birthday Balloon - 6 pc \| Bday Party Decorations, Bachelorette, Anniversary, Graduation\", \"asin\": \"B09TD2HFJB\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"AFTERLOON\\u00ae Biodegradable Balloons 24 pcs Pearlized White 12 Inch Pearl Color, Pearlescent Thickened Extra Strong Latex Helium Float, Colorful Bulk Color ballon Globos Para Decoration De Fiestas Kids\", \"asin\": \"B01LX8MPZ1\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"TONIFUL 40 Inch Silver Large Numbers Balloons 0-9, Number 1 Digital 1 Helium Balloons, Foil Mylar Big Number Balloons for Birthday Party Anniversary Supplies Decorations\", \"asin\": \"B0874SXNDL\", \"price\": \"$5.88\", \"quantity\": \"\"},\n{\"title\": \"Fulmoon Set of 3 Pre Strung Older Wiser Hotter Glitter Banner Funny Birthday Banner for Women 30th 40th 50th 60th 70th 80th Birthday Party Decorations Sign Gift(Black)\", \"asin\": \"B0CB65CWJS\", \"price\": \"$7.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Mr. Pen- Balloons, 12 Inch, 54 Pack, Pastel Colors, Party Balloons.\\\" Rated 4.6 out of 5 stars by 1361 reviews. Eligible for Prime.\", \"asin\": \"B0C182FRRD\"},\n{\"title\": \"Go to detail page for \\\"Mr. Pen- Balloons, 12 Inch, 54 Pack, Vibrant Colors, Party Balloons.\\\" Rated 4.6 out of 5 stars by 1361 reviews. Eligible for Prime.\", \"asin\": \"B09JKN6ZSC\"},\n{\"title\": \"Go to detail page for \\\"Mr. Pen- Metallic Balloons, 12 Inch, 54 Pack, 9 Colors, Balloons for Birthday Party.\\\" Rated 4.6 out of 5 stars by 1361 reviews. Eligible for Prime.\", \"asin\": \"B0C2XV58H4\"}],\n\"search_results\": [{\"title\": \"Smlpuame 40 inch Number Balloon 0-9 Gold Large Number 1 Balloons,Digital Balloons for Birthday Party Celebration Decorations Supplies, Helium Foil Number Balloons for Wedding Anniversary\", \"asin\": \"B0B1TPBS83\", \"price\": \"$3.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Colorful Party Balloons 100pcs 12inch Chrome Metallic Helium Balloons for Birthday Party Decoration and Arch Decoration Wedding Birthday Baby Shower Christmas Party\", \"asin\": \"B08FTLNBZ1\", \"price\": \"$9.98\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"40 Inch Gold 14 Number Balloons Giant 14 or 41 Balloons Gold Birthday 14 Balloons 14th Birthday Anniversary Party Decorations\", \"asin\": \"B09TPGQR54\", \"price\": \"$6.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Black\", \"asin\": \"B0BTPLGPZ6\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Gold Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters, Inflatable Party Decor and Birthday Decorations for Women, Men, Boys & Girls Kids and Adults, Reusable, Party Supplies\", \"asin\": \"B07GXQ4ZV2\", \"price\": \"$6.87\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 65 Pcs 12 Inches Sage Green Gold Confetti Balloons Kit, Green Gold Sand White Party Balloons with Ribbons for Tiana Birthday, Wedding, Baby Shower, Graduation, Eucalyptus Party Decorations\", \"asin\": \"B0BZ3M6SNB\", \"price\": \"$6.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies\", \"asin\": \"B0BJZRS4KR\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 120 Balloons Assorted Color 12 Inches Rainbow Latex Balloons, 12 Bright Color Party Balloons for Birthday Baby Shower Wedding Party Supplies Arch Garland\", \"asin\": \"B07WGXTKGY\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Mr. Pen- Balloons, 12 Inch, 54 Pack, Vibrant Colors, Party Balloons\", \"asin\": \"B09JKN6ZSC\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Gold Happy Birthday Banner Balloon Aluminum Foil 16 Inch Letter,10 Inch Five Pointed Star Four Pointed Star Suitable for Kids, Men, Women, Boys and Girls Party Decoration Supplies\", \"asin\": \"B0CZSRW9GN\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"20 Pcs Silver Square Foil Balloon Metallic Silver Chrome Flat Party Balloon Garland Kit for Disco Birthday Party Graduation Baby Shower Wedding Engagement Holiday Balloon Decorations\", \"asin\": \"B0D72738W8\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"LEGO Minecraft The Ghast Balloon Village Attack- Toy Building Set for Kids, Girls and Boys Ages 10+ - Includes Steve, Natalie, and Dawn Minifigures - Birthday Gift Idea - 21273\", \"asin\": \"B0DJ1B3W5D\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"TONIFUL 40 Inch Large Black R Letter Balloons Jumbo Helium Balloons,Foil Mylar Big Alphabet Balloons for Birthday Party Anniversary Supplies Decorations\", \"asin\": \"B09Q5D1XK3\", \"price\": \"$5.68\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"JOYIN 150 Pcs White Balloons, Different Sizes 18 12 10 5 Inch White Latex Balloon Arch Kit with Instruction for Birthday Decoration Party Graduation Wedding Holiday\", \"asin\": \"B0DNJP79N3\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations\", \"asin\": \"B086WTYTG8\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration\", \"asin\": \"B083QVS7VB\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Colorful Party Balloons 100pcs 12inch Chrome Metallic Helium Balloons for Birthday Party Decoration and Arch Decoration Wedding Birthday Baby Shower Christmas Party\", \"asin\": \"B08FTLNBZ1\", \"price\": \"$9.98\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Blue Balloon Metallic Blue Balloons, 60Pcs 12Inch Chrome Blue Balloons Kit Macaron Baby Pearl Navy Blue Latex Balloons for Birthday Wedding Baby Shower Party Decoration\", \"asin\": \"B0CGM15P4L\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Red Blue Yellow Green Balloon Garland Arch Kit, Mushroom Star Foil Balloons Color Carnival Circus Balloons for Mario Birthday Carnival Circus Party Decorations\", \"asin\": \"B0D258NQRK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"xo, Fetti Pink Birthday Balloon Set - 24 pk, 12\\\" \| Bachelorette Party Decorations, Bridal Shower, Birthday Party, Pastel Baby Shower, Engagement\", \"asin\": \"B09XTCL1TJ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \\\"Happy Birthday\\\" Printed for Kids Birthday Party Decoration\", \"asin\": \"B0892H3TXG\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Zesliwy Black Gold Confetti Balloons 50 pack - 12 Inch Gold White and Black Confetti Balloons with Ribbons for Graduation Birthday Wedding Party Decorations\\u2026\", \"asin\": \"B08GJ9GLHH\", \"price\": \"$9.89\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"PartyWoo Metallic Gold Balloons 50 pcs 12 Inch Chrome Gold Balloons for Graduation Baby Shower Gender Reveal Christmas Wedding New Year Anniversaries Birthday Party Decorations Gold-G101\", \"asin\": \"B0991XM8YL\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Number 5 Balloon 40 Inch for 5th Birthday Decorations, 15 25 35 50 Mylar Big Navy Blue Foil Number Balloons for Wedding Anniversary Party Decor\", \"asin\": \"B0C2CJM1B8\", \"price\": \"$3.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Gold 2 Balloon, Number Balloon 40 Inch, Two Balloon Number Birthday Decorations, Second 2nd Birthday Party Supplies, Number 2 Balloon\", \"asin\": \"B0CJY3T7S7\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Happy Birthday Balloons Banner, Cream Happy Birthday Foil Balloons 16 Inch Mylar Foil Letter Balloons with 8 Pcs Cream Caramel Brown Star Balloons for Women Men Boys Girls Birthday Party Decorations\", \"asin\": \"B0CWS1S7PN\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"50 Pieces Happy Birthday Party Aluminum Foil Balloons 18\\\" Foil Mylar Helium Balloon Round Inflatable Balloons for Birthday Parties Baby Shower Decorations Supplies\", \"asin\": \"B09PYZZPLJ\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Party Balloons Foil \\u2013 38in 18in Large Mylar Helium Round Champagne Bottle and Champagne Glass Shaped Foil Birthday Balloons Decorations\", \"asin\": \"B0DSFVJMML\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Bezente Assorted Rainbow Latex Balloons, 100 Pack 12 inch Round Helium Bright Color Balloons for Birthday Baby Shower Wedding Party Decorations\", \"asin\": \"B0BZCHMVTK\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Toyland\\u00ae Pack Of 2-32 Inch Bluey Balloons - 1 x Bluey & 1 x Bingo Shaped Character Balloons\", \"asin\": \"B0BY2Y2872\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"50pcs 12inch Happy Birthday Balloons for Men&Women, Assorted Balloons for Party, Beautiful Flowers Printed Decoration (Birthday)\", \"asin\": \"B07DPVMXQZ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"KALOR Silver Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B07PQ3MRVV\", \"price\": \"$6.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pink Balloons Metallic Pink Balloon, 50Pcs 12Inch Hot Pink Chrome Pink Latex Balloons Baby Pink Balloons and Dark Magenta Pink Balloons for Birthday Baby Shower Princess Party Decorations\", \"asin\": \"B0CMZL1N52\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Black\", \"asin\": \"B0BTPLGPZ6\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 129pcs Metallic Gold Balloons Different Sizes 18 12 10 5 Inch, Latex Balloon Garland Arch Kit for Party Graduation Wedding Holiday Happy Birthday Decoration\", \"asin\": \"B09T6QFR2J\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Balloon Big 39\\\" Foil Inflated Mylar Balloons Large Self-inflating Happy Bday Delivery Ballon Party Decoration Inflatable Ballons Supplies YAY\", \"asin\": \"B09XM8VLKD\", \"price\": \"$6.68\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Birthday Decoration Set Colorful Happy Birthday Banner Balloon,Star and Circle Mylar Foil Balloon for Girls Boys Kids & Adults Birthday Decorations and Party Supplies 5PCS\", \"asin\": \"B0C6M1S5GT\", \"price\": \"$6.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Party Balloon Birthday Balloons Sprinkles Confetti Balloon Pack - Ice Cream Sprinkle Balloons.(24PCS)\", \"asin\": \"B07XXSZGPT\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Balloon Garland Kit, Nude Pastel Pink Metallic Gold Matte White Balloons Gold and Rose Gold Confetti Balloons for Wedding Bridal Shower Princess Party Girl Birthday Baby Shower Decorations\", \"asin\": \"B0CGQZ87LZ\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 36 Punch Balloons Punching Balloon Heavy Duty Party Favors For Kids, Bouncy Balls with Rubber Band Handle for Birthday Party, Goodie Bag, Stocking Stuffers for Kids\", \"asin\": \"B07SPC37YZ\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"TONIFUL Black Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Halloween Party Supplies\", \"asin\": \"B086C8V9HM\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"ANSOMO Sage Green Happy Birthday Party Decorations Retro Green Nude Ivory Dark Olive Kraft Paper Banner Balloons Neutral Rustic Boho Blush Safari Botanical Greenery Wild D\\u00e9cor Supplies Women Adults\", \"asin\": \"B0C9HQSGN7\", \"price\": \"$13.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"pink birthday decorations for women \\uff0chappy birthday party decorations for girls\\uff0cpink Fringe Curtain\\uff0chappy birthday banner\\uff0chappy birthday balloons\\uff0chappy birthday balloon letters\", \"asin\": \"B0C417RSN7\", \"price\": \"$21.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Pink and Purple Balloons, 50PCS 12 Inch Purple Pink Confetti Balloons, Metallic Purple Pink Latex Balloons with Ribbon, Party Balloons for Girls Birthday Baby Shower Wedding Party Decorations\", \"asin\": \"B0C9PMB3WY\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"2pcs Happy Birthday Balloon Big 41\\\" Foil Inflated Mylar Balloons for Birthday Party Supplies Baby Shower Decorations\", \"asin\": \"B0BBZB4RPJ\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Happy Birthday Aluminum Foil Balloons (50-Pieces) Helium Floating Mylar Balloon Party Decoration Supplies - 18 Inches Round Inflatable Balloons\", \"asin\": \"B088F5G4NY\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Anagram Sonic The Hedgehog Bouquet Balloons\", \"asin\": \"B0B5JWG4QC\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration\", \"asin\": \"B07W9K1R2K\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Birthday Party Decorations, Happy Birthday Banner, Rose Gold Fringe Curtain, Heart Star Foil Confetti Balloons, Hanging Swirls for Women Girls Birthday Princess Party\", \"asin\": \"B08MZZPR81\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Blue Silver Balloons Set, 12 Inch Blue and Silver Balloons Dark Blue Party Balloons Metallic Blue Silver Latex Balloons Baby Blue Confetti Balloon for Birthday Graduations Baby Shower\", \"asin\": \"B0CPFJVGBC\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"120Pcs Balloons Assorted Colors,12 Inch Latex Party Balloons for Birthday Party, Light Multi Color Balloons Rainbow Balloons for Wedding Baby Shower Supplies.(Assorted)\", \"asin\": \"B0BX38JXP3\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Retro Dusty Pink Sage Green Metallic Gold Latex Balloons, 35pcs Set - Olive Green Pink White Gold Confetti for Girls Jungle Birthday Baby Shower Wedding Party Decoration\", \"asin\": \"B0C9JVFQ9R\", \"price\": \"$8.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"KatchOn, Gold Happy Birthday Balloon Set - 23 Inch, Big, Pack of 5 \| Happy Birthday Mylar Balloons, Golden Birthday Balloons \| Gold Star Balloons, Gold Foil Balloons \| Black And Gold Party Decorations\", \"asin\": \"B0BR82GVFZ\", \"price\": \"$7.95\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"100 PCS Balloons, 12 Inch Assorted Colors Balloon & 10 Kinds of Color Balloons, Latex Baloons Bulk for Birthday, Baby Shower, Wedding, Family Party.\", \"asin\": \"B0CTMPNLJM\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Anagram 27\\\" Happy Birthday Painted Flowers Foil Balloon, Multicolor\", \"asin\": \"B085F2DVL6\", \"price\": \"$8.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Thickened balloons, 120 PCS Balloons Assorted Colors, Latex Balloons for Kid's Birthday Party, Exquisite Rainbow Balloon, 12 Inches 12 Kinds of Rianbow Colorful Party Balloons Decorations.\", \"asin\": \"B087N6J7RY\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"INPHER Birthday Cards Fireworks Pop Up Cake Light and Music Happy Birthday Gifts Decorations for Women, Men, Mom, Grandma\", \"asin\": \"B0BXT1PNSQ\", \"price\": \"$13.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:23:10.161Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:23:10.161Z	click_product	B0D9J8ZWXT	rule	train	1,355	2025-04-05T20:23:10.161Z	click_product	B0D9J8ZWXT	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} <\|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": "balloon birthday"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "promotion_items": [{"title": "16 Inch Happy Birthday Balloon, White Sand Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies", "asin": "B0CJC46TQZ", "price": "$5.99", "quantity": ""}, {"title": "Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies", "asin": "B0CHS3HWQF", "price": "$8.49", "quantity": ""}, {"title": "23pcs Birthday Balloons Banner, 3D Silver Premium Mylar Foil Ecofriendly Letter Happy Birthday Banner with 5pcs Star Balloons Kits for Kids Boys Men Adults Birthday Party Decorations", "asin": "B0BQ5N5CW7", "price": "$8.99", "quantity": ""}, {"title": "Beige White Gold Balloons,12 Inchs Sand White Metallic Champagne Clear Bride Balloons for Girls Wedding Anniversary Bachelorette Party Boho Bridal Shower Birthday Decorations", "asin": "B0D9J8ZWXT", "price": "$7.89", "quantity": ""}, {"title": "HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Silver Mylar Cursive Foil Birthday Balloons Banner, Silver Party Decorations for Men, Women", "asin": "B0CKRVVL4W", "price": "$7.99", "quantity": ""}, {"title": "40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1", "asin": "B0BFW2LDHD", "price": "$6.99", "quantity": ""}, {"title": "Happy Birthday Balloon Banner Beige, 16 Inch Neutral Tan Self Inflating Happy Birthday Foil Balloon, Nude Born Day Bunting Banner Letter Balloons for Men Women Bday Party Decorations Supplies", "asin": "B0CHRZWBY2", "price": "$7.99", "quantity": ""}, {"title": "40 Inch Beige Large Numbers Balloons 3, Self Inflating Ivory White Digit 3 Helium Balloons for 3rd Girls, Cream Foil Mylar Number Balloons 0-9 for Women Birthday Party Anniversary Supplies Decorations", "asin": "B0BJZTWJKB", "price": "$5.99", "quantity": ""}, {"title": "xo, Fetti Silver Sparkle Foil Birthday Balloon - 6 pc \| Bday Party Decorations, Bachelorette, Anniversary, Graduation", "asin": "B09TD2HFJB", "price": "$9.99", "quantity": ""}, {"title": "AFTERLOON\u00ae Biodegradable Balloons 24 pcs Pearlized White 12 Inch Pearl Color, Pearlescent Thickened Extra Strong Latex Helium Float, Colorful Bulk Color ballon Globos Para Decoration De Fiestas Kids", "asin": "B01LX8MPZ1", "price": "$9.99", "quantity": ""}, {"title": "TONIFUL 40 Inch Silver Large Numbers Balloons 0-9, Number 1 Digital 1 Helium Balloons, Foil Mylar Big Number Balloons for Birthday Party Anniversary Supplies Decorations", "asin": "B0874SXNDL", "price": "$5.88", "quantity": ""}, {"title": "Fulmoon Set of 3 Pre Strung Older Wiser Hotter Glitter Banner Funny Birthday Banner for Women 30th 40th 50th 60th 70th 80th Birthday Party Decorations Sign Gift(Black)", "asin": "B0CB65CWJS", "price": "$7.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Mr. Pen- Balloons, 12 Inch, 54 Pack, Pastel Colors, Party Balloons.\" Rated 4.6 out of 5 stars by 1361 reviews. Eligible for Prime.", "asin": "B0C182FRRD"}, {"title": "Go to detail page for \"Mr. Pen- Balloons, 12 Inch, 54 Pack, Vibrant Colors, Party Balloons.\" Rated 4.6 out of 5 stars by 1361 reviews. Eligible for Prime.", "asin": "B09JKN6ZSC"}, {"title": "Go to detail page for \"Mr. Pen- Metallic Balloons, 12 Inch, 54 Pack, 9 Colors, Balloons for Birthday Party.\" Rated 4.6 out of 5 stars by 1361 reviews. 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3D Black", "asin": "B0BTPLGPZ6", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies", "asin": "B0CHS3HWQF", "price": "$8.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Gold Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters, Inflatable Party Decor and Birthday Decorations for Women, Men, Boys & Girls Kids and Adults, Reusable, Party Supplies", "asin": "B07GXQ4ZV2", "price": "$6.87", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "RUBFAC 65 Pcs 12 Inches Sage Green Gold Confetti Balloons Kit, Green Gold Sand White Party Balloons with Ribbons for Tiana Birthday, Wedding, Baby Shower, Graduation, Eucalyptus Party Decorations", "asin": "B0BZ3M6SNB", "price": "$6.99", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies", "asin": "B0BJZRS4KR", "price": "$5.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "RUBFAC 120 Balloons Assorted Color 12 Inches Rainbow Latex Balloons, 12 Bright Color Party Balloons for Birthday Baby Shower Wedding Party Supplies Arch Garland", "asin": "B07WGXTKGY", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Mr. Pen- Balloons, 12 Inch, 54 Pack, Vibrant Colors, Party Balloons", "asin": "B09JKN6ZSC", "price": "$5.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Gold Happy Birthday Banner Balloon Aluminum Foil 16 Inch Letter,10 Inch Five Pointed Star Four Pointed Star Suitable for Kids, Men, Women, Boys and Girls Party Decoration Supplies", "asin": "B0CZSRW9GN", "price": "$5.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "20 Pcs Silver Square Foil Balloon Metallic Silver Chrome Flat Party Balloon Garland Kit for Disco Birthday Party Graduation Baby Shower Wedding Engagement Holiday Balloon Decorations", "asin": "B0D72738W8", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "LEGO Minecraft The Ghast Balloon Village Attack- Toy Building Set for Kids, Girls and Boys Ages 10+ - Includes Steve, Natalie, and Dawn Minifigures - Birthday Gift Idea - 21273", "asin": "B0DJ1B3W5D", "price": "$69.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "TONIFUL 40 Inch Large Black R Letter Balloons Jumbo Helium Balloons,Foil Mylar Big Alphabet Balloons for Birthday Party Anniversary Supplies Decorations", "asin": "B09Q5D1XK3", "price": "$5.68", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "JOYIN 150 Pcs White Balloons, Different Sizes 18 12 10 5 Inch White Latex Balloon Arch Kit with Instruction for Birthday Decoration Party Graduation Wedding Holiday", "asin": "B0DNJP79N3", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations", "asin": "B086WTYTG8", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration", "asin": "B083QVS7VB", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Colorful Party Balloons 100pcs 12inch Chrome Metallic Helium Balloons for Birthday Party Decoration and Arch Decoration Wedding Birthday Baby Shower Christmas Party", "asin": "B08FTLNBZ1", "price": "$9.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Blue Balloon Metallic Blue Balloons, 60Pcs 12Inch Chrome Blue Balloons Kit Macaron Baby Pearl Navy Blue Latex Balloons for Birthday Wedding Baby Shower Party Decoration", "asin": "B0CGM15P4L", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1", "asin": "B0BFW2LDHD", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Red Blue Yellow Green Balloon Garland Arch Kit, Mushroom Star Foil Balloons Color Carnival Circus Balloons for Mario Birthday Carnival Circus Party Decorations", "asin": "B0D258NQRK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "xo, Fetti Pink Birthday Balloon Set - 24 pk, 12\" \| Bachelorette Party Decorations, Bridal Shower, Birthday Party, Pastel Baby Shower, Engagement", "asin": "B09XTCL1TJ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \"Happy Birthday\" Printed for Kids Birthday Party Decoration", "asin": "B0892H3TXG", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Zesliwy Black Gold Confetti Balloons 50 pack - 12 Inch Gold White and Black Confetti Balloons with Ribbons for Graduation Birthday Wedding Party Decorations\u2026", "asin": "B08GJ9GLHH", "price": "$9.89", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "PartyWoo Metallic Gold Balloons 50 pcs 12 Inch Chrome Gold Balloons for Graduation Baby Shower Gender Reveal Christmas Wedding New Year Anniversaries Birthday Party Decorations Gold-G101", "asin": "B0991XM8YL", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Number 5 Balloon 40 Inch for 5th Birthday Decorations, 15 25 35 50 Mylar Big Navy Blue Foil Number Balloons for Wedding Anniversary Party Decor", "asin": "B0C2CJM1B8", "price": "$3.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Gold 2 Balloon, Number Balloon 40 Inch, Two Balloon Number Birthday Decorations, Second 2nd Birthday Party Supplies, Number 2 Balloon", "asin": "B0CJY3T7S7", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Happy Birthday Balloons Banner, Cream Happy Birthday Foil Balloons 16 Inch Mylar Foil Letter Balloons with 8 Pcs Cream Caramel Brown Star Balloons for Women Men Boys Girls Birthday Party Decorations", "asin": "B0CWS1S7PN", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "50 Pieces Happy Birthday Party Aluminum Foil Balloons 18\" Foil Mylar Helium Balloon Round Inflatable Balloons for Birthday Parties Baby Shower Decorations Supplies", "asin": "B09PYZZPLJ", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Happy Birthday Party Balloons Foil \u2013 38in 18in Large Mylar Helium Round Champagne Bottle and Champagne Glass Shaped Foil Birthday Balloons Decorations", "asin": "B0DSFVJMML", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Bezente Assorted Rainbow Latex Balloons, 100 Pack 12 inch Round Helium Bright Color Balloons for Birthday Baby Shower Wedding Party Decorations", "asin": "B0BZCHMVTK", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Toyland\u00ae Pack Of 2-32 Inch Bluey Balloons - 1 x Bluey & 1 x Bingo Shaped Character Balloons", "asin": "B0BY2Y2872", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "50pcs 12inch Happy Birthday Balloons for Men&Women, Assorted Balloons for Party, Beautiful Flowers Printed Decoration (Birthday)", "asin": "B07DPVMXQZ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "KALOR Silver Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies", "asin": "B07PQ3MRVV", "price": "$6.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pink Balloons Metallic Pink Balloon, 50Pcs 12Inch Hot Pink Chrome Pink Latex Balloons Baby Pink Balloons and Dark Magenta Pink Balloons for Birthday Baby Shower Princess Party Decorations", "asin": "B0CMZL1N52", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Black", "asin": "B0BTPLGPZ6", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "RUBFAC 129pcs Metallic Gold Balloons Different Sizes 18 12 10 5 Inch, Latex Balloon Garland Arch Kit for Party Graduation Wedding Holiday Happy Birthday Decoration", "asin": "B09T6QFR2J", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Happy Birthday Balloon Big 39\" Foil Inflated Mylar Balloons Large Self-inflating Happy Bday Delivery Ballon Party Decoration Inflatable Ballons Supplies YAY", "asin": "B09XM8VLKD", "price": "$6.68", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Birthday Decoration Set Colorful Happy Birthday Banner Balloon,Star and Circle Mylar Foil Balloon for Girls Boys Kids & Adults Birthday Decorations and Party Supplies 5PCS", "asin": "B0C6M1S5GT", "price": "$6.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Party Balloon Birthday Balloons Sprinkles Confetti Balloon Pack - Ice Cream Sprinkle Balloons.(24PCS)", "asin": "B07XXSZGPT", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Rose Gold Balloon Garland Kit, Nude Pastel Pink Metallic Gold Matte White Balloons Gold and Rose Gold Confetti Balloons for Wedding Bridal Shower Princess Party Girl Birthday Baby Shower Decorations", "asin": "B0CGQZ87LZ", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "RUBFAC 36 Punch Balloons Punching Balloon Heavy Duty Party Favors For Kids, Bouncy Balls with Rubber Band Handle for Birthday Party, Goodie Bag, Stocking Stuffers for Kids", "asin": "B07SPC37YZ", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "TONIFUL Black Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Halloween Party Supplies", "asin": "B086C8V9HM", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "ANSOMO Sage Green Happy Birthday Party Decorations Retro Green Nude Ivory Dark Olive Kraft Paper Banner Balloons Neutral Rustic Boho Blush Safari Botanical Greenery Wild D\u00e9cor Supplies Women Adults", "asin": "B0C9HQSGN7", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "pink birthday decorations for women \uff0chappy birthday party decorations for girls\uff0cpink Fringe Curtain\uff0chappy birthday banner\uff0chappy birthday balloons\uff0chappy birthday balloon letters", "asin": "B0C417RSN7", "price": "$21.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Pink and Purple Balloons, 50PCS 12 Inch Purple Pink Confetti Balloons, Metallic Purple Pink Latex Balloons with Ribbon, Party Balloons for Girls Birthday Baby Shower Wedding Party Decorations", "asin": "B0C9PMB3WY", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "2pcs Happy Birthday Balloon Big 41\" Foil Inflated Mylar Balloons for Birthday Party Supplies Baby Shower Decorations", "asin": "B0BBZB4RPJ", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies", "asin": "B0CHS3HWQF", "price": "$8.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Happy Birthday Aluminum Foil Balloons (50-Pieces) Helium Floating Mylar Balloon Party Decoration Supplies - 18 Inches Round Inflatable Balloons", "asin": "B088F5G4NY", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "Anagram Sonic The Hedgehog Bouquet Balloons", "asin": "B0B5JWG4QC", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration", "asin": "B07W9K1R2K", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Rose Gold Birthday Party Decorations, Happy Birthday Banner, Rose Gold Fringe Curtain, Heart Star Foil Confetti Balloons, Hanging Swirls for Women Girls Birthday Princess Party", "asin": "B08MZZPR81", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Blue Silver Balloons Set, 12 Inch Blue and Silver Balloons Dark Blue Party Balloons Metallic Blue Silver Latex Balloons Baby Blue Confetti Balloon for Birthday Graduations Baby Shower", "asin": "B0CPFJVGBC", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "120Pcs Balloons Assorted Colors,12 Inch Latex Party Balloons for Birthday Party, Light Multi Color Balloons Rainbow Balloons for Wedding Baby Shower Supplies.(Assorted)", "asin": "B0BX38JXP3", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Retro Dusty Pink Sage Green Metallic Gold Latex Balloons, 35pcs Set - Olive Green Pink White Gold Confetti for Girls Jungle Birthday Baby Shower Wedding Party Decoration", "asin": "B0C9JVFQ9R", "price": "$8.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 6"}, {"title": "KatchOn, Gold Happy Birthday Balloon Set - 23 Inch, Big, Pack of 5 \| Happy Birthday Mylar Balloons, Golden Birthday Balloons \| Gold Star Balloons, Gold Foil Balloons \| Black And Gold Party Decorations", "asin": "B0BR82GVFZ", "price": "$7.95", "delivery": " Two-Day FREE delivery Mon, Apr 7"}, {"title": "100 PCS Balloons, 12 Inch Assorted Colors Balloon & 10 Kinds of Color Balloons, Latex Baloons Bulk for Birthday, Baby Shower, Wedding, Family Party.", "asin": "B0CTMPNLJM", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Anagram 27\" Happy Birthday Painted Flowers Foil Balloon, Multicolor", "asin": "B085F2DVL6", "price": "$8.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Thickened balloons, 120 PCS Balloons Assorted Colors, Latex Balloons for Kid's Birthday Party, Exquisite Rainbow Balloon, 12 Inches 12 Kinds of Rianbow Colorful Party Balloons Decorations.", "asin": "B087N6J7RY", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "INPHER Birthday Cards Fireworks Pop Up Cake Light and Music Happy Birthday Gifts Decorations for Women, Men, Mom, Grandma", "asin": "B0BXT1PNSQ", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:23:10.161Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:23:10.161Z\",\"action\": \"click_product\",\"acion_argument\": \"B0D9J8ZWXT\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:23:10.161Z\",\"action\": \"click_product\",\"acion_argument\": \"B0D9J8ZWXT\",}</answer>", "index": 1355, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\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\"search_term\": [{\"term\": \"balloon birthday\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"16 Inch Happy Birthday Balloon, White Sand Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B0CJC46TQZ\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"23pcs Birthday Balloons Banner, 3D Silver Premium Mylar Foil Ecofriendly Letter Happy Birthday Banner with 5pcs Star Balloons Kits for Kids Boys Men Adults Birthday Party Decorations\", \"asin\": \"B0BQ5N5CW7\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Beige White Gold Balloons,12 Inchs Sand White Metallic Champagne Clear Bride Balloons for Girls Wedding Anniversary Bachelorette Party Boho Bridal Shower Birthday Decorations\", \"asin\": \"B0D9J8ZWXT\", \"price\": \"$7.89\", \"quantity\": \"\"},\n{\"title\": \"HOUSE OF PARTY Happy Birthday Balloon - 18 inch \| Silver Mylar Cursive Foil Birthday Balloons Banner, Silver Party Decorations for Men, Women\", \"asin\": \"B0CKRVVL4W\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloon Banner Beige, 16 Inch Neutral Tan Self Inflating Happy Birthday Foil Balloon, Nude Born Day Bunting Banner Letter Balloons for Men Women Bday Party Decorations Supplies\", \"asin\": \"B0CHRZWBY2\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"40 Inch Beige Large Numbers Balloons 3, Self Inflating Ivory White Digit 3 Helium Balloons for 3rd Girls, Cream Foil Mylar Number Balloons 0-9 for Women Birthday Party Anniversary Supplies Decorations\", \"asin\": \"B0BJZTWJKB\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"xo, Fetti Silver Sparkle Foil Birthday Balloon - 6 pc \| Bday Party Decorations, Bachelorette, Anniversary, Graduation\", \"asin\": \"B09TD2HFJB\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"AFTERLOON\\u00ae Biodegradable Balloons 24 pcs Pearlized White 12 Inch Pearl Color, Pearlescent Thickened Extra Strong Latex Helium Float, Colorful Bulk Color ballon Globos Para Decoration De Fiestas Kids\", \"asin\": \"B01LX8MPZ1\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"TONIFUL 40 Inch Silver Large Numbers Balloons 0-9, Number 1 Digital 1 Helium Balloons, Foil Mylar Big Number Balloons for Birthday Party Anniversary Supplies Decorations\", \"asin\": \"B0874SXNDL\", \"price\": \"$5.88\", \"quantity\": \"\"},\n{\"title\": \"Fulmoon Set of 3 Pre Strung Older Wiser Hotter Glitter Banner Funny Birthday Banner for Women 30th 40th 50th 60th 70th 80th Birthday Party Decorations Sign Gift(Black)\", \"asin\": \"B0CB65CWJS\", \"price\": \"$7.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Mr. Pen- Balloons, 12 Inch, 54 Pack, Pastel Colors, Party Balloons.\\\" Rated 4.6 out of 5 stars by 1361 reviews. Eligible for Prime.\", \"asin\": \"B0C182FRRD\"},\n{\"title\": \"Go to detail page for \\\"Mr. Pen- Balloons, 12 Inch, 54 Pack, Vibrant Colors, Party Balloons.\\\" Rated 4.6 out of 5 stars by 1361 reviews. Eligible for Prime.\", \"asin\": \"B09JKN6ZSC\"},\n{\"title\": \"Go to detail page for \\\"Mr. Pen- Metallic Balloons, 12 Inch, 54 Pack, 9 Colors, Balloons for Birthday Party.\\\" Rated 4.6 out of 5 stars by 1361 reviews. Eligible for Prime.\", \"asin\": \"B0C2XV58H4\"}],\n\"search_results\": [{\"title\": \"Smlpuame 40 inch Number Balloon 0-9 Gold Large Number 1 Balloons,Digital Balloons for Birthday Party Celebration Decorations Supplies, Helium Foil Number Balloons for Wedding Anniversary\", \"asin\": \"B0B1TPBS83\", \"price\": \"$3.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Colorful Party Balloons 100pcs 12inch Chrome Metallic Helium Balloons for Birthday Party Decoration and Arch Decoration Wedding Birthday Baby Shower Christmas Party\", \"asin\": \"B08FTLNBZ1\", \"price\": \"$9.98\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"40 Inch Gold 14 Number Balloons Giant 14 or 41 Balloons Gold Birthday 14 Balloons 14th Birthday Anniversary Party Decorations\", \"asin\": \"B09TPGQR54\", \"price\": \"$6.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Black\", \"asin\": \"B0BTPLGPZ6\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Gold Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters, Inflatable Party Decor and Birthday Decorations for Women, Men, Boys & Girls Kids and Adults, Reusable, Party Supplies\", \"asin\": \"B07GXQ4ZV2\", \"price\": \"$6.87\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 65 Pcs 12 Inches Sage Green Gold Confetti Balloons Kit, Green Gold Sand White Party Balloons with Ribbons for Tiana Birthday, Wedding, Baby Shower, Graduation, Eucalyptus Party Decorations\", \"asin\": \"B0BZ3M6SNB\", \"price\": \"$6.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"40 Inch Beige Number 1 Balloon for 1st Birthday Decoration, Large Self Inflating Cream Foil Number Balloons 0-9 for Boys Girls, White Sand 1 Helium Balloons for Women Men Party Anniversary Supplies\", \"asin\": \"B0BJZRS4KR\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 120 Balloons Assorted Color 12 Inches Rainbow Latex Balloons, 12 Bright Color Party Balloons for Birthday Baby Shower Wedding Party Supplies Arch Garland\", \"asin\": \"B07WGXTKGY\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Mr. Pen- Balloons, 12 Inch, 54 Pack, Vibrant Colors, Party Balloons\", \"asin\": \"B09JKN6ZSC\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Gold Happy Birthday Banner Balloon Aluminum Foil 16 Inch Letter,10 Inch Five Pointed Star Four Pointed Star Suitable for Kids, Men, Women, Boys and Girls Party Decoration Supplies\", \"asin\": \"B0CZSRW9GN\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"20 Pcs Silver Square Foil Balloon Metallic Silver Chrome Flat Party Balloon Garland Kit for Disco Birthday Party Graduation Baby Shower Wedding Engagement Holiday Balloon Decorations\", \"asin\": \"B0D72738W8\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"LEGO Minecraft The Ghast Balloon Village Attack- Toy Building Set for Kids, Girls and Boys Ages 10+ - Includes Steve, Natalie, and Dawn Minifigures - Birthday Gift Idea - 21273\", \"asin\": \"B0DJ1B3W5D\", \"price\": \"$69.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"TONIFUL 40 Inch Large Black R Letter Balloons Jumbo Helium Balloons,Foil Mylar Big Alphabet Balloons for Birthday Party Anniversary Supplies Decorations\", \"asin\": \"B09Q5D1XK3\", \"price\": \"$5.68\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"JOYIN 150 Pcs White Balloons, Different Sizes 18 12 10 5 Inch White Latex Balloon Arch Kit with Instruction for Birthday Decoration Party Graduation Wedding Holiday\", \"asin\": \"B0DNJP79N3\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Confetti Latex Balloons, 60 Pack White Balloons 12 Inch with Gold Ribbon for Birthday Party, Wedding, Bridal Shower Decorations\", \"asin\": \"B086WTYTG8\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"OuMuaMua 62Pcs Pink Gold Confetti Latex Balloons Kit, 12 Inch Pink White Gold Helium Balloons Party Supplies for Confession Proposal Wedding Girl Birthday Baby Shower Party Decoration\", \"asin\": \"B083QVS7VB\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Colorful Party Balloons 100pcs 12inch Chrome Metallic Helium Balloons for Birthday Party Decoration and Arch Decoration Wedding Birthday Baby Shower Christmas Party\", \"asin\": \"B08FTLNBZ1\", \"price\": \"$9.98\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Blue Balloon Metallic Blue Balloons, 60Pcs 12Inch Chrome Blue Balloons Kit Macaron Baby Pearl Navy Blue Latex Balloons for Birthday Wedding Baby Shower Party Decoration\", \"asin\": \"B0CGM15P4L\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"40 In Cream white Number Balloons Helium Foil Mylar Balloon Birthday Party banquet Decoration Digital 1\", \"asin\": \"B0BFW2LDHD\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Red Blue Yellow Green Balloon Garland Arch Kit, Mushroom Star Foil Balloons Color Carnival Circus Balloons for Mario Birthday Carnival Circus Party Decorations\", \"asin\": \"B0D258NQRK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"xo, Fetti Pink Birthday Balloon Set - 24 pk, 12\\\" \| Bachelorette Party Decorations, Bridal Shower, Birthday Party, Pastel Baby Shower, Engagement\", \"asin\": \"B09XTCL1TJ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Balloons 52 Pcs Colorful Latex Balloons with \\\"Happy Birthday\\\" Printed for Kids Birthday Party Decoration\", \"asin\": \"B0892H3TXG\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Zesliwy Black Gold Confetti Balloons 50 pack - 12 Inch Gold White and Black Confetti Balloons with Ribbons for Graduation Birthday Wedding Party Decorations\\u2026\", \"asin\": \"B08GJ9GLHH\", \"price\": \"$9.89\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"PartyWoo Metallic Gold Balloons 50 pcs 12 Inch Chrome Gold Balloons for Graduation Baby Shower Gender Reveal Christmas Wedding New Year Anniversaries Birthday Party Decorations Gold-G101\", \"asin\": \"B0991XM8YL\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Number 5 Balloon 40 Inch for 5th Birthday Decorations, 15 25 35 50 Mylar Big Navy Blue Foil Number Balloons for Wedding Anniversary Party Decor\", \"asin\": \"B0C2CJM1B8\", \"price\": \"$3.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Gold 2 Balloon, Number Balloon 40 Inch, Two Balloon Number Birthday Decorations, Second 2nd Birthday Party Supplies, Number 2 Balloon\", \"asin\": \"B0CJY3T7S7\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Happy Birthday Balloons Banner, Cream Happy Birthday Foil Balloons 16 Inch Mylar Foil Letter Balloons with 8 Pcs Cream Caramel Brown Star Balloons for Women Men Boys Girls Birthday Party Decorations\", \"asin\": \"B0CWS1S7PN\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"50 Pieces Happy Birthday Party Aluminum Foil Balloons 18\\\" Foil Mylar Helium Balloon Round Inflatable Balloons for Birthday Parties Baby Shower Decorations Supplies\", \"asin\": \"B09PYZZPLJ\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Party Balloons Foil \\u2013 38in 18in Large Mylar Helium Round Champagne Bottle and Champagne Glass Shaped Foil Birthday Balloons Decorations\", \"asin\": \"B0DSFVJMML\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Bezente Assorted Rainbow Latex Balloons, 100 Pack 12 inch Round Helium Bright Color Balloons for Birthday Baby Shower Wedding Party Decorations\", \"asin\": \"B0BZCHMVTK\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Toyland\\u00ae Pack Of 2-32 Inch Bluey Balloons - 1 x Bluey & 1 x Bingo Shaped Character Balloons\", \"asin\": \"B0BY2Y2872\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"50pcs 12inch Happy Birthday Balloons for Men&Women, Assorted Balloons for Party, Beautiful Flowers Printed Decoration (Birthday)\", \"asin\": \"B07DPVMXQZ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"KALOR Silver Happy Birthday Balloons Banner,16 Inch Mylar Foil Letters Sign,Reusable Balloons for Women, Men, Boys & Girls Birthday Decorations Party Supplies\", \"asin\": \"B07PQ3MRVV\", \"price\": \"$6.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pink Balloons Metallic Pink Balloon, 50Pcs 12Inch Hot Pink Chrome Pink Latex Balloons Baby Pink Balloons and Dark Magenta Pink Balloons for Birthday Baby Shower Princess Party Decorations\", \"asin\": \"B0CMZL1N52\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"CANREVEL Happy Birthday Banner 13pcs 16 Inch Mylar Foil Letters with 12pcs Star Balloons Birthday Party Decorations for Kids and Adults - 3D Black\", \"asin\": \"B0BTPLGPZ6\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 129pcs Metallic Gold Balloons Different Sizes 18 12 10 5 Inch, Latex Balloon Garland Arch Kit for Party Graduation Wedding Holiday Happy Birthday Decoration\", \"asin\": \"B09T6QFR2J\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Happy Birthday Balloon Big 39\\\" Foil Inflated Mylar Balloons Large Self-inflating Happy Bday Delivery Ballon Party Decoration Inflatable Ballons Supplies YAY\", \"asin\": \"B09XM8VLKD\", \"price\": \"$6.68\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Birthday Decoration Set Colorful Happy Birthday Banner Balloon,Star and Circle Mylar Foil Balloon for Girls Boys Kids & Adults Birthday Decorations and Party Supplies 5PCS\", \"asin\": \"B0C6M1S5GT\", \"price\": \"$6.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Party Balloon Birthday Balloons Sprinkles Confetti Balloon Pack - Ice Cream Sprinkle Balloons.(24PCS)\", \"asin\": \"B07XXSZGPT\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Balloon Garland Kit, Nude Pastel Pink Metallic Gold Matte White Balloons Gold and Rose Gold Confetti Balloons for Wedding Bridal Shower Princess Party Girl Birthday Baby Shower Decorations\", \"asin\": \"B0CGQZ87LZ\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"RUBFAC 36 Punch Balloons Punching Balloon Heavy Duty Party Favors For Kids, Bouncy Balls with Rubber Band Handle for Birthday Party, Goodie Bag, Stocking Stuffers for Kids\", \"asin\": \"B07SPC37YZ\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"TONIFUL Black Happy Birthday Balloons Banner 16 Inch Mylar Foil Letters Birthday Sign Banner Bunting Reusable for Girls Boys Kids & Adults Birthday Decorations and Halloween Party Supplies\", \"asin\": \"B086C8V9HM\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"ANSOMO Sage Green Happy Birthday Party Decorations Retro Green Nude Ivory Dark Olive Kraft Paper Banner Balloons Neutral Rustic Boho Blush Safari Botanical Greenery Wild D\\u00e9cor Supplies Women Adults\", \"asin\": \"B0C9HQSGN7\", \"price\": \"$13.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"pink birthday decorations for women \\uff0chappy birthday party decorations for girls\\uff0cpink Fringe Curtain\\uff0chappy birthday banner\\uff0chappy birthday balloons\\uff0chappy birthday balloon letters\", \"asin\": \"B0C417RSN7\", \"price\": \"$21.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Pink and Purple Balloons, 50PCS 12 Inch Purple Pink Confetti Balloons, Metallic Purple Pink Latex Balloons with Ribbon, Party Balloons for Girls Birthday Baby Shower Wedding Party Decorations\", \"asin\": \"B0C9PMB3WY\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"2pcs Happy Birthday Balloon Big 41\\\" Foil Inflated Mylar Balloons for Birthday Party Supplies Baby Shower Decorations\", \"asin\": \"B0BBZB4RPJ\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Happy Birthday Aluminum Foil Balloons (50-Pieces) Helium Floating Mylar Balloon Party Decoration Supplies - 18 Inches Round Inflatable Balloons\", \"asin\": \"B088F5G4NY\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"Anagram Sonic The Hedgehog Bouquet Balloons\", \"asin\": \"B0B5JWG4QC\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Royal Blue Confetti Latex Balloons, 50pcs 12 inch Light Blue Baby Blue and White Party Balloons for Birthday Wedding Party Decoration\", \"asin\": \"B07W9K1R2K\", \"price\": \"$6.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rose Gold Birthday Party Decorations, Happy Birthday Banner, Rose Gold Fringe Curtain, Heart Star Foil Confetti Balloons, Hanging Swirls for Women Girls Birthday Princess Party\", \"asin\": \"B08MZZPR81\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Blue Silver Balloons Set, 12 Inch Blue and Silver Balloons Dark Blue Party Balloons Metallic Blue Silver Latex Balloons Baby Blue Confetti Balloon for Birthday Graduations Baby Shower\", \"asin\": \"B0CPFJVGBC\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"120Pcs Balloons Assorted Colors,12 Inch Latex Party Balloons for Birthday Party, Light Multi Color Balloons Rainbow Balloons for Wedding Baby Shower Supplies.(Assorted)\", \"asin\": \"B0BX38JXP3\", \"price\": \"$6.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Retro Dusty Pink Sage Green Metallic Gold Latex Balloons, 35pcs Set - Olive Green Pink White Gold Confetti for Girls Jungle Birthday Baby Shower Wedding Party Decoration\", \"asin\": \"B0C9JVFQ9R\", \"price\": \"$8.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6\"},\n{\"title\": \"KatchOn, Gold Happy Birthday Balloon Set - 23 Inch, Big, Pack of 5 \| Happy Birthday Mylar Balloons, Golden Birthday Balloons \| Gold Star Balloons, Gold Foil Balloons \| Black And Gold Party Decorations\", \"asin\": \"B0BR82GVFZ\", \"price\": \"$7.95\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 7\"},\n{\"title\": \"100 PCS Balloons, 12 Inch Assorted Colors Balloon & 10 Kinds of Color Balloons, Latex Baloons Bulk for Birthday, Baby Shower, Wedding, Family Party.\", \"asin\": \"B0CTMPNLJM\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Anagram 27\\\" Happy Birthday Painted Flowers Foil Balloon, Multicolor\", \"asin\": \"B085F2DVL6\", \"price\": \"$8.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 6 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Thickened balloons, 120 PCS Balloons Assorted Colors, Latex Balloons for Kid's Birthday Party, Exquisite Rainbow Balloon, 12 Inches 12 Kinds of Rianbow Colorful Party Balloons Decorations.\", \"asin\": \"B087N6J7RY\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"INPHER Birthday Cards Fireworks Pop Up Cake Light and Music Happy Birthday Gifts Decorations for Women, Men, Mom, Grandma\", \"asin\": \"B0BXT1PNSQ\", \"price\": \"$13.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:23:10.161Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\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\"search_term\": [{\"term\": \"balloon birthday\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0D9J8ZWXT\"},\n{\"title\": \"Beige White Gold Balloons,12 Inchs Sand White Metallic Champagne Clear Bride Balloons for Girls Wedding Anniversary Bachelorette Party Boho Bridal Shower Birthday Decorations\"},\n{\"price\": \"$7.89\"},\n{\"bullet_list\": \"Pearl White Gold Balloons: Package comes with 12 inch sand white balloons(10 pcs), nude balloons(7 pcs),metallic champagne balloons (8 pcs),Clear balloons(10 pcs),white balloon ribbon (1 roll). Just enjoy your party with these pearl white gold balloons. Premium Quality: Crafted from thick natural latex, these pearl white gold balloons are thicker and sturdier than standard options, ensuring long-lasting and safe use. Compatible with helium and air, they are resistant to easy breakage, adding convenience and peace of mind. Effortless Installation: Using either air or helium, decorating for any occasion becomes effortless. Inflate these party balloons with a pump or helium, ensuring that floating balloons are filled with pure helium. Secure them with the provided ribbons for a polished look. Widely Occasions: Right for a range of lively events such as Bride parties, wedding,anniversary, bachelorette parties,birthday parties,baby shower, our pearl white gold wedding party decorations add a touch of charm and romance to any gathering. Customer Satisfaction Assurance: We are dedicated to providing outstanding products and customer service. If you have any issues with your balloons, feel easy to reach us for any help you need. Create unforgettable memories with our exceptional party decorations!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Sand White Gold\"}],\n\"promotion_items\": [{\"title\": \"Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B09WMSZ5WZ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration\", \"asin\": \"B0DK1MBFZB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold White Sand Confetti Balloons, 50pcs 12 inch Beige Gold Nude Neutral Balloons for Baby Shower Birthday Wedding Bride Shower Party Decoration\\u2026\", \"asin\": \"B0CW1MP1ZK\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold and White Balloons, 60Pcs Beige White Sand Metallic Gold Pearl White...\", \"asin\": \"B0C43MJZ8T\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gol...\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"White Gold and Beige Balloons, 50 pcs 12inch Sand White Gold Clear Balloons Metalli...\", \"asin\": \"B0DJRMVQXF\", \"price\": \"$4.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Brown Heart Balloons, 12Pcs Brown Apricot Foil Balloons, Beige Coffee Foil He...\", \"asin\": \"B0DK3PW3QW\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold and White Balloons, 60Pcs Beige White Sand Metallic Gold Pearl White...\", \"asin\": \"B0C43MJZ8T\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B09WMSZ5WZ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold White Sand Confetti Balloons, 50pcs 12 inch Beige Gold Nude Neutral Balloons for Baby Shower Birthday Wedding Bride Shower Party Decoration\\u2026\", \"asin\": \"B0CW1MP1ZK\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:23:38.623Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:23:38.623Z	click	product_option	rule	train	1,356	2025-04-05T20:23:38.623Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} <\|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": "balloon birthday"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "product_details": [{"asin": "B0D9J8ZWXT"}, {"title": "Beige White Gold Balloons,12 Inchs Sand White Metallic Champagne Clear Bride Balloons for Girls Wedding Anniversary Bachelorette Party Boho Bridal Shower Birthday Decorations"}, {"price": "$7.89"}, {"bullet_list": "Pearl White Gold Balloons: Package comes with 12 inch sand white balloons(10 pcs), nude balloons(7 pcs),metallic champagne balloons (8 pcs),Clear balloons(10 pcs),white balloon ribbon (1 roll). Just enjoy your party with these pearl white gold balloons. Premium Quality: Crafted from thick natural latex, these pearl white gold balloons are thicker and sturdier than standard options, ensuring long-lasting and safe use. Compatible with helium and air, they are resistant to easy breakage, adding convenience and peace of mind. Effortless Installation: Using either air or helium, decorating for any occasion becomes effortless. Inflate these party balloons with a pump or helium, ensuring that floating balloons are filled with pure helium. Secure them with the provided ribbons for a polished look. Widely Occasions: Right for a range of lively events such as Bride parties, wedding,anniversary, bachelorette parties,birthday parties,baby shower, our pearl white gold wedding party decorations add a touch of charm and romance to any gathering. Customer Satisfaction Assurance: We are dedicated to providing outstanding products and customer service. If you have any issues with your balloons, feel easy to reach us for any help you need. Create unforgettable memories with our exceptional party decorations!"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Sand White Gold"}], "promotion_items": [{"title": "Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations", "asin": "B09WMSZ5WZ", "price": "$9.99", "quantity": ""}, {"title": "Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration", "asin": "B0DK1MBFZB", "price": "$8.99", "quantity": ""}, {"title": "Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...", "asin": "B0CG8XPY28", "price": "$9.99", "quantity": ""}, {"title": "Blush Gold White Sand Confetti Balloons, 50pcs 12 inch Beige Gold Nude Neutral Balloons for Baby Shower Birthday Wedding Bride Shower Party Decoration\u2026", "asin": "B0CW1MP1ZK", "price": "$7.99", "quantity": ""}, {"title": "Champagne Gold and White Balloons, 60Pcs Beige White Sand Metallic Gold Pearl White...", "asin": "B0C43MJZ8T", "price": "$9.99", "quantity": ""}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gol...", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": ""}, {"title": "Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations", "asin": "B0DDPMW1FH", "price": "$8.99", "quantity": ""}, {"title": "White Gold and Beige Balloons, 50 pcs 12inch Sand White Gold Clear Balloons Metalli...", "asin": "B0DJRMVQXF", "price": "$4.99", "quantity": ""}, {"title": "Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations", "asin": "B0DDPMW1FH", "price": "$8.99", "quantity": ""}, {"title": "Cream Brown Heart Balloons, 12Pcs Brown Apricot Foil Balloons, Beige Coffee Foil He...", "asin": "B0DK3PW3QW", "price": "$8.99", "quantity": ""}, {"title": "Champagne Gold and White Balloons, 60Pcs Beige White Sand Metallic Gold Pearl White...", "asin": "B0C43MJZ8T", "price": "$9.99", "quantity": ""}, {"title": "Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations", "asin": "B09WMSZ5WZ", "price": "$9.99", "quantity": ""}, {"title": "Blush Gold White Sand Confetti Balloons, 50pcs 12 inch Beige Gold Nude Neutral Balloons for Baby Shower Birthday Wedding Bride Shower Party Decoration\u2026", "asin": "B0CW1MP1ZK", "price": "$7.99", "quantity": ""}, {"title": "Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...", "asin": "B0CG8XPY28", "price": "$9.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:23:38.623Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:23:38.623Z\",\"action\": \"click\",\"acion_argument\": \"product_option\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:23:38.623Z\",\"action\": \"click\",\"acion_argument\": \"product_option\",}</answer>", "index": 1356, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\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\"search_term\": [{\"term\": \"balloon birthday\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0D9J8ZWXT\"},\n{\"title\": \"Beige White Gold Balloons,12 Inchs Sand White Metallic Champagne Clear Bride Balloons for Girls Wedding Anniversary Bachelorette Party Boho Bridal Shower Birthday Decorations\"},\n{\"price\": \"$7.89\"},\n{\"bullet_list\": \"Pearl White Gold Balloons: Package comes with 12 inch sand white balloons(10 pcs), nude balloons(7 pcs),metallic champagne balloons (8 pcs),Clear balloons(10 pcs),white balloon ribbon (1 roll). Just enjoy your party with these pearl white gold balloons. Premium Quality: Crafted from thick natural latex, these pearl white gold balloons are thicker and sturdier than standard options, ensuring long-lasting and safe use. Compatible with helium and air, they are resistant to easy breakage, adding convenience and peace of mind. Effortless Installation: Using either air or helium, decorating for any occasion becomes effortless. Inflate these party balloons with a pump or helium, ensuring that floating balloons are filled with pure helium. Secure them with the provided ribbons for a polished look. Widely Occasions: Right for a range of lively events such as Bride parties, wedding,anniversary, bachelorette parties,birthday parties,baby shower, our pearl white gold wedding party decorations add a touch of charm and romance to any gathering. Customer Satisfaction Assurance: We are dedicated to providing outstanding products and customer service. If you have any issues with your balloons, feel easy to reach us for any help you need. Create unforgettable memories with our exceptional party decorations!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Sand White Gold\"}],\n\"promotion_items\": [{\"title\": \"Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B09WMSZ5WZ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration\", \"asin\": \"B0DK1MBFZB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold White Sand Confetti Balloons, 50pcs 12 inch Beige Gold Nude Neutral Balloons for Baby Shower Birthday Wedding Bride Shower Party Decoration\\u2026\", \"asin\": \"B0CW1MP1ZK\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold and White Balloons, 60Pcs Beige White Sand Metallic Gold Pearl White...\", \"asin\": \"B0C43MJZ8T\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gol...\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"White Gold and Beige Balloons, 50 pcs 12inch Sand White Gold Clear Balloons Metalli...\", \"asin\": \"B0DJRMVQXF\", \"price\": \"$4.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Brown Heart Balloons, 12Pcs Brown Apricot Foil Balloons, Beige Coffee Foil He...\", \"asin\": \"B0DK3PW3QW\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold and White Balloons, 60Pcs Beige White Sand Metallic Gold Pearl White...\", \"asin\": \"B0C43MJZ8T\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B09WMSZ5WZ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold White Sand Confetti Balloons, 50pcs 12 inch Beige Gold Nude Neutral Balloons for Baby Shower Birthday Wedding Bride Shower Party Decoration\\u2026\", \"asin\": \"B0CW1MP1ZK\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:23:38.623Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"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\"search_term\": [{\"term\": \"balloon birthday\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0D9J3Y8Y6\"},\n{\"title\": \"Sand White Gold Balloons, 12 Inchs Nude Metallic Gold Neutral Balloons for Girls Women Birthday Boho Wedding Anniversary Engagement Bridal Home Party Baby Shower Decorations\"},\n{\"price\": \"$7.89\"},\n{\"bullet_list\": \"Sand White Gold Balloons: Package comes with 12 inch retro ivory (7 pcs),white balloon ribbon (1 roll). Just enjoy your party with these sand white gold balloons.All of our party balloons are transported in vacuum packaging to prevent oxidation during transportation. You just need to open the packaging and use it. Premium Quality: Crafted from thick natural latex, these sand white gold balloons are thicker and sturdier than standard options, ensuring long-lasting and safe use. Compatible with helium and air, they are resistant to easy breakage, adding convenience and peace of mind. Effortless Installation: Using either air or helium, decorating for any occasion becomes effortless. Inflate these party balloons with a pump or helium, ensuring that floating balloons are filled with pure helium. Secure them with the provided ribbons for a polished look. Widely Occasions: Right for a range of lively events such as women happy birthday parties, boho wedding,engagement,bridal,home party,baby shower, wedding, our sand white gold party decorations add a touch of charm and romance to any gathering. Customer Satisfaction Assurance: We are dedicated to providing outstanding products and customer service. If you have any issues with your balloons, feel easy to reach us for any help you need. Create unforgettable memories with our exceptional party decorations!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Pearl White Gold\"}],\n\"promotion_items\": [{\"title\": \"Blush Gold Beige Neutral Balloons, 50pcs 12 inch Neutral Balloons Blush Gold Beige ...\", \"asin\": \"B0BDZRJZ7Q\", \"price\": \"$7.98\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold Beige Neutral Balloons 50pcs 12 inch Blush Champagne Gold Latex Balloons...\", \"asin\": \"B0CXJ5H4YT\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"White and Gold Balloons, 12 Inch White Sand Gold Metallic Latex Balloons, Beige Gold Party Balloons for Boho Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0D11Z83MN\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Bezente Nude Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Sand Nude Balloons for Birthday Wedding Baby Shower Party Decorations\", \"asin\": \"B0BY8KT8BB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"16 Inch Happy Birthday Balloon, White Sand Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B0CJC46TQZ\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner Beige,16 Inch Cream White Mylar Foil Letters Birthday Sign Banner Bunting for Boys Girls Men Women Birthday Party Supplies Decorations\", \"asin\": \"B0CRTRPW6M\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"30 Pcs Heart Shaped Balloons 18in Brown Nude Tan Cream Caramel Foil Mylar Balloons Foil Balloon Decoration for Women Girls Valentine's Day Birthday Wedding Proposal Bridal Bachelorette Party Decor\", \"asin\": \"B0C37V6T4P\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloons 84 pcs Sand White Balloons Garland Arch Kit 5 inch +12 inch +18 inch For Happy Birthday Baby Shower Decorations Wedding\", \"asin\": \"B09KN6H9J3\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold Beige Neutral Balloons 50pcs 12 inch Blush Champagne Gold Latex Balloons Sand White Nude Apricot Helium Balloons for Birthday Party Decoration Wedding Baby Shower Bride DIY Supplies\", \"asin\": \"B0CXJ5H4YT\", \"price\": \"$9.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:23:42.999Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:23:42.999Z	click	product_option	rule	train	1,357	2025-04-05T20:23:42.999Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "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": "balloon birthday"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "product_details": [{"asin": "B0D9J3Y8Y6"}, {"title": "Sand White Gold Balloons, 12 Inchs Nude Metallic Gold Neutral Balloons for Girls Women Birthday Boho Wedding Anniversary Engagement Bridal Home Party Baby Shower Decorations"}, {"price": "$7.89"}, {"bullet_list": "Sand White Gold Balloons: Package comes with 12 inch retro ivory (7 pcs),white balloon ribbon (1 roll). Just enjoy your party with these sand white gold balloons.All of our party balloons are transported in vacuum packaging to prevent oxidation during transportation. You just need to open the packaging and use it. Premium Quality: Crafted from thick natural latex, these sand white gold balloons are thicker and sturdier than standard options, ensuring long-lasting and safe use. Compatible with helium and air, they are resistant to easy breakage, adding convenience and peace of mind. Effortless Installation: Using either air or helium, decorating for any occasion becomes effortless. Inflate these party balloons with a pump or helium, ensuring that floating balloons are filled with pure helium. Secure them with the provided ribbons for a polished look. Widely Occasions: Right for a range of lively events such as women happy birthday parties, boho wedding,engagement,bridal,home party,baby shower, wedding, our sand white gold party decorations add a touch of charm and romance to any gathering. Customer Satisfaction Assurance: We are dedicated to providing outstanding products and customer service. If you have any issues with your balloons, feel easy to reach us for any help you need. Create unforgettable memories with our exceptional party decorations!"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Pearl White Gold"}], "promotion_items": [{"title": "Blush Gold Beige Neutral Balloons, 50pcs 12 inch Neutral Balloons Blush Gold Beige ...", "asin": "B0BDZRJZ7Q", "price": "$7.98", "quantity": ""}, {"title": "Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations", "asin": "B0DDPMW1FH", "price": "$8.99", "quantity": ""}, {"title": "Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...", "asin": "B0CHS3HWQF", "price": "$8.49", "quantity": ""}, {"title": "Blush Gold Beige Neutral Balloons 50pcs 12 inch Blush Champagne Gold Latex Balloons...", "asin": "B0CXJ5H4YT", "price": "$9.99", "quantity": ""}, {"title": "Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...", "asin": "B0CG8XPY28", "price": "$9.99", "quantity": ""}, {"title": "White and Gold Balloons, 12 Inch White Sand Gold Metallic Latex Balloons, Beige Gold Party Balloons for Boho Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0D11Z83MN", "price": "$8.99", "quantity": ""}, {"title": "Bezente Nude Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Sand Nude Balloons for Birthday Wedding Baby Shower Party Decorations", "asin": "B0BY8KT8BB", "price": "$8.99", "quantity": ""}, {"title": "16 Inch Happy Birthday Balloon, White Sand Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies", "asin": "B0CJC46TQZ", "price": "$5.99", "quantity": ""}, {"title": "Happy Birthday Balloons Banner Beige,16 Inch Cream White Mylar Foil Letters Birthday Sign Banner Bunting for Boys Girls Men Women Birthday Party Supplies Decorations", "asin": "B0CRTRPW6M", "price": "$7.99", "quantity": ""}, {"title": "30 Pcs Heart Shaped Balloons 18in Brown Nude Tan Cream Caramel Foil Mylar Balloons Foil Balloon Decoration for Women Girls Valentine's Day Birthday Wedding Proposal Bridal Bachelorette Party Decor", "asin": "B0C37V6T4P", "price": "$11.99", "quantity": ""}, {"title": "White Sand Balloons 84 pcs Sand White Balloons Garland Arch Kit 5 inch +12 inch +18 inch For Happy Birthday Baby Shower Decorations Wedding", "asin": "B09KN6H9J3", "price": "$9.99", "quantity": ""}, {"title": "Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations", "asin": "B0DDPMW1FH", "price": "$8.99", "quantity": ""}, {"title": "Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies", "asin": "B0CHS3HWQF", "price": "$8.49", "quantity": ""}, {"title": "Blush Gold Beige Neutral Balloons 50pcs 12 inch Blush Champagne Gold Latex Balloons Sand White Nude Apricot Helium Balloons for Birthday Party Decoration Wedding Baby Shower Bride DIY Supplies", "asin": "B0CXJ5H4YT", "price": "$9.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:23:42.999Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:23:42.999Z\",\"action\": \"click\",\"acion_argument\": \"product_option\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:23:42.999Z\",\"action\": \"click\",\"acion_argument\": \"product_option\",}</answer>", "index": 1357, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"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\"search_term\": [{\"term\": \"balloon birthday\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0D9J3Y8Y6\"},\n{\"title\": \"Sand White Gold Balloons, 12 Inchs Nude Metallic Gold Neutral Balloons for Girls Women Birthday Boho Wedding Anniversary Engagement Bridal Home Party Baby Shower Decorations\"},\n{\"price\": \"$7.89\"},\n{\"bullet_list\": \"Sand White Gold Balloons: Package comes with 12 inch retro ivory (7 pcs),white balloon ribbon (1 roll). Just enjoy your party with these sand white gold balloons.All of our party balloons are transported in vacuum packaging to prevent oxidation during transportation. You just need to open the packaging and use it. Premium Quality: Crafted from thick natural latex, these sand white gold balloons are thicker and sturdier than standard options, ensuring long-lasting and safe use. Compatible with helium and air, they are resistant to easy breakage, adding convenience and peace of mind. Effortless Installation: Using either air or helium, decorating for any occasion becomes effortless. Inflate these party balloons with a pump or helium, ensuring that floating balloons are filled with pure helium. Secure them with the provided ribbons for a polished look. Widely Occasions: Right for a range of lively events such as women happy birthday parties, boho wedding,engagement,bridal,home party,baby shower, wedding, our sand white gold party decorations add a touch of charm and romance to any gathering. Customer Satisfaction Assurance: We are dedicated to providing outstanding products and customer service. If you have any issues with your balloons, feel easy to reach us for any help you need. Create unforgettable memories with our exceptional party decorations!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Pearl White Gold\"}],\n\"promotion_items\": [{\"title\": \"Blush Gold Beige Neutral Balloons, 50pcs 12 inch Neutral Balloons Blush Gold Beige ...\", \"asin\": \"B0BDZRJZ7Q\", \"price\": \"$7.98\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold Beige Neutral Balloons 50pcs 12 inch Blush Champagne Gold Latex Balloons...\", \"asin\": \"B0CXJ5H4YT\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"White and Gold Balloons, 12 Inch White Sand Gold Metallic Latex Balloons, Beige Gold Party Balloons for Boho Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0D11Z83MN\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Bezente Nude Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Sand Nude Balloons for Birthday Wedding Baby Shower Party Decorations\", \"asin\": \"B0BY8KT8BB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"16 Inch Happy Birthday Balloon, White Sand Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B0CJC46TQZ\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner Beige,16 Inch Cream White Mylar Foil Letters Birthday Sign Banner Bunting for Boys Girls Men Women Birthday Party Supplies Decorations\", \"asin\": \"B0CRTRPW6M\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"30 Pcs Heart Shaped Balloons 18in Brown Nude Tan Cream Caramel Foil Mylar Balloons Foil Balloon Decoration for Women Girls Valentine's Day Birthday Wedding Proposal Bridal Bachelorette Party Decor\", \"asin\": \"B0C37V6T4P\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloons 84 pcs Sand White Balloons Garland Arch Kit 5 inch +12 inch +18 inch For Happy Birthday Baby Shower Decorations Wedding\", \"asin\": \"B09KN6H9J3\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 Inch Ivory White Sand Born Day Bunting Banner Letter Balloons for Men Women Birth Party Decorations Supplies\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold Beige Neutral Balloons 50pcs 12 inch Blush Champagne Gold Latex Balloons Sand White Nude Apricot Helium Balloons for Birthday Party Decoration Wedding Baby Shower Bride DIY Supplies\", \"asin\": \"B0CXJ5H4YT\", \"price\": \"$9.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:23:42.999Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"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\"search_term\": [{\"term\": \"balloon birthday\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0D9J8ZWXT\"},\n{\"title\": \"Beige White Gold Balloons,12 Inchs Sand White Metallic Champagne Clear Bride Balloons for Girls Wedding Anniversary Bachelorette Party Boho Bridal Shower Birthday Decorations\"},\n{\"price\": \"$7.89\"},\n{\"bullet_list\": \"Pearl White Gold Balloons: Package comes with 12 inch sand white balloons(10 pcs), nude balloons(7 pcs),metallic champagne balloons (8 pcs),Clear balloons(10 pcs),white balloon ribbon (1 roll). Just enjoy your party with these pearl white gold balloons. Premium Quality: Crafted from thick natural latex, these pearl white gold balloons are thicker and sturdier than standard options, ensuring long-lasting and safe use. Compatible with helium and air, they are resistant to easy breakage, adding convenience and peace of mind. Effortless Installation: Using either air or helium, decorating for any occasion becomes effortless. Inflate these party balloons with a pump or helium, ensuring that floating balloons are filled with pure helium. Secure them with the provided ribbons for a polished look. Widely Occasions: Right for a range of lively events such as Bride parties, wedding,anniversary, bachelorette parties,birthday parties,baby shower, our pearl white gold wedding party decorations add a touch of charm and romance to any gathering. Customer Satisfaction Assurance: We are dedicated to providing outstanding products and customer service. If you have any issues with your balloons, feel easy to reach us for any help you need. Create unforgettable memories with our exceptional party decorations!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Pearl White Gold\"}],\n\"promotion_items\": [{\"title\": \"Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B09WMSZ5WZ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration\", \"asin\": \"B0DK1MBFZB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloons Set, 60 Packs 12 Inch Double Stuffed Beige Boho Balloons with Metallic Chrome Champagne Nude Neutral Cream Balloon for Bridal Shower Baby Shower Birthday Wedding Party Decoration\", \"asin\": \"B0C7ZXXW43\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gol...\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold and White Balloons, 60Pcs Beige White Sand Metallic Gold Pearl White...\", \"asin\": \"B0C43MJZ8T\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"White Gold and Beige Balloons, 50 pcs 12inch Sand White Gold Clear Balloons Metalli...\", \"asin\": \"B0DJRMVQXF\", \"price\": \"$4.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Brown Heart Balloons, 12Pcs Brown Apricot Foil Balloons, Beige Coffee Foil He...\", \"asin\": \"B0DK3PW3QW\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B09WMSZ5WZ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloons Set, 60 Packs 12 Inch Double Stuffed Beige Boho Balloons with Metallic Chrome Champagne Nude Neutral Cream Balloon for Bridal Shower Baby Shower Birthday Wedding Party Decoration\", \"asin\": \"B0C7ZXXW43\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold White Sand Confetti Balloons, 50pcs 12 inch Beige Gold Nude Neutral Balloons for Baby Shower Birthday Wedding Bride Shower Party Decoration\\u2026\", \"asin\": \"B0CW1MP1ZK\", \"price\": \"$7.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:23:59.161Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:23:59.161Z	click	product_option	rule	train	1,358	2025-04-05T20:23:59.161Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "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": "balloon birthday"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "product_details": [{"asin": "B0D9J8ZWXT"}, {"title": "Beige White Gold Balloons,12 Inchs Sand White Metallic Champagne Clear Bride Balloons for Girls Wedding Anniversary Bachelorette Party Boho Bridal Shower Birthday Decorations"}, {"price": "$7.89"}, {"bullet_list": "Pearl White Gold Balloons: Package comes with 12 inch sand white balloons(10 pcs), nude balloons(7 pcs),metallic champagne balloons (8 pcs),Clear balloons(10 pcs),white balloon ribbon (1 roll). Just enjoy your party with these pearl white gold balloons. Premium Quality: Crafted from thick natural latex, these pearl white gold balloons are thicker and sturdier than standard options, ensuring long-lasting and safe use. Compatible with helium and air, they are resistant to easy breakage, adding convenience and peace of mind. Effortless Installation: Using either air or helium, decorating for any occasion becomes effortless. Inflate these party balloons with a pump or helium, ensuring that floating balloons are filled with pure helium. Secure them with the provided ribbons for a polished look. Widely Occasions: Right for a range of lively events such as Bride parties, wedding,anniversary, bachelorette parties,birthday parties,baby shower, our pearl white gold wedding party decorations add a touch of charm and romance to any gathering. Customer Satisfaction Assurance: We are dedicated to providing outstanding products and customer service. If you have any issues with your balloons, feel easy to reach us for any help you need. Create unforgettable memories with our exceptional party decorations!"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Pearl White Gold"}], "promotion_items": [{"title": "Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations", "asin": "B09WMSZ5WZ", "price": "$9.99", "quantity": ""}, {"title": "Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration", "asin": "B0DK1MBFZB", "price": "$8.99", "quantity": ""}, {"title": "White Sand Balloons Set, 60 Packs 12 Inch Double Stuffed Beige Boho Balloons with Metallic Chrome Champagne Nude Neutral Cream Balloon for Bridal Shower Baby Shower Birthday Wedding Party Decoration", "asin": "B0C7ZXXW43", "price": "$9.99", "quantity": ""}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gol...", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": ""}, {"title": "Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...", "asin": "B0CG8XPY28", "price": "$9.99", "quantity": ""}, {"title": "Champagne Gold and White Balloons, 60Pcs Beige White Sand Metallic Gold Pearl White...", "asin": "B0C43MJZ8T", "price": "$9.99", "quantity": ""}, {"title": "Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations", "asin": "B0DDPMW1FH", "price": "$8.99", "quantity": ""}, {"title": "White Gold and Beige Balloons, 50 pcs 12inch Sand White Gold Clear Balloons Metalli...", "asin": "B0DJRMVQXF", "price": "$4.99", "quantity": ""}, {"title": "Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations", "asin": "B0DDPMW1FH", "price": "$8.99", "quantity": ""}, {"title": "Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...", "asin": "B0CG8XPY28", "price": "$9.99", "quantity": ""}, {"title": "Cream Brown Heart Balloons, 12Pcs Brown Apricot Foil Balloons, Beige Coffee Foil He...", "asin": "B0DK3PW3QW", "price": "$8.99", "quantity": ""}, {"title": "Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations", "asin": "B09WMSZ5WZ", "price": "$9.99", "quantity": ""}, {"title": "White Sand Balloons Set, 60 Packs 12 Inch Double Stuffed Beige Boho Balloons with Metallic Chrome Champagne Nude Neutral Cream Balloon for Bridal Shower Baby Shower Birthday Wedding Party Decoration", "asin": "B0C7ZXXW43", "price": "$9.99", "quantity": ""}, {"title": "Blush Gold White Sand Confetti Balloons, 50pcs 12 inch Beige Gold Nude Neutral Balloons for Baby Shower Birthday Wedding Bride Shower Party Decoration\u2026", "asin": "B0CW1MP1ZK", "price": "$7.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:23:59.161Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:23:59.161Z\",\"action\": \"click\",\"acion_argument\": \"product_option\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:23:59.161Z\",\"action\": \"click\",\"acion_argument\": \"product_option\",}</answer>", "index": 1358, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"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\"search_term\": [{\"term\": \"balloon birthday\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0D9J8ZWXT\"},\n{\"title\": \"Beige White Gold Balloons,12 Inchs Sand White Metallic Champagne Clear Bride Balloons for Girls Wedding Anniversary Bachelorette Party Boho Bridal Shower Birthday Decorations\"},\n{\"price\": \"$7.89\"},\n{\"bullet_list\": \"Pearl White Gold Balloons: Package comes with 12 inch sand white balloons(10 pcs), nude balloons(7 pcs),metallic champagne balloons (8 pcs),Clear balloons(10 pcs),white balloon ribbon (1 roll). Just enjoy your party with these pearl white gold balloons. Premium Quality: Crafted from thick natural latex, these pearl white gold balloons are thicker and sturdier than standard options, ensuring long-lasting and safe use. Compatible with helium and air, they are resistant to easy breakage, adding convenience and peace of mind. Effortless Installation: Using either air or helium, decorating for any occasion becomes effortless. Inflate these party balloons with a pump or helium, ensuring that floating balloons are filled with pure helium. Secure them with the provided ribbons for a polished look. Widely Occasions: Right for a range of lively events such as Bride parties, wedding,anniversary, bachelorette parties,birthday parties,baby shower, our pearl white gold wedding party decorations add a touch of charm and romance to any gathering. Customer Satisfaction Assurance: We are dedicated to providing outstanding products and customer service. If you have any issues with your balloons, feel easy to reach us for any help you need. Create unforgettable memories with our exceptional party decorations!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Pearl White Gold\"}],\n\"promotion_items\": [{\"title\": \"Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B09WMSZ5WZ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration\", \"asin\": \"B0DK1MBFZB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloons Set, 60 Packs 12 Inch Double Stuffed Beige Boho Balloons with Metallic Chrome Champagne Nude Neutral Cream Balloon for Bridal Shower Baby Shower Birthday Wedding Party Decoration\", \"asin\": \"B0C7ZXXW43\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gol...\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold and White Balloons, 60Pcs Beige White Sand Metallic Gold Pearl White...\", \"asin\": \"B0C43MJZ8T\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"White Gold and Beige Balloons, 50 pcs 12inch Sand White Gold Clear Balloons Metalli...\", \"asin\": \"B0DJRMVQXF\", \"price\": \"$4.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Brown Heart Balloons, 12Pcs Brown Apricot Foil Balloons, Beige Coffee Foil He...\", \"asin\": \"B0DK3PW3QW\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B09WMSZ5WZ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloons Set, 60 Packs 12 Inch Double Stuffed Beige Boho Balloons with Metallic Chrome Champagne Nude Neutral Cream Balloon for Bridal Shower Baby Shower Birthday Wedding Party Decoration\", \"asin\": \"B0C7ZXXW43\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold White Sand Confetti Balloons, 50pcs 12 inch Beige Gold Nude Neutral Balloons for Baby Shower Birthday Wedding Bride Shower Party Decoration\\u2026\", \"asin\": \"B0CW1MP1ZK\", \"price\": \"$7.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:23:59.161Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"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\"search_term\": [{\"term\": \"balloon birthday\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0D9J8ZWXT\"},\n{\"title\": \"Beige White Gold Balloons,12 Inchs Sand White Metallic Champagne Clear Bride Balloons for Girls Wedding Anniversary Bachelorette Party Boho Bridal Shower Birthday Decorations\"},\n{\"price\": \"$7.89\"},\n{\"bullet_list\": \"Pearl White Gold Balloons: Package comes with 12 inch sand white balloons(10 pcs), nude balloons(7 pcs),metallic champagne balloons (8 pcs),Clear balloons(10 pcs),white balloon ribbon (1 roll). Just enjoy your party with these pearl white gold balloons. Premium Quality: Crafted from thick natural latex, these pearl white gold balloons are thicker and sturdier than standard options, ensuring long-lasting and safe use. Compatible with helium and air, they are resistant to easy breakage, adding convenience and peace of mind. Effortless Installation: Using either air or helium, decorating for any occasion becomes effortless. Inflate these party balloons with a pump or helium, ensuring that floating balloons are filled with pure helium. Secure them with the provided ribbons for a polished look. Widely Occasions: Right for a range of lively events such as Bride parties, wedding,anniversary, bachelorette parties,birthday parties,baby shower, our pearl white gold wedding party decorations add a touch of charm and romance to any gathering. Customer Satisfaction Assurance: We are dedicated to providing outstanding products and customer service. If you have any issues with your balloons, feel easy to reach us for any help you need. Create unforgettable memories with our exceptional party decorations!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Sand White Gold\"}],\n\"promotion_items\": [{\"title\": \"Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B09WMSZ5WZ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration\", \"asin\": \"B0DK1MBFZB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloons Set, 60 Packs 12 Inch Double Stuffed Beige Boho Balloons with Metallic Chrome Champagne Nude Neutral Cream Balloon for Bridal Shower Baby Shower Birthday Wedding Party Decoration\", \"asin\": \"B0C7ZXXW43\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gol...\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold and White Balloons, 60Pcs Beige White Sand Metallic Gold Pearl White...\", \"asin\": \"B0C43MJZ8T\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"White Gold and Beige Balloons, 50 pcs 12inch Sand White Gold Clear Balloons Metalli...\", \"asin\": \"B0DJRMVQXF\", \"price\": \"$4.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Brown Heart Balloons, 12Pcs Brown Apricot Foil Balloons, Beige Coffee Foil He...\", \"asin\": \"B0DK3PW3QW\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B09WMSZ5WZ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloons Set, 60 Packs 12 Inch Double Stuffed Beige Boho Balloons with Metallic Chrome Champagne Nude Neutral Cream Balloon for Bridal Shower Baby Shower Birthday Wedding Party Decoration\", \"asin\": \"B0C7ZXXW43\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold White Sand Confetti Balloons, 50pcs 12 inch Beige Gold Nude Neutral Balloons for Baby Shower Birthday Wedding Bride Shower Party Decoration\\u2026\", \"asin\": \"B0CW1MP1ZK\", \"price\": \"$7.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:24:03.760Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:24:03.760Z	click	product_option	rule	train	1,359	2025-04-05T20:24:03.760Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "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": "balloon birthday"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "product_details": [{"asin": "B0D9J8ZWXT"}, {"title": "Beige White Gold Balloons,12 Inchs Sand White Metallic Champagne Clear Bride Balloons for Girls Wedding Anniversary Bachelorette Party Boho Bridal Shower Birthday Decorations"}, {"price": "$7.89"}, {"bullet_list": "Pearl White Gold Balloons: Package comes with 12 inch sand white balloons(10 pcs), nude balloons(7 pcs),metallic champagne balloons (8 pcs),Clear balloons(10 pcs),white balloon ribbon (1 roll). Just enjoy your party with these pearl white gold balloons. Premium Quality: Crafted from thick natural latex, these pearl white gold balloons are thicker and sturdier than standard options, ensuring long-lasting and safe use. Compatible with helium and air, they are resistant to easy breakage, adding convenience and peace of mind. Effortless Installation: Using either air or helium, decorating for any occasion becomes effortless. Inflate these party balloons with a pump or helium, ensuring that floating balloons are filled with pure helium. Secure them with the provided ribbons for a polished look. Widely Occasions: Right for a range of lively events such as Bride parties, wedding,anniversary, bachelorette parties,birthday parties,baby shower, our pearl white gold wedding party decorations add a touch of charm and romance to any gathering. Customer Satisfaction Assurance: We are dedicated to providing outstanding products and customer service. If you have any issues with your balloons, feel easy to reach us for any help you need. Create unforgettable memories with our exceptional party decorations!"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Sand White Gold"}], "promotion_items": [{"title": "Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations", "asin": "B09WMSZ5WZ", "price": "$9.99", "quantity": ""}, {"title": "Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration", "asin": "B0DK1MBFZB", "price": "$8.99", "quantity": ""}, {"title": "White Sand Balloons Set, 60 Packs 12 Inch Double Stuffed Beige Boho Balloons with Metallic Chrome Champagne Nude Neutral Cream Balloon for Bridal Shower Baby Shower Birthday Wedding Party Decoration", "asin": "B0C7ZXXW43", "price": "$9.99", "quantity": ""}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gol...", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": ""}, {"title": "Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...", "asin": "B0CG8XPY28", "price": "$9.99", "quantity": ""}, {"title": "Champagne Gold and White Balloons, 60Pcs Beige White Sand Metallic Gold Pearl White...", "asin": "B0C43MJZ8T", "price": "$9.99", "quantity": ""}, {"title": "Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations", "asin": "B0DDPMW1FH", "price": "$8.99", "quantity": ""}, {"title": "White Gold and Beige Balloons, 50 pcs 12inch Sand White Gold Clear Balloons Metalli...", "asin": "B0DJRMVQXF", "price": "$4.99", "quantity": ""}, {"title": "Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations", "asin": "B0DDPMW1FH", "price": "$8.99", "quantity": ""}, {"title": "Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...", "asin": "B0CG8XPY28", "price": "$9.99", "quantity": ""}, {"title": "Cream Brown Heart Balloons, 12Pcs Brown Apricot Foil Balloons, Beige Coffee Foil He...", "asin": "B0DK3PW3QW", "price": "$8.99", "quantity": ""}, {"title": "Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations", "asin": "B09WMSZ5WZ", "price": "$9.99", "quantity": ""}, {"title": "White Sand Balloons Set, 60 Packs 12 Inch Double Stuffed Beige Boho Balloons with Metallic Chrome Champagne Nude Neutral Cream Balloon for Bridal Shower Baby Shower Birthday Wedding Party Decoration", "asin": "B0C7ZXXW43", "price": "$9.99", "quantity": ""}, {"title": "Blush Gold White Sand Confetti Balloons, 50pcs 12 inch Beige Gold Nude Neutral Balloons for Baby Shower Birthday Wedding Bride Shower Party Decoration\u2026", "asin": "B0CW1MP1ZK", "price": "$7.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:24:03.760Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:24:03.760Z\",\"action\": \"click\",\"acion_argument\": \"product_option\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:24:03.760Z\",\"action\": \"click\",\"acion_argument\": \"product_option\",}</answer>", "index": 1359, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"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\"search_term\": [{\"term\": \"balloon birthday\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0D9J8ZWXT\"},\n{\"title\": \"Beige White Gold Balloons,12 Inchs Sand White Metallic Champagne Clear Bride Balloons for Girls Wedding Anniversary Bachelorette Party Boho Bridal Shower Birthday Decorations\"},\n{\"price\": \"$7.89\"},\n{\"bullet_list\": \"Pearl White Gold Balloons: Package comes with 12 inch sand white balloons(10 pcs), nude balloons(7 pcs),metallic champagne balloons (8 pcs),Clear balloons(10 pcs),white balloon ribbon (1 roll). Just enjoy your party with these pearl white gold balloons. Premium Quality: Crafted from thick natural latex, these pearl white gold balloons are thicker and sturdier than standard options, ensuring long-lasting and safe use. Compatible with helium and air, they are resistant to easy breakage, adding convenience and peace of mind. Effortless Installation: Using either air or helium, decorating for any occasion becomes effortless. Inflate these party balloons with a pump or helium, ensuring that floating balloons are filled with pure helium. Secure them with the provided ribbons for a polished look. Widely Occasions: Right for a range of lively events such as Bride parties, wedding,anniversary, bachelorette parties,birthday parties,baby shower, our pearl white gold wedding party decorations add a touch of charm and romance to any gathering. Customer Satisfaction Assurance: We are dedicated to providing outstanding products and customer service. If you have any issues with your balloons, feel easy to reach us for any help you need. Create unforgettable memories with our exceptional party decorations!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Sand White Gold\"}],\n\"promotion_items\": [{\"title\": \"Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B09WMSZ5WZ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Pearl Balloons, 52 PCS 12 Inch Pearl white Double-Stuffed Balloons, Pearl White Pearl Sand White Double-Stuffed Pearl Ivory Latex Balloons for Birthday Baby Shower Wedding Bridal Party Decoration\", \"asin\": \"B0DK1MBFZB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloons Set, 60 Packs 12 Inch Double Stuffed Beige Boho Balloons with Metallic Chrome Champagne Nude Neutral Cream Balloon for Bridal Shower Baby Shower Birthday Wedding Party Decoration\", \"asin\": \"B0C7ZXXW43\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gol...\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold and White Balloons, 60Pcs Beige White Sand Metallic Gold Pearl White...\", \"asin\": \"B0C43MJZ8T\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"White Gold and Beige Balloons, 50 pcs 12inch Sand White Gold Clear Balloons Metalli...\", \"asin\": \"B0DJRMVQXF\", \"price\": \"$4.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Brown Heart Balloons, 12Pcs Brown Apricot Foil Balloons, Beige Coffee Foil He...\", \"asin\": \"B0DK3PW3QW\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Jonhamwelbor Sand White Balloons 12 inch 100 Pack Matte Cream Ivory Color Latex Helium Balloons for Wedding Birthday Baby Shower Decorations\", \"asin\": \"B09WMSZ5WZ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloons Set, 60 Packs 12 Inch Double Stuffed Beige Boho Balloons with Metallic Chrome Champagne Nude Neutral Cream Balloon for Bridal Shower Baby Shower Birthday Wedding Party Decoration\", \"asin\": \"B0C7ZXXW43\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold White Sand Confetti Balloons, 50pcs 12 inch Beige Gold Nude Neutral Balloons for Baby Shower Birthday Wedding Bride Shower Party Decoration\\u2026\", \"asin\": \"B0CW1MP1ZK\", \"price\": \"$7.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:24:03.760Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"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\"search_term\": [{\"term\": \"balloon birthday\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0D9J3Y8Y6\"},\n{\"title\": \"Sand White Gold Balloons, 12 Inchs Nude Metallic Gold Neutral Balloons for Girls Women Birthday Boho Wedding Anniversary Engagement Bridal Home Party Baby Shower Decorations\"},\n{\"price\": \"$7.89\"},\n{\"bullet_list\": \"Sand White Gold Balloons: Package comes with 12 inch retro ivory (7 pcs),white balloon ribbon (1 roll). Just enjoy your party with these sand white gold balloons.All of our party balloons are transported in vacuum packaging to prevent oxidation during transportation. You just need to open the packaging and use it. Premium Quality: Crafted from thick natural latex, these sand white gold balloons are thicker and sturdier than standard options, ensuring long-lasting and safe use. Compatible with helium and air, they are resistant to easy breakage, adding convenience and peace of mind. Effortless Installation: Using either air or helium, decorating for any occasion becomes effortless. Inflate these party balloons with a pump or helium, ensuring that floating balloons are filled with pure helium. Secure them with the provided ribbons for a polished look. Widely Occasions: Right for a range of lively events such as women happy birthday parties, boho wedding,engagement,bridal,home party,baby shower, wedding, our sand white gold party decorations add a touch of charm and romance to any gathering. Customer Satisfaction Assurance: We are dedicated to providing outstanding products and customer service. If you have any issues with your balloons, feel easy to reach us for any help you need. Create unforgettable memories with our exceptional party decorations!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Pearl White Gold\"}],\n\"promotion_items\": [{\"title\": \"Blush Gold Beige Neutral Balloons, 50pcs 12 inch Neutral Balloons Blush Gold Beige ...\", \"asin\": \"B0BDZRJZ7Q\", \"price\": \"$7.98\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold Beige Neutral Balloons 50pcs 12 inch Blush Champagne Gold Latex Balloons...\", \"asin\": \"B0CXJ5H4YT\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"White and Gold Balloons, 12 Inch White Sand Gold Metallic Latex Balloons, Beige Gold Party Balloons for Boho Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0D11Z83MN\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Bezente Nude Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Sand Nude Balloons for Birthday Wedding Baby Shower Party Decorations\", \"asin\": \"B0BY8KT8BB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"16 Inch Happy Birthday Balloon, White Sand Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B0CJC46TQZ\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner Beige,16 Inch Cream White Mylar Foil Letters Birthda...\", \"asin\": \"B0CRTRPW6M\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"30 Pcs Heart Shaped Balloons 18in Brown Nude Tan Cream Caramel Foil Mylar Balloons ...\", \"asin\": \"B0C37V6T4P\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloons 84 pcs Sand White Balloons Garland Arch Kit 5 inch +12 inch +18...\", \"asin\": \"B09KN6H9J3\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold Beige Neutral Balloons 50pcs 12 inch Blush Champagne Gold Latex Balloons...\", \"asin\": \"B0CXJ5H4YT\", \"price\": \"$9.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:24:09.052Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-05T20:24:09.052Z	click	product_option	rule	train	1,360	2025-04-05T20:24:09.052Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "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": "balloon birthday"}], "cart_items": [{"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$15.99", "quantity": "1"}], "product_details": [{"asin": "B0D9J3Y8Y6"}, {"title": "Sand White Gold Balloons, 12 Inchs Nude Metallic Gold Neutral Balloons for Girls Women Birthday Boho Wedding Anniversary Engagement Bridal Home Party Baby Shower Decorations"}, {"price": "$7.89"}, {"bullet_list": "Sand White Gold Balloons: Package comes with 12 inch retro ivory (7 pcs),white balloon ribbon (1 roll). Just enjoy your party with these sand white gold balloons.All of our party balloons are transported in vacuum packaging to prevent oxidation during transportation. You just need to open the packaging and use it. Premium Quality: Crafted from thick natural latex, these sand white gold balloons are thicker and sturdier than standard options, ensuring long-lasting and safe use. Compatible with helium and air, they are resistant to easy breakage, adding convenience and peace of mind. Effortless Installation: Using either air or helium, decorating for any occasion becomes effortless. Inflate these party balloons with a pump or helium, ensuring that floating balloons are filled with pure helium. Secure them with the provided ribbons for a polished look. Widely Occasions: Right for a range of lively events such as women happy birthday parties, boho wedding,engagement,bridal,home party,baby shower, wedding, our sand white gold party decorations add a touch of charm and romance to any gathering. Customer Satisfaction Assurance: We are dedicated to providing outstanding products and customer service. If you have any issues with your balloons, feel easy to reach us for any help you need. Create unforgettable memories with our exceptional party decorations!"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Pearl White Gold"}], "promotion_items": [{"title": "Blush Gold Beige Neutral Balloons, 50pcs 12 inch Neutral Balloons Blush Gold Beige ...", "asin": "B0BDZRJZ7Q", "price": "$7.98", "quantity": ""}, {"title": "Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations", "asin": "B0DDPMW1FH", "price": "$8.99", "quantity": ""}, {"title": "Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...", "asin": "B0CHS3HWQF", "price": "$8.49", "quantity": ""}, {"title": "Blush Gold Beige Neutral Balloons 50pcs 12 inch Blush Champagne Gold Latex Balloons...", "asin": "B0CXJ5H4YT", "price": "$9.99", "quantity": ""}, {"title": "Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...", "asin": "B0CG8XPY28", "price": "$9.99", "quantity": ""}, {"title": "White and Gold Balloons, 12 Inch White Sand Gold Metallic Latex Balloons, Beige Gold Party Balloons for Boho Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0D11Z83MN", "price": "$8.99", "quantity": ""}, {"title": "Bezente Nude Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Sand Nude Balloons for Birthday Wedding Baby Shower Party Decorations", "asin": "B0BY8KT8BB", "price": "$8.99", "quantity": ""}, {"title": "16 Inch Happy Birthday Balloon, White Sand Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies", "asin": "B0CJC46TQZ", "price": "$5.99", "quantity": ""}, {"title": "Happy Birthday Balloons Banner Beige,16 Inch Cream White Mylar Foil Letters Birthda...", "asin": "B0CRTRPW6M", "price": "$7.99", "quantity": ""}, {"title": "30 Pcs Heart Shaped Balloons 18in Brown Nude Tan Cream Caramel Foil Mylar Balloons ...", "asin": "B0C37V6T4P", "price": "$11.99", "quantity": ""}, {"title": "White Sand Balloons 84 pcs Sand White Balloons Garland Arch Kit 5 inch +12 inch +18...", "asin": "B09KN6H9J3", "price": "$9.99", "quantity": ""}, {"title": "Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations", "asin": "B0DDPMW1FH", "price": "$8.99", "quantity": ""}, {"title": "Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...", "asin": "B0CHS3HWQF", "price": "$8.49", "quantity": ""}, {"title": "Blush Gold Beige Neutral Balloons 50pcs 12 inch Blush Champagne Gold Latex Balloons...", "asin": "B0CXJ5H4YT", "price": "$9.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-05T20:24:09.052Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-05T20:24:09.052Z\",\"action\": \"click\",\"acion_argument\": \"product_option\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-05T20:24:09.052Z\",\"action\": \"click\",\"acion_argument\": \"product_option\",}</answer>", "index": 1360, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"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\"search_term\": [{\"term\": \"balloon birthday\"}],\n\"cart_items\": [{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$15.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0D9J3Y8Y6\"},\n{\"title\": \"Sand White Gold Balloons, 12 Inchs Nude Metallic Gold Neutral Balloons for Girls Women Birthday Boho Wedding Anniversary Engagement Bridal Home Party Baby Shower Decorations\"},\n{\"price\": \"$7.89\"},\n{\"bullet_list\": \"Sand White Gold Balloons: Package comes with 12 inch retro ivory (7 pcs),white balloon ribbon (1 roll). Just enjoy your party with these sand white gold balloons.All of our party balloons are transported in vacuum packaging to prevent oxidation during transportation. You just need to open the packaging and use it. Premium Quality: Crafted from thick natural latex, these sand white gold balloons are thicker and sturdier than standard options, ensuring long-lasting and safe use. Compatible with helium and air, they are resistant to easy breakage, adding convenience and peace of mind. Effortless Installation: Using either air or helium, decorating for any occasion becomes effortless. Inflate these party balloons with a pump or helium, ensuring that floating balloons are filled with pure helium. Secure them with the provided ribbons for a polished look. Widely Occasions: Right for a range of lively events such as women happy birthday parties, boho wedding,engagement,bridal,home party,baby shower, wedding, our sand white gold party decorations add a touch of charm and romance to any gathering. Customer Satisfaction Assurance: We are dedicated to providing outstanding products and customer service. If you have any issues with your balloons, feel easy to reach us for any help you need. Create unforgettable memories with our exceptional party decorations!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Pearl White Gold\"}],\n\"promotion_items\": [{\"title\": \"Blush Gold Beige Neutral Balloons, 50pcs 12 inch Neutral Balloons Blush Gold Beige ...\", \"asin\": \"B0BDZRJZ7Q\", \"price\": \"$7.98\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold Beige Neutral Balloons 50pcs 12 inch Blush Champagne Gold Latex Balloons...\", \"asin\": \"B0CXJ5H4YT\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Nude White Gold Balloons, 60PCS Metallic Champagne Gold Cream White Clear Balloon W...\", \"asin\": \"B0CG8XPY28\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"White and Gold Balloons, 12 Inch White Sand Gold Metallic Latex Balloons, Beige Gold Party Balloons for Boho Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0D11Z83MN\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Bezente Nude Balloons Latex Party Balloons - 100 Pack 12 inch Round Helium Sand Nude Balloons for Birthday Wedding Baby Shower Party Decorations\", \"asin\": \"B0BY8KT8BB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"16 Inch Happy Birthday Balloon, White Sand Happy Birthday Balloons Banner Aluminum Foil Letters Balloons for Birthday Party Decorations Supplies\", \"asin\": \"B0CJC46TQZ\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Happy Birthday Balloons Banner Beige,16 Inch Cream White Mylar Foil Letters Birthda...\", \"asin\": \"B0CRTRPW6M\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"30 Pcs Heart Shaped Balloons 18in Brown Nude Tan Cream Caramel Foil Mylar Balloons ...\", \"asin\": \"B0C37V6T4P\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"White Sand Balloons 84 pcs Sand White Balloons Garland Arch Kit 5 inch +12 inch +18...\", \"asin\": \"B09KN6H9J3\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Champagne Gold Cream Heart Balloons,12Pcs 18 Inch Beige Foil Mylar Love Heart Shaped Balloons for Birthday Party Wedding Engagement Anniversary Graduation Baby Shower Valentines Day Decorations\", \"asin\": \"B0DDPMW1FH\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Cream Happy Birthday Balloon Banner, Neutral Beige Happy Birthday Foil Balloon, 16 ...\", \"asin\": \"B0CHS3HWQF\", \"price\": \"$8.49\", \"quantity\": \"\"},\n{\"title\": \"Blush Gold Beige Neutral Balloons 50pcs 12 inch Blush Champagne Gold Latex Balloons...\", \"asin\": \"B0CXJ5H4YT\", \"price\": \"$9.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T20:24:09.052Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:50:32.192Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-10T17:50:32.192Z	input	Rael	rule	train	1,361	2025-04-10T17:50:32.192Z	input	Rael	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} <\|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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-10T17:50:32.192Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-10T17:50:32.192Z\",\"action\": \"input\",\"acion_argument\": \"Rael\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-10T17:50:32.192Z\",\"action\": \"input\",\"acion_argument\": \"Rael\",}</answer>", "index": 1361, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:50:32.192Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\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\"search_term\": [{\"term\": \"Rael\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:50:32.387Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-10T17:50:32.387Z	click	search	rule	train	1,362	2025-04-10T17:50:32.387Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} <\|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": "Rael"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-10T17:50:32.387Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-10T17:50:32.387Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-10T17:50:32.387Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1362, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\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\"search_term\": [{\"term\": \"Rael\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:50:32.387Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"Rael\"}],\n\"cart_items\": [{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$8.19\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\\n56 Count (Pack of 1)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\\n12 Count (Pack of 1)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\\nAll Skin Type96 Count (Pack of 1)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Organic Cotton Wipes - Body Cloth, Individually Wrapped, All Skin Types, Vegan, Cruelty-Free, Unscented (10 Count, Pack of 2)\\nWipes10 Count (Pack of 2)\", \"asin\": \"B07NJ5FY6T\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\\nPowder30 Servings (Pack of 1)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\\n56 Count (Pack of 1)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\\n44 Count\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\\n12 Count (Pack of 1)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\\n30 Count (Pack of 1)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\\nAll Skin Type96 Count (Pack of 1)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)\", \"asin\": \"B0713WMZM9\", \"price\": \"$18.35\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Disposable Underwear for Women, Organic Cotton Cover - Postpartum Essentials, Leak Locker, Unscented, Maximum Coverage (Size L-XL, 20 Count)\", \"asin\": \"B0B836FZFB\", \"price\": \"$25.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, Large) Bundle\", \"asin\": \"B07BNTBPQX\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested\", \"asin\": \"B0BBSPCH3J\", \"price\": \"$15.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)\", \"asin\": \"B0B7TMKYBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 28 Count)\", \"asin\": \"B07KJSSRYR\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Panty Liners for Women, Organic Cotton Cover - Long Pantiliners, Light Absorbency, Unscented, Chlorine Free (Long, 80 Count)\", \"asin\": \"B075DJ2HM4\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Feminine Wash, Foaming Cleansing Wash - pH Balance Intimate Wash Women, Unscented, Sensitive Skin, All Skin Types, Vegan, Cruelty Free (5oz, 2 Pack)\", \"asin\": \"B071LTMYQN\", \"price\": \"$17.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Long, 72 Count)\", \"asin\": \"B08B85NH87\", \"price\": \"$17.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT\", \"asin\": \"B09S2GZZ94\", \"price\": \"$11.47\", \"delivery\": \"FREE delivery for Prime members Temporarily out of stock.\"},\n{\"title\": \"Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Miracle Clear Face Wash \\u2013 Gentle Exfoliating Cleanser with Succinic Acid & Minerals, Hydrating Formula for Daily Use, Ideal for Acne-Prone, Dry, Sensitive & Oily Skin, Vegan (5 fl oz)\", \"asin\": \"B09KG8B2QK\", \"price\": \"$9.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Clean\\u00b2 Pads 2.0 [NEW & IMPROVED EDGES] Guaranteed Not to Shed & Tear Face Pads, Unique Triple Layers, Textured & Ultra Soft Side, Organic Disposable Cotton, Pair with Makeup Remover\", \"asin\": \"B0B3NHT4J8\", \"price\": \"$7.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Herbal Heating Patches, Period Cramps Relief, Heat Therapy, Ultra Thin Design, Large Size for Extra Coverage, All Skin Types (8 Count)\", \"asin\": \"B09S2Y1G7B\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Feminine Wipes, Flushable pH Balanced Wipe, Travel Size, All Skin Types, Paraben-Free, Daily Use (10 Count, Pack of 4)\", \"asin\": \"B07CTCGDNQ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (20 Count)\", \"asin\": \"B08H37DY6F\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Feminine Care, Period Essential for Women - Organic Cotton Cover Regular & Overnight Pads for Women, Regular Panty Liners and Feminine Wipes\", \"asin\": \"B079X5KN3Z\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Moisturizer, Miracle Clear Barrier Cream, Lightweight Hydration for Oily and Acne Prone, with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (1.8 fl oz)\", \"asin\": \"B09KFL42C8\", \"price\": \"$12.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ultra Thin Pads for Women, Overnight Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 96 CT\", \"asin\": \"B0CPD7P1K3\", \"price\": \"$21.44\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Microcrystal Spot Cover - Hydrocolloid Acne Patch with Tea Tree Oil, Early Stage Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (36 Count)\", \"asin\": \"B07P9DJNST\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Miracle Clear Face Wash \\u2013 Gentle Exfoliating Cleanser with Succinic Acid & Minerals, Hydrating Formula for Daily Use, Ideal for Acne-Prone, Dry, Sensitive & Oily Skin, Vegan (5 fl oz)\", \"asin\": \"B09KG8B2QK\", \"price\": \"$9.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Retinol Chin Mask with Miracle Clear Barrier Cream - Face Masks and Moisturizer, 2 Step Treatment, Niacinamide, Ceramide NP, for All Skin Types, Vegan, Korean Skincare (5 Kits)\", \"asin\": \"B0DD117W6R\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Serum for Face, Miracle Clear Complete Acne Treatment - 1.5% Salicylic Acid, 2% Niacinamide, 0.5% Zinc, Pore Minimizer, Even Skin Tone, Korean Skincare (1 fl oz, 30ml)\", \"asin\": \"B0D6V4PPDQ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mask Skin Care, Hydrating Face Masks - Bamboo Facial Sheet Mask, Korean Skincare, Dewy Skin Care, Hydrating and Moisturizing, made with Fruit Extracts, All Skin Types (Hydration, 5 Sheets)\", \"asin\": \"B07733WGKG\", \"price\": \"$14.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cotton Pads for Face - Facial Sponge, Square Pad Use with Toner, Makeup Remover, Lint-Free, Soft and Thin, Korean Skin Care (200 Count)\", \"asin\": \"B087CBSZZJ\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Toner for Face, Miracle Clear - Reducing Pores and Oils with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (5.1 fl oz)\", \"asin\": \"B09KFRSNFL\", \"price\": \"$11.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Organic Cotton Wipes - Body Cloth, Individually Wrapped, All Skin Types, Vegan, Cruelty-Free, Unscented (10 Count, Pack of 4)\", \"asin\": \"B07PQCCHBG\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle XL Spot Control Cover - Hydrocolloid Acne Patch for Face, Zits & Blemish, Back and Body, Korean Skin Care, Vegan, Cruelty Free (6 Count)\", \"asin\": \"B09DKBXV1B\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover - Incontinence Essential for Women, Bladder Control, Thin Cloth, Leak-Free, Machine Safe (Petite, 3 Count)\", \"asin\": \"B072BWF796\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Acne Spot Treatment, Miracle Clear Soothing Spot Gel Pen - Acne Gel, Pimple and Blemish Treatment, Korean Skincare, for Early Stage, Succinic Acid, Tea Tree, Cica, Vegan, Cruelty Free (0.14 oz)\", \"asin\": \"B0B7TVQXBX\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 12\"},\n{\"title\": \"Pimple Patches, Invisible & Microcrystal Spot Cover - Hydrocolloid Acne Patch for Face, Zit and Blemish, Breakouts, Vegan, Korean Skin Care (33 Count)\", \"asin\": \"B07VVFC4W9\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Exfoliator, Miracle Clear Triple Exfoliant Gel Serum - Glycolic, Hyaluronic Acid, 15% AHA, BHA, PHA, Hydration, Korean Skin Care, Vegan, Cruelty Free (1.7 fl oz, 50ml)\", \"asin\": \"B0D6WLCFCC\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested\", \"asin\": \"B0BBSPCH3J\", \"price\": \"$15.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Feminine Spray, Soothing Mist, pH Balanced, Intimate Care for Women, Unscented, On-the-Go, Clean Ingredients, Irritation & Odor Support (1.7 Fl Oz, Pack of 2)\", \"asin\": \"B0942M2W37\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Spot Corrector Cream for Dark Spots, Brightening Serum, with Hydrating Hyaluronic Acid, Cica and Willow Bark Extract, Vegan, Korean Skin Care (0.68oz)\", \"asin\": \"B0897ZFHX2\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)\", \"asin\": \"B0B7TMKYBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"PMS Supplement, Hormone Balance for Women, Relief from Menstrual Cramps, Period Bloating, Mood Swings Treatment with Turmeric, Ginger, Magnesium, No NSAIDs, Vegan (28 Capsules)\", \"asin\": \"B0CMW6WT54\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Apr 17 - 21 for Prime members\"},\n{\"title\": \"Period Cups, Soft Reusable Menstrual Cup for Women, Medical-Grade Silicone, Light Flow, BPA-Free, Made in USA, Tampon and Pad Alternative (Mini)\", \"asin\": \"B08QV58WW1\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Skin Care, Facial Toner - Hydrating Toner for Sensitive Skin, Korean Skincare, All Skin Type, Vitamin B5, Hyaluronic Acid, Cruelty Free (5.07 oz)\", \"asin\": \"B0898K7PM9\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Mon, Apr 21 Only 6 left in stock - order soon.\"},\n{\"title\": \"Skin Care, Cleansing Water for Face - Gentle Daily Makeup Remover & Cleanser, Korean Skincare, All Skin Types, H3O Hyaluronic Acid and Cica Extract, Cruelty Free (5.07oz)\", \"asin\": \"B0897YWVW2\", \"price\": \"$24.95\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Skin Care, Face Moisturizer - Moisturizer for Face, Nourishing Gel Cream, Korean Skincare, All Skin Types, Hyaluronic Acid & Sunflower Seed Oil, Hydrating, Lightweight, Cruelty Free (1.69 oz)\", \"asin\": \"B0898MPRC8\", \"price\": \"$22.00\", \"delivery\": \"FREE delivery Thu, Apr 24 Only 11 left in stock - order soon.\"},\n{\"title\": \"Pain Relief Cream Roll-On \\u2013 Fast-Absorbing Formula with Camphor, Menthol, and Magnesium, Essential for Women (1.7 fl oz, 50 ml)\", \"asin\": \"B0DY9Z9FTZ\"},\n{\"title\": \"Skin Care, Creamy Moisture Facial Mist Spray - Hydrating Facial Spray, Korean Skincare, All Skin Types, with Hyaluronic Acid and Purifying Bamboo Extract, For On-The-Go, Cruelty Free (1.69oz)\", \"asin\": \"B0898J6GR8\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Skin Care, Hyaluronic Acid - Serum for Face, Freeze dried HA Concentrate, Korean Skincare, All Skin Types, Daily Use, Hydrating, Fragrance Free, Cruelty Free Skin Care (6 count)\", \"asin\": \"B0897Y1ZTJ\", \"price\": \"$23.95\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover Pad - Postpartum and Period Essential, Heavy Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Overnight)\", \"asin\": \"B06X6HQ53S\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover - Postpartum and Period Essential, Moderate Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Regular)\", \"asin\": \"B011ZBFOLM\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Organic Cotton Cover Pads, Regular, 14 Count\", \"asin\": \"B07X5LJSQ8\"},\n{\"title\": \"Beauty Travel Size Miracle Patch Duo, Invisible Spot Control Cover, 12 - Size 12mm / 3 - Size 31 mm - Pack of 2\", \"asin\": \"B0DZDRWD6S\", \"price\": \"$13.45\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 11 left in stock - order soon.\"},\n{\"title\": \"Tampons Made With Organic Cotton Super\", \"asin\": \"B07VTM87CD\", \"price\": \"$9.60\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Compact Tampons Made With Organic Cotton Super\", \"asin\": \"B08YSZR4LH\", \"price\": \"$9.60\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 12 Only 10 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:50:42.284Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-10T17:50:42.284Z	click_product	B0CMDJNG4L	rule	train	1,363	2025-04-10T17:50:42.284Z	click_product	B0CMDJNG4L	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} <\|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": "Rael"}], "cart_items": [{"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$8.19", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "promotion_items": [{"title": "Rael Pads For Women, Organic Cotton Cover Pads - 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Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)", "asin": "B0713WMZM9", "price": "$18.35", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)", "asin": "B071NLD52C", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Disposable Underwear for Women, Organic Cotton Cover - Postpartum Essentials, Leak Locker, Unscented, Maximum Coverage (Size L-XL, 20 Count)", "asin": "B0B836FZFB", "price": "$25.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}, {"title": "Pads for Women, Organic Cotton Cover - Period Pads with Wings, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, Large) Bundle", "asin": "B07BNTBPQX", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)", "asin": "B07G1VKCND", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)", "asin": "B091JGY2YP", "price": "$16.78", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested", "asin": "B0BBSPCH3J", "price": "$15.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)", "asin": "B0CMDJNG4L", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)", "asin": "B0B7TMKYBR", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 28 Count)", "asin": "B07KJSSRYR", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Panty Liners for Women, Organic Cotton Cover - Long Pantiliners, Light Absorbency, Unscented, Chlorine Free (Long, 80 Count)", "asin": "B075DJ2HM4", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Feminine Wash, Foaming Cleansing Wash - pH Balance Intimate Wash Women, Unscented, Sensitive Skin, All Skin Types, Vegan, Cruelty Free (5oz, 2 Pack)", "asin": "B071LTMYQN", "price": "$17.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)", "asin": "B083C6BYG9", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Long, 72 Count)", "asin": "B08B85NH87", "price": "$17.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)", "asin": "B083C6BYG9", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT", "asin": "B09S2GZZ94", "price": "$11.47", "delivery": "FREE delivery for Prime members Temporarily out of stock."}, {"title": "Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)", "asin": "B0CMRGBPBR", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Miracle Clear Face Wash \u2013 Gentle Exfoliating Cleanser with Succinic Acid & Minerals, Hydrating Formula for Daily Use, Ideal for Acne-Prone, Dry, Sensitive & Oily Skin, Vegan (5 fl oz)", "asin": "B09KG8B2QK", "price": "$9.09", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Clean\u00b2 Pads 2.0 [NEW & IMPROVED EDGES] Guaranteed Not to Shed & Tear Face Pads, Unique Triple Layers, Textured & Ultra Soft Side, Organic Disposable Cotton, Pair with Makeup Remover", "asin": "B0B3NHT4J8", "price": "$7.95", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Herbal Heating Patches, Period Cramps Relief, Heat Therapy, Ultra Thin Design, Large Size for Extra Coverage, All Skin Types (8 Count)", "asin": "B09S2Y1G7B", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Feminine Wipes, Flushable pH Balanced Wipe, Travel Size, All Skin Types, Paraben-Free, Daily Use (10 Count, Pack of 4)", "asin": "B07CTCGDNQ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (20 Count)", "asin": "B08H37DY6F", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Feminine Care, Period Essential for Women - Organic Cotton Cover Regular & Overnight Pads for Women, Regular Panty Liners and Feminine Wipes", "asin": "B079X5KN3Z", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Face Moisturizer, Miracle Clear Barrier Cream, Lightweight Hydration for Oily and Acne Prone, with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (1.8 fl oz)", "asin": "B09KFL42C8", "price": "$12.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Ultra Thin Pads for Women, Overnight Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 96 CT", "asin": "B0CPD7P1K3", "price": "$21.44", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle Microcrystal Spot Cover - Hydrocolloid Acne Patch with Tea Tree Oil, Early Stage Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (36 Count)", "asin": "B07P9DJNST", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Miracle Clear Face Wash \u2013 Gentle Exfoliating Cleanser with Succinic Acid & Minerals, Hydrating Formula for Daily Use, Ideal for Acne-Prone, Dry, Sensitive & Oily Skin, Vegan (5 fl oz)", "asin": "B09KG8B2QK", "price": "$9.09", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Retinol Chin Mask with Miracle Clear Barrier Cream - Face Masks and Moisturizer, 2 Step Treatment, Niacinamide, Ceramide NP, for All Skin Types, Vegan, Korean Skincare (5 Kits)", "asin": "B0DD117W6R", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Serum for Face, Miracle Clear Complete Acne Treatment - 1.5% Salicylic Acid, 2% Niacinamide, 0.5% Zinc, Pore Minimizer, Even Skin Tone, Korean Skincare (1 fl oz, 30ml)", "asin": "B0D6V4PPDQ", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Face Mask Skin Care, Hydrating Face Masks - Bamboo Facial Sheet Mask, Korean Skincare, Dewy Skin Care, Hydrating and Moisturizing, made with Fruit Extracts, All Skin Types (Hydration, 5 Sheets)", "asin": "B07733WGKG", "price": "$14.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cotton Pads for Face - Facial Sponge, Square Pad Use with Toner, Makeup Remover, Lint-Free, Soft and Thin, Korean Skin Care (200 Count)", "asin": "B087CBSZZJ", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Toner for Face, Miracle Clear - Reducing Pores and Oils with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (5.1 fl oz)", "asin": "B09KFRSNFL", "price": "$11.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Organic Cotton Wipes - Body Cloth, Individually Wrapped, All Skin Types, Vegan, Cruelty-Free, Unscented (10 Count, Pack of 4)", "asin": "B07PQCCHBG", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle XL Spot Control Cover - Hydrocolloid Acne Patch for Face, Zits & Blemish, Back and Body, Korean Skin Care, Vegan, Cruelty Free (6 Count)", "asin": "B09DKBXV1B", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)", "asin": "B0CMRGBPBR", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)", "asin": "B0CMDJNG4L", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Rael Reusable Pads, Organic Cotton Cover - Incontinence Essential for Women, Bladder Control, Thin Cloth, Leak-Free, Machine Safe (Petite, 3 Count)", "asin": "B072BWF796", "price": "$28.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Acne Spot Treatment, Miracle Clear Soothing Spot Gel Pen - Acne Gel, Pimple and Blemish Treatment, Korean Skincare, for Early Stage, Succinic Acid, Tea Tree, Cica, Vegan, Cruelty Free (0.14 oz)", "asin": "B0B7TVQXBX", "price": "$12.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"}, {"title": "Pimple Patches, Invisible & Microcrystal Spot Cover - Hydrocolloid Acne Patch for Face, Zit and Blemish, Breakouts, Vegan, Korean Skin Care (33 Count)", "asin": "B07VVFC4W9", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Face Exfoliator, Miracle Clear Triple Exfoliant Gel Serum - Glycolic, Hyaluronic Acid, 15% AHA, BHA, PHA, Hydration, Korean Skin Care, Vegan, Cruelty Free (1.7 fl oz, 50ml)", "asin": "B0D6WLCFCC", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested", "asin": "B0BBSPCH3J", "price": "$15.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Feminine Spray, Soothing Mist, pH Balanced, Intimate Care for Women, Unscented, On-the-Go, Clean Ingredients, Irritation & Odor Support (1.7 Fl Oz, Pack of 2)", "asin": "B0942M2W37", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Spot Corrector Cream for Dark Spots, Brightening Serum, with Hydrating Hyaluronic Acid, Cica and Willow Bark Extract, Vegan, Korean Skin Care (0.68oz)", "asin": "B0897ZFHX2", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)", "asin": "B0B7TMKYBR", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "PMS Supplement, Hormone Balance for Women, Relief from Menstrual Cramps, Period Bloating, Mood Swings Treatment with Turmeric, Ginger, Magnesium, No NSAIDs, Vegan (28 Capsules)", "asin": "B0CMW6WT54", "price": "$14.99", "delivery": "FREE delivery Apr 17 - 21 for Prime members"}, {"title": "Period Cups, Soft Reusable Menstrual Cup for Women, Medical-Grade Silicone, Light Flow, BPA-Free, Made in USA, Tampon and Pad Alternative (Mini)", "asin": "B08QV58WW1", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Skin Care, Facial Toner - Hydrating Toner for Sensitive Skin, Korean Skincare, All Skin Type, Vitamin B5, Hyaluronic Acid, Cruelty Free (5.07 oz)", "asin": "B0898K7PM9", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 21 Only 6 left in stock - order soon."}, {"title": "Skin Care, Cleansing Water for Face - Gentle Daily Makeup Remover & Cleanser, Korean Skincare, All Skin Types, H3O Hyaluronic Acid and Cica Extract, Cruelty Free (5.07oz)", "asin": "B0897YWVW2", "price": "$24.95", "delivery": "FREE delivery Mon, Apr 21"}, {"title": "Skin Care, Face Moisturizer - Moisturizer for Face, Nourishing Gel Cream, Korean Skincare, All Skin Types, Hyaluronic Acid & Sunflower Seed Oil, Hydrating, Lightweight, Cruelty Free (1.69 oz)", "asin": "B0898MPRC8", "price": "$22.00", "delivery": "FREE delivery Thu, Apr 24 Only 11 left in stock - order soon."}, {"title": "Pain Relief Cream Roll-On \u2013 Fast-Absorbing Formula with Camphor, Menthol, and Magnesium, Essential for Women (1.7 fl oz, 50 ml)", "asin": "B0DY9Z9FTZ"}, {"title": "Skin Care, Creamy Moisture Facial Mist Spray - Hydrating Facial Spray, Korean Skincare, All Skin Types, with Hyaluronic Acid and Purifying Bamboo Extract, For On-The-Go, Cruelty Free (1.69oz)", "asin": "B0898J6GR8", "price": "$19.99", "delivery": "FREE delivery Mon, Apr 21"}, {"title": "Skin Care, Hyaluronic Acid - Serum for Face, Freeze dried HA Concentrate, Korean Skincare, All Skin Types, Daily Use, Hydrating, Fragrance Free, Cruelty Free Skin Care (6 count)", "asin": "B0897Y1ZTJ", "price": "$23.95", "delivery": "FREE delivery Mon, Apr 21"}, {"title": "Rael Reusable Pads, Organic Cotton Cover Pad - Postpartum and Period Essential, Heavy Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Overnight)", "asin": "B06X6HQ53S", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Rael Reusable Pads, Organic Cotton Cover - Postpartum and Period Essential, Moderate Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Regular)", "asin": "B011ZBFOLM", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Organic Cotton Cover Pads, Regular, 14 Count", "asin": "B07X5LJSQ8"}, {"title": "Beauty Travel Size Miracle Patch Duo, Invisible Spot Control Cover, 12 - Size 12mm / 3 - Size 31 mm - Pack of 2", "asin": "B0DZDRWD6S", "price": "$13.45", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 11 left in stock - order soon."}, {"title": "Tampons Made With Organic Cotton Super", "asin": "B07VTM87CD", "price": "$9.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Compact Tampons Made With Organic Cotton Super", "asin": "B08YSZR4LH", "price": "$9.60", "delivery": " Two-Day FREE delivery Sat, Apr 12 Only 10 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-10T17:50:42.284Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-10T17:50:42.284Z\",\"action\": \"click_product\",\"acion_argument\": \"B0CMDJNG4L\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-10T17:50:42.284Z\",\"action\": \"click_product\",\"acion_argument\": \"B0CMDJNG4L\",}</answer>", "index": 1363, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"Rael\"}],\n\"cart_items\": [{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$8.19\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\\n56 Count (Pack of 1)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\\n12 Count (Pack of 1)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\\nAll Skin Type96 Count (Pack of 1)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Organic Cotton Wipes - Body Cloth, Individually Wrapped, All Skin Types, Vegan, Cruelty-Free, Unscented (10 Count, Pack of 2)\\nWipes10 Count (Pack of 2)\", \"asin\": \"B07NJ5FY6T\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\\nPowder30 Servings (Pack of 1)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\\n56 Count (Pack of 1)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\\n44 Count\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\\n12 Count (Pack of 1)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\\n30 Count (Pack of 1)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\\nAll Skin Type96 Count (Pack of 1)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)\", \"asin\": \"B0713WMZM9\", \"price\": \"$18.35\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Disposable Underwear for Women, Organic Cotton Cover - Postpartum Essentials, Leak Locker, Unscented, Maximum Coverage (Size L-XL, 20 Count)\", \"asin\": \"B0B836FZFB\", \"price\": \"$25.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, Large) Bundle\", \"asin\": \"B07BNTBPQX\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested\", \"asin\": \"B0BBSPCH3J\", \"price\": \"$15.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)\", \"asin\": \"B0B7TMKYBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 28 Count)\", \"asin\": \"B07KJSSRYR\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Panty Liners for Women, Organic Cotton Cover - Long Pantiliners, Light Absorbency, Unscented, Chlorine Free (Long, 80 Count)\", \"asin\": \"B075DJ2HM4\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Feminine Wash, Foaming Cleansing Wash - pH Balance Intimate Wash Women, Unscented, Sensitive Skin, All Skin Types, Vegan, Cruelty Free (5oz, 2 Pack)\", \"asin\": \"B071LTMYQN\", \"price\": \"$17.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Long, 72 Count)\", \"asin\": \"B08B85NH87\", \"price\": \"$17.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT\", \"asin\": \"B09S2GZZ94\", \"price\": \"$11.47\", \"delivery\": \"FREE delivery for Prime members Temporarily out of stock.\"},\n{\"title\": \"Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Miracle Clear Face Wash \\u2013 Gentle Exfoliating Cleanser with Succinic Acid & Minerals, Hydrating Formula for Daily Use, Ideal for Acne-Prone, Dry, Sensitive & Oily Skin, Vegan (5 fl oz)\", \"asin\": \"B09KG8B2QK\", \"price\": \"$9.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Clean\\u00b2 Pads 2.0 [NEW & IMPROVED EDGES] Guaranteed Not to Shed & Tear Face Pads, Unique Triple Layers, Textured & Ultra Soft Side, Organic Disposable Cotton, Pair with Makeup Remover\", \"asin\": \"B0B3NHT4J8\", \"price\": \"$7.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Herbal Heating Patches, Period Cramps Relief, Heat Therapy, Ultra Thin Design, Large Size for Extra Coverage, All Skin Types (8 Count)\", \"asin\": \"B09S2Y1G7B\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Feminine Wipes, Flushable pH Balanced Wipe, Travel Size, All Skin Types, Paraben-Free, Daily Use (10 Count, Pack of 4)\", \"asin\": \"B07CTCGDNQ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (20 Count)\", \"asin\": \"B08H37DY6F\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Feminine Care, Period Essential for Women - Organic Cotton Cover Regular & Overnight Pads for Women, Regular Panty Liners and Feminine Wipes\", \"asin\": \"B079X5KN3Z\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Moisturizer, Miracle Clear Barrier Cream, Lightweight Hydration for Oily and Acne Prone, with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (1.8 fl oz)\", \"asin\": \"B09KFL42C8\", \"price\": \"$12.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ultra Thin Pads for Women, Overnight Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 96 CT\", \"asin\": \"B0CPD7P1K3\", \"price\": \"$21.44\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Microcrystal Spot Cover - Hydrocolloid Acne Patch with Tea Tree Oil, Early Stage Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (36 Count)\", \"asin\": \"B07P9DJNST\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Miracle Clear Face Wash \\u2013 Gentle Exfoliating Cleanser with Succinic Acid & Minerals, Hydrating Formula for Daily Use, Ideal for Acne-Prone, Dry, Sensitive & Oily Skin, Vegan (5 fl oz)\", \"asin\": \"B09KG8B2QK\", \"price\": \"$9.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Retinol Chin Mask with Miracle Clear Barrier Cream - Face Masks and Moisturizer, 2 Step Treatment, Niacinamide, Ceramide NP, for All Skin Types, Vegan, Korean Skincare (5 Kits)\", \"asin\": \"B0DD117W6R\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Serum for Face, Miracle Clear Complete Acne Treatment - 1.5% Salicylic Acid, 2% Niacinamide, 0.5% Zinc, Pore Minimizer, Even Skin Tone, Korean Skincare (1 fl oz, 30ml)\", \"asin\": \"B0D6V4PPDQ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mask Skin Care, Hydrating Face Masks - Bamboo Facial Sheet Mask, Korean Skincare, Dewy Skin Care, Hydrating and Moisturizing, made with Fruit Extracts, All Skin Types (Hydration, 5 Sheets)\", \"asin\": \"B07733WGKG\", \"price\": \"$14.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cotton Pads for Face - Facial Sponge, Square Pad Use with Toner, Makeup Remover, Lint-Free, Soft and Thin, Korean Skin Care (200 Count)\", \"asin\": \"B087CBSZZJ\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Toner for Face, Miracle Clear - Reducing Pores and Oils with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (5.1 fl oz)\", \"asin\": \"B09KFRSNFL\", \"price\": \"$11.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Organic Cotton Wipes - Body Cloth, Individually Wrapped, All Skin Types, Vegan, Cruelty-Free, Unscented (10 Count, Pack of 4)\", \"asin\": \"B07PQCCHBG\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle XL Spot Control Cover - Hydrocolloid Acne Patch for Face, Zits & Blemish, Back and Body, Korean Skin Care, Vegan, Cruelty Free (6 Count)\", \"asin\": \"B09DKBXV1B\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover - Incontinence Essential for Women, Bladder Control, Thin Cloth, Leak-Free, Machine Safe (Petite, 3 Count)\", \"asin\": \"B072BWF796\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Acne Spot Treatment, Miracle Clear Soothing Spot Gel Pen - Acne Gel, Pimple and Blemish Treatment, Korean Skincare, for Early Stage, Succinic Acid, Tea Tree, Cica, Vegan, Cruelty Free (0.14 oz)\", \"asin\": \"B0B7TVQXBX\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 12\"},\n{\"title\": \"Pimple Patches, Invisible & Microcrystal Spot Cover - Hydrocolloid Acne Patch for Face, Zit and Blemish, Breakouts, Vegan, Korean Skin Care (33 Count)\", \"asin\": \"B07VVFC4W9\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Exfoliator, Miracle Clear Triple Exfoliant Gel Serum - Glycolic, Hyaluronic Acid, 15% AHA, BHA, PHA, Hydration, Korean Skin Care, Vegan, Cruelty Free (1.7 fl oz, 50ml)\", \"asin\": \"B0D6WLCFCC\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested\", \"asin\": \"B0BBSPCH3J\", \"price\": \"$15.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Feminine Spray, Soothing Mist, pH Balanced, Intimate Care for Women, Unscented, On-the-Go, Clean Ingredients, Irritation & Odor Support (1.7 Fl Oz, Pack of 2)\", \"asin\": \"B0942M2W37\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Spot Corrector Cream for Dark Spots, Brightening Serum, with Hydrating Hyaluronic Acid, Cica and Willow Bark Extract, Vegan, Korean Skin Care (0.68oz)\", \"asin\": \"B0897ZFHX2\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)\", \"asin\": \"B0B7TMKYBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"PMS Supplement, Hormone Balance for Women, Relief from Menstrual Cramps, Period Bloating, Mood Swings Treatment with Turmeric, Ginger, Magnesium, No NSAIDs, Vegan (28 Capsules)\", \"asin\": \"B0CMW6WT54\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Apr 17 - 21 for Prime members\"},\n{\"title\": \"Period Cups, Soft Reusable Menstrual Cup for Women, Medical-Grade Silicone, Light Flow, BPA-Free, Made in USA, Tampon and Pad Alternative (Mini)\", \"asin\": \"B08QV58WW1\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Skin Care, Facial Toner - Hydrating Toner for Sensitive Skin, Korean Skincare, All Skin Type, Vitamin B5, Hyaluronic Acid, Cruelty Free (5.07 oz)\", \"asin\": \"B0898K7PM9\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Mon, Apr 21 Only 6 left in stock - order soon.\"},\n{\"title\": \"Skin Care, Cleansing Water for Face - Gentle Daily Makeup Remover & Cleanser, Korean Skincare, All Skin Types, H3O Hyaluronic Acid and Cica Extract, Cruelty Free (5.07oz)\", \"asin\": \"B0897YWVW2\", \"price\": \"$24.95\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Skin Care, Face Moisturizer - Moisturizer for Face, Nourishing Gel Cream, Korean Skincare, All Skin Types, Hyaluronic Acid & Sunflower Seed Oil, Hydrating, Lightweight, Cruelty Free (1.69 oz)\", \"asin\": \"B0898MPRC8\", \"price\": \"$22.00\", \"delivery\": \"FREE delivery Thu, Apr 24 Only 11 left in stock - order soon.\"},\n{\"title\": \"Pain Relief Cream Roll-On \\u2013 Fast-Absorbing Formula with Camphor, Menthol, and Magnesium, Essential for Women (1.7 fl oz, 50 ml)\", \"asin\": \"B0DY9Z9FTZ\"},\n{\"title\": \"Skin Care, Creamy Moisture Facial Mist Spray - Hydrating Facial Spray, Korean Skincare, All Skin Types, with Hyaluronic Acid and Purifying Bamboo Extract, For On-The-Go, Cruelty Free (1.69oz)\", \"asin\": \"B0898J6GR8\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Skin Care, Hyaluronic Acid - Serum for Face, Freeze dried HA Concentrate, Korean Skincare, All Skin Types, Daily Use, Hydrating, Fragrance Free, Cruelty Free Skin Care (6 count)\", \"asin\": \"B0897Y1ZTJ\", \"price\": \"$23.95\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover Pad - Postpartum and Period Essential, Heavy Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Overnight)\", \"asin\": \"B06X6HQ53S\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover - Postpartum and Period Essential, Moderate Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Regular)\", \"asin\": \"B011ZBFOLM\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Organic Cotton Cover Pads, Regular, 14 Count\", \"asin\": \"B07X5LJSQ8\"},\n{\"title\": \"Beauty Travel Size Miracle Patch Duo, Invisible Spot Control Cover, 12 - Size 12mm / 3 - Size 31 mm - Pack of 2\", \"asin\": \"B0DZDRWD6S\", \"price\": \"$13.45\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 11 left in stock - order soon.\"},\n{\"title\": \"Tampons Made With Organic Cotton Super\", \"asin\": \"B07VTM87CD\", \"price\": \"$9.60\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Compact Tampons Made With Organic Cotton Super\", \"asin\": \"B08YSZR4LH\", \"price\": \"$9.60\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 12 Only 10 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:50:42.284Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\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\"search_term\": [{\"term\": \"Rael\"}],\n\"cart_items\": [{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$8.19\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Rael\\nHormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\\nPowder30 Servings (Pack of 1)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\\n56 Count (Pack of 1)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nDisposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\\n12 Count (Pack of 1)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\\nAll Skin Type96 Count (Pack of 1)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nProbiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\\nCapsule30 Count (Pack of 1)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\\n56 Count (Pack of 1)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nHormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\\nPowder30 Servings (Pack of 1)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPanty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\\n44 Count\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nTampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\\n40 Count\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nDisposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\\n12 Count (Pack of 1)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)\", \"asin\": \"B0713WMZM9\", \"price\": \"$18.35\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Disposable Underwear for Women, Organic Cotton Cover - Postpartum Essentials, Leak Locker, Unscented, Maximum Coverage (Size L-XL, 20 Count)\", \"asin\": \"B0B836FZFB\", \"price\": \"$25.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, Large) Bundle\", \"asin\": \"B07BNTBPQX\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)\", \"asin\": \"B0B7TMKYBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested\", \"asin\": \"B0BBSPCH3J\", \"price\": \"$15.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 28 Count)\", \"asin\": \"B07KJSSRYR\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Panty Liners for Women, Organic Cotton Cover - Long Pantiliners, Light Absorbency, Unscented, Chlorine Free (Long, 80 Count)\", \"asin\": \"B075DJ2HM4\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Feminine Wash, Foaming Cleansing Wash - pH Balance Intimate Wash Women, Unscented, Sensitive Skin, All Skin Types, Vegan, Cruelty Free (5oz, 2 Pack)\", \"asin\": \"B071LTMYQN\", \"price\": \"$17.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Long, 72 Count)\", \"asin\": \"B08B85NH87\", \"price\": \"$17.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT\", \"asin\": \"B09S2GZZ94\", \"price\": \"$11.47\", \"delivery\": \"FREE delivery for Prime members Temporarily out of stock.\"},\n{\"title\": \"Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 56 CT\", \"asin\": \"B0DX2J1NFW\", \"price\": \"$11.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Clean\\u00b2 Pads 2.0 [NEW & IMPROVED EDGES] Guaranteed Not to Shed & Tear Face Pads, Unique Triple Layers, Textured & Ultra Soft Side, Organic Disposable Cotton, Pair with Makeup Remover\", \"asin\": \"B0B3NHT4J8\", \"price\": \"$7.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Herbal Heating Patches, Period Cramps Relief, Heat Therapy, Ultra Thin Design, Large Size for Extra Coverage, All Skin Types (8 Count)\", \"asin\": \"B09S2Y1G7B\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Feminine Wipes, Flushable pH Balanced Wipe, Travel Size, All Skin Types, Paraben-Free, Daily Use (10 Count, Pack of 4)\", \"asin\": \"B07CTCGDNQ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (20 Count)\", \"asin\": \"B08H37DY6F\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Feminine Care, Period Essential for Women - Organic Cotton Cover Regular & Overnight Pads for Women, Regular Panty Liners and Feminine Wipes\", \"asin\": \"B079X5KN3Z\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Moisturizer, Miracle Clear Barrier Cream, Lightweight Hydration for Oily and Acne Prone, with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (1.8 fl oz)\", \"asin\": \"B09KFL42C8\", \"price\": \"$12.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ultra Thin Pads for Women, Overnight Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 96 CT\", \"asin\": \"B0CPD7P1K3\", \"price\": \"$21.44\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Microcrystal Spot Cover - Hydrocolloid Acne Patch with Tea Tree Oil, Early Stage Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (36 Count)\", \"asin\": \"B07P9DJNST\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Miracle Clear Face Wash \\u2013 Gentle Exfoliating Cleanser with Succinic Acid & Minerals, Hydrating Formula for Daily Use, Ideal for Acne-Prone, Dry, Sensitive & Oily Skin, Vegan (5 fl oz)\", \"asin\": \"B09KG8B2QK\", \"price\": \"$9.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Retinol Chin Mask with Miracle Clear Barrier Cream - Face Masks and Moisturizer, 2 Step Treatment, Niacinamide, Ceramide NP, for All Skin Types, Vegan, Korean Skincare (5 Kits)\", \"asin\": \"B0DD117W6R\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Serum for Face, Miracle Clear Complete Acne Treatment - 1.5% Salicylic Acid, 2% Niacinamide, 0.5% Zinc, Pore Minimizer, Even Skin Tone, Korean Skincare (1 fl oz, 30ml)\", \"asin\": \"B0D6V4PPDQ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mask Skin Care, Hydrating Face Masks - Bamboo Facial Sheet Mask, Korean Skincare, Dewy Skin Care, Hydrating and Moisturizing, made with Fruit Extracts, All Skin Types (Hydration, 5 Sheets)\", \"asin\": \"B07733WGKG\", \"price\": \"$14.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cotton Pads for Face - Facial Sponge, Square Pad Use with Toner, Makeup Remover, Lint-Free, Soft and Thin, Korean Skin Care (200 Count)\", \"asin\": \"B087CBSZZJ\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Toner for Face, Miracle Clear - Reducing Pores and Oils with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (5.1 fl oz)\", \"asin\": \"B09KFRSNFL\", \"price\": \"$11.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Organic Cotton Wipes - Body Cloth, Individually Wrapped, All Skin Types, Vegan, Cruelty-Free, Unscented (10 Count, Pack of 4)\", \"asin\": \"B07PQCCHBG\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle XL Spot Control Cover - Hydrocolloid Acne Patch for Face, Zits & Blemish, Back and Body, Korean Skin Care, Vegan, Cruelty Free (6 Count)\", \"asin\": \"B09DKBXV1B\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover - Incontinence Essential for Women, Bladder Control, Thin Cloth, Leak-Free, Machine Safe (Petite, 3 Count)\", \"asin\": \"B072BWF796\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Acne Spot Treatment, Miracle Clear Soothing Spot Gel Pen - Acne Gel, Pimple and Blemish Treatment, Korean Skincare, for Early Stage, Succinic Acid, Tea Tree, Cica, Vegan, Cruelty Free (0.14 oz)\", \"asin\": \"B0B7TVQXBX\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 12\"},\n{\"title\": \"Pimple Patches, Invisible & Microcrystal Spot Cover - Hydrocolloid Acne Patch for Face, Zit and Blemish, Breakouts, Vegan, Korean Skin Care (33 Count)\", \"asin\": \"B07VVFC4W9\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Exfoliator, Miracle Clear Triple Exfoliant Gel Serum - Glycolic, Hyaluronic Acid, 15% AHA, BHA, PHA, Hydration, Korean Skin Care, Vegan, Cruelty Free (1.7 fl oz, 50ml)\", \"asin\": \"B0D6WLCFCC\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested\", \"asin\": \"B0BBSPCH3J\", \"price\": \"$15.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Feminine Spray, Soothing Mist, pH Balanced, Intimate Care for Women, Unscented, On-the-Go, Clean Ingredients, Irritation & Odor Support (1.7 Fl Oz, Pack of 2)\", \"asin\": \"B0942M2W37\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Spot Corrector Cream for Dark Spots, Brightening Serum, with Hydrating Hyaluronic Acid, Cica and Willow Bark Extract, Vegan, Korean Skin Care (0.68oz)\", \"asin\": \"B0897ZFHX2\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)\", \"asin\": \"B0B7TMKYBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"PMS Supplement, Hormone Balance for Women, Relief from Menstrual Cramps, Period Bloating, Mood Swings Treatment with Turmeric, Ginger, Magnesium, No NSAIDs, Vegan (28 Capsules)\", \"asin\": \"B0CMW6WT54\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Apr 17 - 21 for Prime members\"},\n{\"title\": \"Period Cups, Soft Reusable Menstrual Cup for Women, Medical-Grade Silicone, Light Flow, BPA-Free, Made in USA, Tampon and Pad Alternative (Mini)\", \"asin\": \"B08QV58WW1\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Skin Care, Facial Toner - Hydrating Toner for Sensitive Skin, Korean Skincare, All Skin Type, Vitamin B5, Hyaluronic Acid, Cruelty Free (5.07 oz)\", \"asin\": \"B0898K7PM9\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Mon, Apr 21 Only 6 left in stock - order soon.\"},\n{\"title\": \"Skin Care, Cleansing Water for Face - Gentle Daily Makeup Remover & Cleanser, Korean Skincare, All Skin Types, H3O Hyaluronic Acid and Cica Extract, Cruelty Free (5.07oz)\", \"asin\": \"B0897YWVW2\", \"price\": \"$24.95\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Skin Care, Face Moisturizer - Moisturizer for Face, Nourishing Gel Cream, Korean Skincare, All Skin Types, Hyaluronic Acid & Sunflower Seed Oil, Hydrating, Lightweight, Cruelty Free (1.69 oz)\", \"asin\": \"B0898MPRC8\", \"price\": \"$22.00\", \"delivery\": \"FREE delivery Thu, Apr 24 Only 11 left in stock - order soon.\"},\n{\"title\": \"Pain Relief Cream Roll-On \\u2013 Fast-Absorbing Formula with Camphor, Menthol, and Magnesium, Essential for Women (1.7 fl oz, 50 ml)\", \"asin\": \"B0DY9Z9FTZ\"},\n{\"title\": \"Skin Care, Creamy Moisture Facial Mist Spray - Hydrating Facial Spray, Korean Skincare, All Skin Types, with Hyaluronic Acid and Purifying Bamboo Extract, For On-The-Go, Cruelty Free (1.69oz)\", \"asin\": \"B0898J6GR8\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Skin Care, Hyaluronic Acid - Serum for Face, Freeze dried HA Concentrate, Korean Skincare, All Skin Types, Daily Use, Hydrating, Fragrance Free, Cruelty Free Skin Care (6 count)\", \"asin\": \"B0897Y1ZTJ\", \"price\": \"$23.95\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover Pad - Postpartum and Period Essential, Heavy Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Overnight)\", \"asin\": \"B06X6HQ53S\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover - Postpartum and Period Essential, Moderate Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Regular)\", \"asin\": \"B011ZBFOLM\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Organic Cotton Cover Pads, Regular, 14 Count\", \"asin\": \"B07X5LJSQ8\"},\n{\"title\": \"Beauty Travel Size Miracle Patch Duo, Invisible Spot Control Cover, 12 - Size 12mm / 3 - Size 31 mm - Pack of 2\", \"asin\": \"B0DZDRWD6S\", \"price\": \"$13.45\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 11 left in stock - order soon.\"},\n{\"title\": \"Tampons Made With Organic Cotton Super\", \"asin\": \"B07VTM87CD\", \"price\": \"$9.60\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Compact Tampons Made With Organic Cotton Super\", \"asin\": \"B08YSZR4LH\", \"price\": \"$9.60\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 12 Only 10 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:50:59.899Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-10T17:50:59.899Z	click_product	B071VBZLPX	rule	train	1,364	2025-04-10T17:50:59.899Z	click_product	B071VBZLPX	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} <\|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": "Rael"}], "cart_items": [{"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$8.19", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "promotion_items": [{"title": "Rael\nHormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\nPowder30 Servings (Pack of 1)", "asin": "B0CMDJNG4L", "price": "$24.99", "quantity": ""}, {"title": "Rael\nPads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\n56 Count (Pack of 1)", "asin": "B071VBZLPX", "price": "$22.99", "quantity": ""}, {"title": "Rael\nPads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)", "asin": "B071NLD52C", "price": "$22.99", "quantity": ""}, {"title": "Rael\nDisposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\n12 Count (Pack of 1)", "asin": "B091JGY2YP", "price": "$16.78", "quantity": ""}, {"title": "Rael\nPimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\nAll Skin Type96 Count (Pack of 1)", "asin": "B07G1VKCND", "price": "$16.99", "quantity": ""}, {"title": "Rael\nProbiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\nCapsule30 Count (Pack of 1)", "asin": "B0CMRGBPBR", "price": "$24.99", "quantity": ""}, {"title": "Rael\nPads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\n56 Count (Pack of 1)", "asin": "B071VBZLPX", "price": "$22.99", "quantity": ""}, {"title": "Rael\nHormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\nPowder30 Servings (Pack of 1)", "asin": "B0CMDJNG4L", "price": "$24.99", "quantity": ""}, {"title": "Rael\nPads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)", "asin": "B071NLD52C", "price": "$22.99", "quantity": ""}, {"title": "Rael\nPanty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\n44 Count", "asin": "B07258JQ9M", "price": "$8.99", "quantity": ""}, {"title": "Rael\nTampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\n40 Count", "asin": "B083C6BYG9", "price": "$18.99", "quantity": ""}, {"title": "Rael\nDisposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\n12 Count (Pack of 1)", "asin": "B091JGY2YP", "price": "$16.78", "quantity": ""}], "search_results": [{"title": "Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)", "asin": "B071VBZLPX", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)", "asin": "B0CMDJNG4L", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)", "asin": "B083C6BYG9", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)", "asin": "B07258JQ9M", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)", "asin": "B071NLD52C", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)", "asin": "B0713WMZM9", "price": "$18.35", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)", "asin": "B071NLD52C", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Disposable Underwear for Women, Organic Cotton Cover - Postpartum Essentials, Leak Locker, Unscented, Maximum Coverage (Size L-XL, 20 Count)", "asin": "B0B836FZFB", "price": "$25.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}, {"title": "Pads for Women, Organic Cotton Cover - Period Pads with Wings, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, Large) Bundle", "asin": "B07BNTBPQX", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)", "asin": "B07G1VKCND", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)", "asin": "B091JGY2YP", "price": "$16.78", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)", "asin": "B07G1VKCND", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)", "asin": "B0B7TMKYBR", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)", "asin": "B0CMRGBPBR", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested", "asin": "B0BBSPCH3J", "price": "$15.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 28 Count)", "asin": "B07KJSSRYR", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Panty Liners for Women, Organic Cotton Cover - Long Pantiliners, Light Absorbency, Unscented, Chlorine Free (Long, 80 Count)", "asin": "B075DJ2HM4", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Feminine Wash, Foaming Cleansing Wash - pH Balance Intimate Wash Women, Unscented, Sensitive Skin, All Skin Types, Vegan, Cruelty Free (5oz, 2 Pack)", "asin": "B071LTMYQN", "price": "$17.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)", "asin": "B083C6BYG9", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Long, 72 Count)", "asin": "B08B85NH87", "price": "$17.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)", "asin": "B08CMLZLKD", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT", "asin": "B09S2GZZ94", "price": "$11.47", "delivery": "FREE delivery for Prime members Temporarily out of stock."}, {"title": "Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 56 CT", "asin": "B0DX2J1NFW", "price": "$11.47", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Clean\u00b2 Pads 2.0 [NEW & IMPROVED EDGES] Guaranteed Not to Shed & Tear Face Pads, Unique Triple Layers, Textured & Ultra Soft Side, Organic Disposable Cotton, Pair with Makeup Remover", "asin": "B0B3NHT4J8", "price": "$7.95", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Herbal Heating Patches, Period Cramps Relief, Heat Therapy, Ultra Thin Design, Large Size for Extra Coverage, All Skin Types (8 Count)", "asin": "B09S2Y1G7B", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Feminine Wipes, Flushable pH Balanced Wipe, Travel Size, All Skin Types, Paraben-Free, Daily Use (10 Count, Pack of 4)", "asin": "B07CTCGDNQ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (20 Count)", "asin": "B08H37DY6F", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Feminine Care, Period Essential for Women - Organic Cotton Cover Regular & Overnight Pads for Women, Regular Panty Liners and Feminine Wipes", "asin": "B079X5KN3Z", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Face Moisturizer, Miracle Clear Barrier Cream, Lightweight Hydration for Oily and Acne Prone, with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (1.8 fl oz)", "asin": "B09KFL42C8", "price": "$12.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Ultra Thin Pads for Women, Overnight Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 96 CT", "asin": "B0CPD7P1K3", "price": "$21.44", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle Microcrystal Spot Cover - Hydrocolloid Acne Patch with Tea Tree Oil, Early Stage Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (36 Count)", "asin": "B07P9DJNST", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Miracle Clear Face Wash \u2013 Gentle Exfoliating Cleanser with Succinic Acid & Minerals, Hydrating Formula for Daily Use, Ideal for Acne-Prone, Dry, Sensitive & Oily Skin, Vegan (5 fl oz)", "asin": "B09KG8B2QK", "price": "$9.09", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Retinol Chin Mask with Miracle Clear Barrier Cream - Face Masks and Moisturizer, 2 Step Treatment, Niacinamide, Ceramide NP, for All Skin Types, Vegan, Korean Skincare (5 Kits)", "asin": "B0DD117W6R", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Serum for Face, Miracle Clear Complete Acne Treatment - 1.5% Salicylic Acid, 2% Niacinamide, 0.5% Zinc, Pore Minimizer, Even Skin Tone, Korean Skincare (1 fl oz, 30ml)", "asin": "B0D6V4PPDQ", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Face Mask Skin Care, Hydrating Face Masks - Bamboo Facial Sheet Mask, Korean Skincare, Dewy Skin Care, Hydrating and Moisturizing, made with Fruit Extracts, All Skin Types (Hydration, 5 Sheets)", "asin": "B07733WGKG", "price": "$14.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cotton Pads for Face - Facial Sponge, Square Pad Use with Toner, Makeup Remover, Lint-Free, Soft and Thin, Korean Skin Care (200 Count)", "asin": "B087CBSZZJ", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Toner for Face, Miracle Clear - Reducing Pores and Oils with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (5.1 fl oz)", "asin": "B09KFRSNFL", "price": "$11.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Organic Cotton Wipes - Body Cloth, Individually Wrapped, All Skin Types, Vegan, Cruelty-Free, Unscented (10 Count, Pack of 4)", "asin": "B07PQCCHBG", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle XL Spot Control Cover - Hydrocolloid Acne Patch for Face, Zits & Blemish, Back and Body, Korean Skin Care, Vegan, Cruelty Free (6 Count)", "asin": "B09DKBXV1B", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)", "asin": "B0CMRGBPBR", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)", "asin": "B0CMDJNG4L", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Rael Reusable Pads, Organic Cotton Cover - Incontinence Essential for Women, Bladder Control, Thin Cloth, Leak-Free, Machine Safe (Petite, 3 Count)", "asin": "B072BWF796", "price": "$28.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Acne Spot Treatment, Miracle Clear Soothing Spot Gel Pen - Acne Gel, Pimple and Blemish Treatment, Korean Skincare, for Early Stage, Succinic Acid, Tea Tree, Cica, Vegan, Cruelty Free (0.14 oz)", "asin": "B0B7TVQXBX", "price": "$12.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"}, {"title": "Pimple Patches, Invisible & Microcrystal Spot Cover - Hydrocolloid Acne Patch for Face, Zit and Blemish, Breakouts, Vegan, Korean Skin Care (33 Count)", "asin": "B07VVFC4W9", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Face Exfoliator, Miracle Clear Triple Exfoliant Gel Serum - Glycolic, Hyaluronic Acid, 15% AHA, BHA, PHA, Hydration, Korean Skin Care, Vegan, Cruelty Free (1.7 fl oz, 50ml)", "asin": "B0D6WLCFCC", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested", "asin": "B0BBSPCH3J", "price": "$15.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Feminine Spray, Soothing Mist, pH Balanced, Intimate Care for Women, Unscented, On-the-Go, Clean Ingredients, Irritation & Odor Support (1.7 Fl Oz, Pack of 2)", "asin": "B0942M2W37", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Spot Corrector Cream for Dark Spots, Brightening Serum, with Hydrating Hyaluronic Acid, Cica and Willow Bark Extract, Vegan, Korean Skin Care (0.68oz)", "asin": "B0897ZFHX2", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)", "asin": "B0B7TMKYBR", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "PMS Supplement, Hormone Balance for Women, Relief from Menstrual Cramps, Period Bloating, Mood Swings Treatment with Turmeric, Ginger, Magnesium, No NSAIDs, Vegan (28 Capsules)", "asin": "B0CMW6WT54", "price": "$14.99", "delivery": "FREE delivery Apr 17 - 21 for Prime members"}, {"title": "Period Cups, Soft Reusable Menstrual Cup for Women, Medical-Grade Silicone, Light Flow, BPA-Free, Made in USA, Tampon and Pad Alternative (Mini)", "asin": "B08QV58WW1", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Skin Care, Facial Toner - Hydrating Toner for Sensitive Skin, Korean Skincare, All Skin Type, Vitamin B5, Hyaluronic Acid, Cruelty Free (5.07 oz)", "asin": "B0898K7PM9", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 21 Only 6 left in stock - order soon."}, {"title": "Skin Care, Cleansing Water for Face - Gentle Daily Makeup Remover & Cleanser, Korean Skincare, All Skin Types, H3O Hyaluronic Acid and Cica Extract, Cruelty Free (5.07oz)", "asin": "B0897YWVW2", "price": "$24.95", "delivery": "FREE delivery Mon, Apr 21"}, {"title": "Skin Care, Face Moisturizer - Moisturizer for Face, Nourishing Gel Cream, Korean Skincare, All Skin Types, Hyaluronic Acid & Sunflower Seed Oil, Hydrating, Lightweight, Cruelty Free (1.69 oz)", "asin": "B0898MPRC8", "price": "$22.00", "delivery": "FREE delivery Thu, Apr 24 Only 11 left in stock - order soon."}, {"title": "Pain Relief Cream Roll-On \u2013 Fast-Absorbing Formula with Camphor, Menthol, and Magnesium, Essential for Women (1.7 fl oz, 50 ml)", "asin": "B0DY9Z9FTZ"}, {"title": "Skin Care, Creamy Moisture Facial Mist Spray - Hydrating Facial Spray, Korean Skincare, All Skin Types, with Hyaluronic Acid and Purifying Bamboo Extract, For On-The-Go, Cruelty Free (1.69oz)", "asin": "B0898J6GR8", "price": "$19.99", "delivery": "FREE delivery Mon, Apr 21"}, {"title": "Skin Care, Hyaluronic Acid - Serum for Face, Freeze dried HA Concentrate, Korean Skincare, All Skin Types, Daily Use, Hydrating, Fragrance Free, Cruelty Free Skin Care (6 count)", "asin": "B0897Y1ZTJ", "price": "$23.95", "delivery": "FREE delivery Mon, Apr 21"}, {"title": "Rael Reusable Pads, Organic Cotton Cover Pad - Postpartum and Period Essential, Heavy Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Overnight)", "asin": "B06X6HQ53S", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Rael Reusable Pads, Organic Cotton Cover - Postpartum and Period Essential, Moderate Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Regular)", "asin": "B011ZBFOLM", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Organic Cotton Cover Pads, Regular, 14 Count", "asin": "B07X5LJSQ8"}, {"title": "Beauty Travel Size Miracle Patch Duo, Invisible Spot Control Cover, 12 - Size 12mm / 3 - Size 31 mm - Pack of 2", "asin": "B0DZDRWD6S", "price": "$13.45", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 11 left in stock - order soon."}, {"title": "Tampons Made With Organic Cotton Super", "asin": "B07VTM87CD", "price": "$9.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Compact Tampons Made With Organic Cotton Super", "asin": "B08YSZR4LH", "price": "$9.60", "delivery": " Two-Day FREE delivery Sat, Apr 12 Only 10 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-10T17:50:59.899Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-10T17:50:59.899Z\",\"action\": \"click_product\",\"acion_argument\": \"B071VBZLPX\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-10T17:50:59.899Z\",\"action\": \"click_product\",\"acion_argument\": \"B071VBZLPX\",}</answer>", "index": 1364, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\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\"search_term\": [{\"term\": \"Rael\"}],\n\"cart_items\": [{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$8.19\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Rael\\nHormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\\nPowder30 Servings (Pack of 1)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\\n56 Count (Pack of 1)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nDisposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\\n12 Count (Pack of 1)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\\nAll Skin Type96 Count (Pack of 1)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nProbiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\\nCapsule30 Count (Pack of 1)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\\n56 Count (Pack of 1)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nHormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\\nPowder30 Servings (Pack of 1)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPanty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\\n44 Count\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nTampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\\n40 Count\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nDisposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\\n12 Count (Pack of 1)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)\", \"asin\": \"B0713WMZM9\", \"price\": \"$18.35\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Disposable Underwear for Women, Organic Cotton Cover - Postpartum Essentials, Leak Locker, Unscented, Maximum Coverage (Size L-XL, 20 Count)\", \"asin\": \"B0B836FZFB\", \"price\": \"$25.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, Large) Bundle\", \"asin\": \"B07BNTBPQX\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)\", \"asin\": \"B0B7TMKYBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested\", \"asin\": \"B0BBSPCH3J\", \"price\": \"$15.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 28 Count)\", \"asin\": \"B07KJSSRYR\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Panty Liners for Women, Organic Cotton Cover - Long Pantiliners, Light Absorbency, Unscented, Chlorine Free (Long, 80 Count)\", \"asin\": \"B075DJ2HM4\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Feminine Wash, Foaming Cleansing Wash - pH Balance Intimate Wash Women, Unscented, Sensitive Skin, All Skin Types, Vegan, Cruelty Free (5oz, 2 Pack)\", \"asin\": \"B071LTMYQN\", \"price\": \"$17.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Long, 72 Count)\", \"asin\": \"B08B85NH87\", \"price\": \"$17.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT\", \"asin\": \"B09S2GZZ94\", \"price\": \"$11.47\", \"delivery\": \"FREE delivery for Prime members Temporarily out of stock.\"},\n{\"title\": \"Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 56 CT\", \"asin\": \"B0DX2J1NFW\", \"price\": \"$11.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Clean\\u00b2 Pads 2.0 [NEW & IMPROVED EDGES] Guaranteed Not to Shed & Tear Face Pads, Unique Triple Layers, Textured & Ultra Soft Side, Organic Disposable Cotton, Pair with Makeup Remover\", \"asin\": \"B0B3NHT4J8\", \"price\": \"$7.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Herbal Heating Patches, Period Cramps Relief, Heat Therapy, Ultra Thin Design, Large Size for Extra Coverage, All Skin Types (8 Count)\", \"asin\": \"B09S2Y1G7B\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Feminine Wipes, Flushable pH Balanced Wipe, Travel Size, All Skin Types, Paraben-Free, Daily Use (10 Count, Pack of 4)\", \"asin\": \"B07CTCGDNQ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (20 Count)\", \"asin\": \"B08H37DY6F\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Feminine Care, Period Essential for Women - Organic Cotton Cover Regular & Overnight Pads for Women, Regular Panty Liners and Feminine Wipes\", \"asin\": \"B079X5KN3Z\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Moisturizer, Miracle Clear Barrier Cream, Lightweight Hydration for Oily and Acne Prone, with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (1.8 fl oz)\", \"asin\": \"B09KFL42C8\", \"price\": \"$12.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ultra Thin Pads for Women, Overnight Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 96 CT\", \"asin\": \"B0CPD7P1K3\", \"price\": \"$21.44\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Microcrystal Spot Cover - Hydrocolloid Acne Patch with Tea Tree Oil, Early Stage Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (36 Count)\", \"asin\": \"B07P9DJNST\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Miracle Clear Face Wash \\u2013 Gentle Exfoliating Cleanser with Succinic Acid & Minerals, Hydrating Formula for Daily Use, Ideal for Acne-Prone, Dry, Sensitive & Oily Skin, Vegan (5 fl oz)\", \"asin\": \"B09KG8B2QK\", \"price\": \"$9.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Retinol Chin Mask with Miracle Clear Barrier Cream - Face Masks and Moisturizer, 2 Step Treatment, Niacinamide, Ceramide NP, for All Skin Types, Vegan, Korean Skincare (5 Kits)\", \"asin\": \"B0DD117W6R\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Serum for Face, Miracle Clear Complete Acne Treatment - 1.5% Salicylic Acid, 2% Niacinamide, 0.5% Zinc, Pore Minimizer, Even Skin Tone, Korean Skincare (1 fl oz, 30ml)\", \"asin\": \"B0D6V4PPDQ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mask Skin Care, Hydrating Face Masks - Bamboo Facial Sheet Mask, Korean Skincare, Dewy Skin Care, Hydrating and Moisturizing, made with Fruit Extracts, All Skin Types (Hydration, 5 Sheets)\", \"asin\": \"B07733WGKG\", \"price\": \"$14.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cotton Pads for Face - Facial Sponge, Square Pad Use with Toner, Makeup Remover, Lint-Free, Soft and Thin, Korean Skin Care (200 Count)\", \"asin\": \"B087CBSZZJ\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Toner for Face, Miracle Clear - Reducing Pores and Oils with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (5.1 fl oz)\", \"asin\": \"B09KFRSNFL\", \"price\": \"$11.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Organic Cotton Wipes - Body Cloth, Individually Wrapped, All Skin Types, Vegan, Cruelty-Free, Unscented (10 Count, Pack of 4)\", \"asin\": \"B07PQCCHBG\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle XL Spot Control Cover - Hydrocolloid Acne Patch for Face, Zits & Blemish, Back and Body, Korean Skin Care, Vegan, Cruelty Free (6 Count)\", \"asin\": \"B09DKBXV1B\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover - Incontinence Essential for Women, Bladder Control, Thin Cloth, Leak-Free, Machine Safe (Petite, 3 Count)\", \"asin\": \"B072BWF796\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Acne Spot Treatment, Miracle Clear Soothing Spot Gel Pen - Acne Gel, Pimple and Blemish Treatment, Korean Skincare, for Early Stage, Succinic Acid, Tea Tree, Cica, Vegan, Cruelty Free (0.14 oz)\", \"asin\": \"B0B7TVQXBX\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 12\"},\n{\"title\": \"Pimple Patches, Invisible & Microcrystal Spot Cover - Hydrocolloid Acne Patch for Face, Zit and Blemish, Breakouts, Vegan, Korean Skin Care (33 Count)\", \"asin\": \"B07VVFC4W9\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Exfoliator, Miracle Clear Triple Exfoliant Gel Serum - Glycolic, Hyaluronic Acid, 15% AHA, BHA, PHA, Hydration, Korean Skin Care, Vegan, Cruelty Free (1.7 fl oz, 50ml)\", \"asin\": \"B0D6WLCFCC\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested\", \"asin\": \"B0BBSPCH3J\", \"price\": \"$15.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Feminine Spray, Soothing Mist, pH Balanced, Intimate Care for Women, Unscented, On-the-Go, Clean Ingredients, Irritation & Odor Support (1.7 Fl Oz, Pack of 2)\", \"asin\": \"B0942M2W37\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Spot Corrector Cream for Dark Spots, Brightening Serum, with Hydrating Hyaluronic Acid, Cica and Willow Bark Extract, Vegan, Korean Skin Care (0.68oz)\", \"asin\": \"B0897ZFHX2\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)\", \"asin\": \"B0B7TMKYBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"PMS Supplement, Hormone Balance for Women, Relief from Menstrual Cramps, Period Bloating, Mood Swings Treatment with Turmeric, Ginger, Magnesium, No NSAIDs, Vegan (28 Capsules)\", \"asin\": \"B0CMW6WT54\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Apr 17 - 21 for Prime members\"},\n{\"title\": \"Period Cups, Soft Reusable Menstrual Cup for Women, Medical-Grade Silicone, Light Flow, BPA-Free, Made in USA, Tampon and Pad Alternative (Mini)\", \"asin\": \"B08QV58WW1\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Skin Care, Facial Toner - Hydrating Toner for Sensitive Skin, Korean Skincare, All Skin Type, Vitamin B5, Hyaluronic Acid, Cruelty Free (5.07 oz)\", \"asin\": \"B0898K7PM9\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Mon, Apr 21 Only 6 left in stock - order soon.\"},\n{\"title\": \"Skin Care, Cleansing Water for Face - Gentle Daily Makeup Remover & Cleanser, Korean Skincare, All Skin Types, H3O Hyaluronic Acid and Cica Extract, Cruelty Free (5.07oz)\", \"asin\": \"B0897YWVW2\", \"price\": \"$24.95\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Skin Care, Face Moisturizer - Moisturizer for Face, Nourishing Gel Cream, Korean Skincare, All Skin Types, Hyaluronic Acid & Sunflower Seed Oil, Hydrating, Lightweight, Cruelty Free (1.69 oz)\", \"asin\": \"B0898MPRC8\", \"price\": \"$22.00\", \"delivery\": \"FREE delivery Thu, Apr 24 Only 11 left in stock - order soon.\"},\n{\"title\": \"Pain Relief Cream Roll-On \\u2013 Fast-Absorbing Formula with Camphor, Menthol, and Magnesium, Essential for Women (1.7 fl oz, 50 ml)\", \"asin\": \"B0DY9Z9FTZ\"},\n{\"title\": \"Skin Care, Creamy Moisture Facial Mist Spray - Hydrating Facial Spray, Korean Skincare, All Skin Types, with Hyaluronic Acid and Purifying Bamboo Extract, For On-The-Go, Cruelty Free (1.69oz)\", \"asin\": \"B0898J6GR8\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Skin Care, Hyaluronic Acid - Serum for Face, Freeze dried HA Concentrate, Korean Skincare, All Skin Types, Daily Use, Hydrating, Fragrance Free, Cruelty Free Skin Care (6 count)\", \"asin\": \"B0897Y1ZTJ\", \"price\": \"$23.95\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover Pad - Postpartum and Period Essential, Heavy Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Overnight)\", \"asin\": \"B06X6HQ53S\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover - Postpartum and Period Essential, Moderate Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Regular)\", \"asin\": \"B011ZBFOLM\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Organic Cotton Cover Pads, Regular, 14 Count\", \"asin\": \"B07X5LJSQ8\"},\n{\"title\": \"Beauty Travel Size Miracle Patch Duo, Invisible Spot Control Cover, 12 - Size 12mm / 3 - Size 31 mm - Pack of 2\", \"asin\": \"B0DZDRWD6S\", \"price\": \"$13.45\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 11 left in stock - order soon.\"},\n{\"title\": \"Tampons Made With Organic Cotton Super\", \"asin\": \"B07VTM87CD\", \"price\": \"$9.60\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Compact Tampons Made With Organic Cotton Super\", \"asin\": \"B08YSZR4LH\", \"price\": \"$9.60\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 12 Only 10 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:50:59.899Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\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\"search_term\": [{\"term\": \"Rael\"}],\n\"cart_items\": [{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$8.19\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B071VBZLPX\"},\n{\"title\": \"Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\"},\n{\"price\": \"$21.84\"},\n{\"bullet_list\": \"100% CERTIFIED ORGANIC COTTON TOP SHEET - Made with OCS certified, Texas cotton grown without the use of toxins, pesticides or synthetic chemicals. SUPER ABSORBENT CORE - Our ultra premium, pillowy pad provides ultimate comfort and protection. Prevents overflowing and leaks and sustains freshness all day to keep you feeling drier, longer. MAXIMUM AIR FLOW - Made with hypoallergenic, soft, and breathable sheets that alleviate unpleasant odors and irritation, all while providing the highest levels of period protection. LEAK LOCKER TECHNOLOGY - Unique channel designs to trap fluids and side panels for added security. Designed to fit your dynamic lifestyle. MADE FOR ALL WOMEN - Safe and effective for all women, skin types, and menstrual conditions.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1 \"}],\n\"product_options\": [{\"Style\": \"Regular\"},\n{\"Size\": \"28 Count (Pack of 1)\"}],\n\"promotion_items\": [{\"title\": \"Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 56 Count)\", \"asin\": \"B07KJWPH3S\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Always Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT\", \"asin\": \"B09S2GZZ94\", \"price\": \"$11.47\", \"quantity\": \"\"},\n{\"title\": \"Cora 100% Organic Cotton Topsheet Ultra Thin Period Pads With Wings \| Super Absorbency \| Ultra-Absorbent Sanitary Pads for Women (36 Count)\", \"asin\": \"B08288RTFX\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\"},\n{\"title\": \"L. Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 112 CT\", \"asin\": \"B0BP9GL46N\", \"price\": \"$22.94\"},\n{\"title\": \"Pixie Organic Cotton Pads for Women - Ultra Thin with Wings, Leak-Proof & Moisture-Wicking - Compostable, Unscented Menstrual Pads - Regular Absorbency - 48 Count\", \"asin\": \"B0DCGPN7G8\", \"price\": \"$18.95\"},\n{\"title\": \"Always Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT\", \"asin\": \"B09S2GZZ94\", \"price\": \"$11.47\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:51:05.324Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-10T17:51:05.324Z	click	product_option	rule	train	1,365	2025-04-10T17:51:05.324Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} <\|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": "Rael"}], "cart_items": [{"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$8.19", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "product_details": [{"asin": "B071VBZLPX"}, {"title": "Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)"}, {"price": "$21.84"}, {"bullet_list": "100% CERTIFIED ORGANIC COTTON TOP SHEET - Made with OCS certified, Texas cotton grown without the use of toxins, pesticides or synthetic chemicals. SUPER ABSORBENT CORE - Our ultra premium, pillowy pad provides ultimate comfort and protection. Prevents overflowing and leaks and sustains freshness all day to keep you feeling drier, longer. MAXIMUM AIR FLOW - Made with hypoallergenic, soft, and breathable sheets that alleviate unpleasant odors and irritation, all while providing the highest levels of period protection. LEAK LOCKER TECHNOLOGY - Unique channel designs to trap fluids and side panels for added security. Designed to fit your dynamic lifestyle. MADE FOR ALL WOMEN - Safe and effective for all women, skin types, and menstrual conditions."}], "product_quantity": [{"quantity": "1"}, {"quantity": "1 "}], "product_options": [{"Style": "Regular"}, {"Size": "28 Count (Pack of 1)"}], "promotion_items": [{"title": "Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)", "asin": "B07258JQ9M", "price": "$8.99", "quantity": ""}, {"title": "Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)", "asin": "B071NLD52C", "price": "$22.99", "quantity": ""}, {"title": "Rael Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)", "asin": "B08CMLZLKD", "price": "$15.99", "quantity": ""}, {"title": "Rael Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 56 Count)", "asin": "B07KJWPH3S", "price": "$22.99", "quantity": ""}, {"title": "Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)", "asin": "B091JGY2YP", "price": "$16.78", "quantity": ""}, {"title": "Rael Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)", "asin": "B0CMDJNG4L", "price": "$24.99", "quantity": ""}, {"title": "Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)", "asin": "B07G1VKCND", "price": "$16.99", "quantity": ""}, {"title": "Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)", "asin": "B091JGY2YP", "price": "$16.78", "quantity": ""}, {"title": "Always Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT", "asin": "B09S2GZZ94", "price": "$11.47", "quantity": ""}, {"title": "Cora 100% Organic Cotton Topsheet Ultra Thin Period Pads With Wings \| Super Absorbency \| Ultra-Absorbent Sanitary Pads for Women (36 Count)", "asin": "B08288RTFX", "price": "$17.99", "quantity": ""}, {"title": "Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)", "asin": "B07G1VKCND", "price": "$16.99", "quantity": ""}, {"title": "Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)", "asin": "B07258JQ9M", "price": "$8.99", "quantity": ""}, {"title": "Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)", "asin": "B071NLD52C", "price": "$22.99", "quantity": ""}, {"title": "Rael Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)", "asin": "B08CMLZLKD", "price": "$15.99", "quantity": ""}], "comparison_items": [{"title": "Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)", "asin": "B071VBZLPX", "price": "$22.99"}, {"title": "L. Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 112 CT", "asin": "B0BP9GL46N", "price": "$22.94"}, {"title": "Pixie Organic Cotton Pads for Women - Ultra Thin with Wings, Leak-Proof & Moisture-Wicking - Compostable, Unscented Menstrual Pads - Regular Absorbency - 48 Count", "asin": "B0DCGPN7G8", "price": "$18.95"}, {"title": "Always Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT", "asin": "B09S2GZZ94", "price": "$11.47"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-10T17:51:05.324Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-10T17:51:05.324Z\",\"action\": \"click\",\"acion_argument\": \"product_option\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-10T17:51:05.324Z\",\"action\": \"click\",\"acion_argument\": \"product_option\",}</answer>", "index": 1365, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\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\"search_term\": [{\"term\": \"Rael\"}],\n\"cart_items\": [{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$8.19\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B071VBZLPX\"},\n{\"title\": \"Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\"},\n{\"price\": \"$21.84\"},\n{\"bullet_list\": \"100% CERTIFIED ORGANIC COTTON TOP SHEET - Made with OCS certified, Texas cotton grown without the use of toxins, pesticides or synthetic chemicals. SUPER ABSORBENT CORE - Our ultra premium, pillowy pad provides ultimate comfort and protection. Prevents overflowing and leaks and sustains freshness all day to keep you feeling drier, longer. MAXIMUM AIR FLOW - Made with hypoallergenic, soft, and breathable sheets that alleviate unpleasant odors and irritation, all while providing the highest levels of period protection. LEAK LOCKER TECHNOLOGY - Unique channel designs to trap fluids and side panels for added security. Designed to fit your dynamic lifestyle. MADE FOR ALL WOMEN - Safe and effective for all women, skin types, and menstrual conditions.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1 \"}],\n\"product_options\": [{\"Style\": \"Regular\"},\n{\"Size\": \"28 Count (Pack of 1)\"}],\n\"promotion_items\": [{\"title\": \"Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 56 Count)\", \"asin\": \"B07KJWPH3S\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Always Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT\", \"asin\": \"B09S2GZZ94\", \"price\": \"$11.47\", \"quantity\": \"\"},\n{\"title\": \"Cora 100% Organic Cotton Topsheet Ultra Thin Period Pads With Wings \| Super Absorbency \| Ultra-Absorbent Sanitary Pads for Women (36 Count)\", \"asin\": \"B08288RTFX\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\"},\n{\"title\": \"L. Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 112 CT\", \"asin\": \"B0BP9GL46N\", \"price\": \"$22.94\"},\n{\"title\": \"Pixie Organic Cotton Pads for Women - Ultra Thin with Wings, Leak-Proof & Moisture-Wicking - Compostable, Unscented Menstrual Pads - Regular Absorbency - 48 Count\", \"asin\": \"B0DCGPN7G8\", \"price\": \"$18.95\"},\n{\"title\": \"Always Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT\", \"asin\": \"B09S2GZZ94\", \"price\": \"$11.47\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:51:05.324Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"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\"search_term\": [{\"term\": \"Rael\"}],\n\"cart_items\": [{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$8.19\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Rael\\nHormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\\nPowder30 Servings (Pack of 1)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\\n56 Count (Pack of 1)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nDisposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\\n12 Count (Pack of 1)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\\nAll Skin Type96 Count (Pack of 1)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nProbiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\\nCapsule30 Count (Pack of 1)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\\n56 Count (Pack of 1)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nHormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\\nPowder30 Servings (Pack of 1)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPanty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\\n44 Count\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nTampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\\n40 Count\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nDisposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\\n12 Count (Pack of 1)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)\", \"asin\": \"B0713WMZM9\", \"price\": \"$18.35\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Disposable Underwear for Women, Organic Cotton Cover - Postpartum Essentials, Leak Locker, Unscented, Maximum Coverage (Size L-XL, 20 Count)\", \"asin\": \"B0B836FZFB\", \"price\": \"$25.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, Large) Bundle\", \"asin\": \"B07BNTBPQX\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)\", \"asin\": \"B0B7TMKYBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested\", \"asin\": \"B0BBSPCH3J\", \"price\": \"$15.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 28 Count)\", \"asin\": \"B07KJSSRYR\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Panty Liners for Women, Organic Cotton Cover - Long Pantiliners, Light Absorbency, Unscented, Chlorine Free (Long, 80 Count)\", \"asin\": \"B075DJ2HM4\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Feminine Wash, Foaming Cleansing Wash - pH Balance Intimate Wash Women, Unscented, Sensitive Skin, All Skin Types, Vegan, Cruelty Free (5oz, 2 Pack)\", \"asin\": \"B071LTMYQN\", \"price\": \"$17.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Long, 72 Count)\", \"asin\": \"B08B85NH87\", \"price\": \"$17.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT\", \"asin\": \"B09S2GZZ94\", \"price\": \"$11.47\", \"delivery\": \"FREE delivery for Prime members Temporarily out of stock.\"},\n{\"title\": \"Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 56 CT\", \"asin\": \"B0DX2J1NFW\", \"price\": \"$11.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Clean\\u00b2 Pads 2.0 [NEW & IMPROVED EDGES] Guaranteed Not to Shed & Tear Face Pads, Unique Triple Layers, Textured & Ultra Soft Side, Organic Disposable Cotton, Pair with Makeup Remover\", \"asin\": \"B0B3NHT4J8\", \"price\": \"$7.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Herbal Heating Patches, Period Cramps Relief, Heat Therapy, Ultra Thin Design, Large Size for Extra Coverage, All Skin Types (8 Count)\", \"asin\": \"B09S2Y1G7B\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Feminine Wipes, Flushable pH Balanced Wipe, Travel Size, All Skin Types, Paraben-Free, Daily Use (10 Count, Pack of 4)\", \"asin\": \"B07CTCGDNQ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (20 Count)\", \"asin\": \"B08H37DY6F\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Feminine Care, Period Essential for Women - Organic Cotton Cover Regular & Overnight Pads for Women, Regular Panty Liners and Feminine Wipes\", \"asin\": \"B079X5KN3Z\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Moisturizer, Miracle Clear Barrier Cream, Lightweight Hydration for Oily and Acne Prone, with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (1.8 fl oz)\", \"asin\": \"B09KFL42C8\", \"price\": \"$12.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ultra Thin Pads for Women, Overnight Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 96 CT\", \"asin\": \"B0CPD7P1K3\", \"price\": \"$21.44\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Microcrystal Spot Cover - Hydrocolloid Acne Patch with Tea Tree Oil, Early Stage Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (36 Count)\", \"asin\": \"B07P9DJNST\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Miracle Clear Face Wash \\u2013 Gentle Exfoliating Cleanser with Succinic Acid & Minerals, Hydrating Formula for Daily Use, Ideal for Acne-Prone, Dry, Sensitive & Oily Skin, Vegan (5 fl oz)\", \"asin\": \"B09KG8B2QK\", \"price\": \"$9.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Retinol Chin Mask with Miracle Clear Barrier Cream - Face Masks and Moisturizer, 2 Step Treatment, Niacinamide, Ceramide NP, for All Skin Types, Vegan, Korean Skincare (5 Kits)\", \"asin\": \"B0DD117W6R\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Serum for Face, Miracle Clear Complete Acne Treatment - 1.5% Salicylic Acid, 2% Niacinamide, 0.5% Zinc, Pore Minimizer, Even Skin Tone, Korean Skincare (1 fl oz, 30ml)\", \"asin\": \"B0D6V4PPDQ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mask Skin Care, Hydrating Face Masks - Bamboo Facial Sheet Mask, Korean Skincare, Dewy Skin Care, Hydrating and Moisturizing, made with Fruit Extracts, All Skin Types (Hydration, 5 Sheets)\", \"asin\": \"B07733WGKG\", \"price\": \"$14.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cotton Pads for Face - Facial Sponge, Square Pad Use with Toner, Makeup Remover, Lint-Free, Soft and Thin, Korean Skin Care (200 Count)\", \"asin\": \"B087CBSZZJ\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Toner for Face, Miracle Clear - Reducing Pores and Oils with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (5.1 fl oz)\", \"asin\": \"B09KFRSNFL\", \"price\": \"$11.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Organic Cotton Wipes - Body Cloth, Individually Wrapped, All Skin Types, Vegan, Cruelty-Free, Unscented (10 Count, Pack of 4)\", \"asin\": \"B07PQCCHBG\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle XL Spot Control Cover - Hydrocolloid Acne Patch for Face, Zits & Blemish, Back and Body, Korean Skin Care, Vegan, Cruelty Free (6 Count)\", \"asin\": \"B09DKBXV1B\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover - Incontinence Essential for Women, Bladder Control, Thin Cloth, Leak-Free, Machine Safe (Petite, 3 Count)\", \"asin\": \"B072BWF796\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Acne Spot Treatment, Miracle Clear Soothing Spot Gel Pen - Acne Gel, Pimple and Blemish Treatment, Korean Skincare, for Early Stage, Succinic Acid, Tea Tree, Cica, Vegan, Cruelty Free (0.14 oz)\", \"asin\": \"B0B7TVQXBX\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 12\"},\n{\"title\": \"Pimple Patches, Invisible & Microcrystal Spot Cover - Hydrocolloid Acne Patch for Face, Zit and Blemish, Breakouts, Vegan, Korean Skin Care (33 Count)\", \"asin\": \"B07VVFC4W9\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Exfoliator, Miracle Clear Triple Exfoliant Gel Serum - Glycolic, Hyaluronic Acid, 15% AHA, BHA, PHA, Hydration, Korean Skin Care, Vegan, Cruelty Free (1.7 fl oz, 50ml)\", \"asin\": \"B0D6WLCFCC\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested\", \"asin\": \"B0BBSPCH3J\", \"price\": \"$15.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Feminine Spray, Soothing Mist, pH Balanced, Intimate Care for Women, Unscented, On-the-Go, Clean Ingredients, Irritation & Odor Support (1.7 Fl Oz, Pack of 2)\", \"asin\": \"B0942M2W37\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Spot Corrector Cream for Dark Spots, Brightening Serum, with Hydrating Hyaluronic Acid, Cica and Willow Bark Extract, Vegan, Korean Skin Care (0.68oz)\", \"asin\": \"B0897ZFHX2\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)\", \"asin\": \"B0B7TMKYBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"PMS Supplement, Hormone Balance for Women, Relief from Menstrual Cramps, Period Bloating, Mood Swings Treatment with Turmeric, Ginger, Magnesium, No NSAIDs, Vegan (28 Capsules)\", \"asin\": \"B0CMW6WT54\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Apr 17 - 21 for Prime members\"},\n{\"title\": \"Period Cups, Soft Reusable Menstrual Cup for Women, Medical-Grade Silicone, Light Flow, BPA-Free, Made in USA, Tampon and Pad Alternative (Mini)\", \"asin\": \"B08QV58WW1\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Skin Care, Facial Toner - Hydrating Toner for Sensitive Skin, Korean Skincare, All Skin Type, Vitamin B5, Hyaluronic Acid, Cruelty Free (5.07 oz)\", \"asin\": \"B0898K7PM9\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Mon, Apr 21 Only 6 left in stock - order soon.\"},\n{\"title\": \"Skin Care, Cleansing Water for Face - Gentle Daily Makeup Remover & Cleanser, Korean Skincare, All Skin Types, H3O Hyaluronic Acid and Cica Extract, Cruelty Free (5.07oz)\", \"asin\": \"B0897YWVW2\", \"price\": \"$24.95\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Skin Care, Face Moisturizer - Moisturizer for Face, Nourishing Gel Cream, Korean Skincare, All Skin Types, Hyaluronic Acid & Sunflower Seed Oil, Hydrating, Lightweight, Cruelty Free (1.69 oz)\", \"asin\": \"B0898MPRC8\", \"price\": \"$22.00\", \"delivery\": \"FREE delivery Thu, Apr 24 Only 11 left in stock - order soon.\"},\n{\"title\": \"Pain Relief Cream Roll-On \\u2013 Fast-Absorbing Formula with Camphor, Menthol, and Magnesium, Essential for Women (1.7 fl oz, 50 ml)\", \"asin\": \"B0DY9Z9FTZ\"},\n{\"title\": \"Skin Care, Creamy Moisture Facial Mist Spray - Hydrating Facial Spray, Korean Skincare, All Skin Types, with Hyaluronic Acid and Purifying Bamboo Extract, For On-The-Go, Cruelty Free (1.69oz)\", \"asin\": \"B0898J6GR8\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Skin Care, Hyaluronic Acid - Serum for Face, Freeze dried HA Concentrate, Korean Skincare, All Skin Types, Daily Use, Hydrating, Fragrance Free, Cruelty Free Skin Care (6 count)\", \"asin\": \"B0897Y1ZTJ\", \"price\": \"$23.95\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover Pad - Postpartum and Period Essential, Heavy Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Overnight)\", \"asin\": \"B06X6HQ53S\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover - Postpartum and Period Essential, Moderate Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Regular)\", \"asin\": \"B011ZBFOLM\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Organic Cotton Cover Pads, Regular, 14 Count\", \"asin\": \"B07X5LJSQ8\"},\n{\"title\": \"Beauty Travel Size Miracle Patch Duo, Invisible Spot Control Cover, 12 - Size 12mm / 3 - Size 31 mm - Pack of 2\", \"asin\": \"B0DZDRWD6S\", \"price\": \"$13.45\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 11 left in stock - order soon.\"},\n{\"title\": \"Tampons Made With Organic Cotton Super\", \"asin\": \"B07VTM87CD\", \"price\": \"$9.60\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Compact Tampons Made With Organic Cotton Super\", \"asin\": \"B08YSZR4LH\", \"price\": \"$9.60\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 12 Only 10 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:51:20.641Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-10T17:51:20.641Z	click_product	B071VBZLPX	rule	train	1,366	2025-04-10T17:51:20.641Z	click_product	B071VBZLPX	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "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. 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pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\nCapsule30 Count (Pack of 1)", "asin": "B0CMRGBPBR", "price": "$24.99", "quantity": ""}, {"title": "Rael\nPads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\n56 Count (Pack of 1)", "asin": "B071VBZLPX", "price": "$22.99", "quantity": ""}, {"title": "Rael\nHormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\nPowder30 Servings (Pack of 1)", "asin": "B0CMDJNG4L", "price": "$24.99", "quantity": ""}, {"title": "Rael\nPads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)", "asin": "B071NLD52C", "price": "$22.99", "quantity": ""}, {"title": "Rael\nPanty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\n44 Count", "asin": "B07258JQ9M", "price": "$8.99", "quantity": ""}, {"title": "Rael\nTampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\n40 Count", "asin": "B083C6BYG9", "price": "$18.99", "quantity": ""}, {"title": "Rael\nDisposable Underwear for Women, Organic Cotton Cover - 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6 PM on $25 of qualifying items"}, {"title": "Disposable Underwear for Women, Organic Cotton Cover - Postpartum Essentials, Leak Locker, Unscented, Maximum Coverage (Size L-XL, 20 Count)", "asin": "B0B836FZFB", "price": "$25.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}, {"title": "Pads for Women, Organic Cotton Cover - Period Pads with Wings, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, Large) Bundle", "asin": "B07BNTBPQX", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)", "asin": "B07G1VKCND", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)", "asin": "B091JGY2YP", "price": "$16.78", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)", "asin": "B07G1VKCND", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)", "asin": "B0B7TMKYBR", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)", "asin": "B0CMRGBPBR", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested", "asin": "B0BBSPCH3J", "price": "$15.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 28 Count)", "asin": "B07KJSSRYR", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Panty Liners for Women, Organic Cotton Cover - Long Pantiliners, Light Absorbency, Unscented, Chlorine Free (Long, 80 Count)", "asin": "B075DJ2HM4", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Feminine Wash, Foaming Cleansing Wash - pH Balance Intimate Wash Women, Unscented, Sensitive Skin, All Skin Types, Vegan, Cruelty Free (5oz, 2 Pack)", "asin": "B071LTMYQN", "price": "$17.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)", "asin": "B083C6BYG9", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Long, 72 Count)", "asin": "B08B85NH87", "price": "$17.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)", "asin": "B08CMLZLKD", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT", "asin": "B09S2GZZ94", "price": "$11.47", "delivery": "FREE delivery for Prime members Temporarily out of stock."}, {"title": "Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 56 CT", "asin": "B0DX2J1NFW", "price": "$11.47", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Clean\u00b2 Pads 2.0 [NEW & IMPROVED EDGES] Guaranteed Not to Shed & Tear Face Pads, Unique Triple Layers, Textured & Ultra Soft Side, Organic Disposable Cotton, Pair with Makeup Remover", "asin": "B0B3NHT4J8", "price": "$7.95", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Herbal Heating Patches, Period Cramps Relief, Heat Therapy, Ultra Thin Design, Large Size for Extra Coverage, All Skin Types (8 Count)", "asin": "B09S2Y1G7B", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Feminine Wipes, Flushable pH Balanced Wipe, Travel Size, All Skin Types, Paraben-Free, Daily Use (10 Count, Pack of 4)", "asin": "B07CTCGDNQ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (20 Count)", "asin": "B08H37DY6F", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Feminine Care, Period Essential for Women - Organic Cotton Cover Regular & Overnight Pads for Women, Regular Panty Liners and Feminine Wipes", "asin": "B079X5KN3Z", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Face Moisturizer, Miracle Clear Barrier Cream, Lightweight Hydration for Oily and Acne Prone, with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (1.8 fl oz)", "asin": "B09KFL42C8", "price": "$12.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Ultra Thin Pads for Women, Overnight Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 96 CT", "asin": "B0CPD7P1K3", "price": "$21.44", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle Microcrystal Spot Cover - Hydrocolloid Acne Patch with Tea Tree Oil, Early Stage Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (36 Count)", "asin": "B07P9DJNST", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Miracle Clear Face Wash \u2013 Gentle Exfoliating Cleanser with Succinic Acid & Minerals, Hydrating Formula for Daily Use, Ideal for Acne-Prone, Dry, Sensitive & Oily Skin, Vegan (5 fl oz)", "asin": "B09KG8B2QK", "price": "$9.09", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Retinol Chin Mask with Miracle Clear Barrier Cream - Face Masks and Moisturizer, 2 Step Treatment, Niacinamide, Ceramide NP, for All Skin Types, Vegan, Korean Skincare (5 Kits)", "asin": "B0DD117W6R", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Serum for Face, Miracle Clear Complete Acne Treatment - 1.5% Salicylic Acid, 2% Niacinamide, 0.5% Zinc, Pore Minimizer, Even Skin Tone, Korean Skincare (1 fl oz, 30ml)", "asin": "B0D6V4PPDQ", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Face Mask Skin Care, Hydrating Face Masks - Bamboo Facial Sheet Mask, Korean Skincare, Dewy Skin Care, Hydrating and Moisturizing, made with Fruit Extracts, All Skin Types (Hydration, 5 Sheets)", "asin": "B07733WGKG", "price": "$14.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cotton Pads for Face - Facial Sponge, Square Pad Use with Toner, Makeup Remover, Lint-Free, Soft and Thin, Korean Skin Care (200 Count)", "asin": "B087CBSZZJ", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Toner for Face, Miracle Clear - Reducing Pores and Oils with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (5.1 fl oz)", "asin": "B09KFRSNFL", "price": "$11.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Organic Cotton Wipes - Body Cloth, Individually Wrapped, All Skin Types, Vegan, Cruelty-Free, Unscented (10 Count, Pack of 4)", "asin": "B07PQCCHBG", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle XL Spot Control Cover - Hydrocolloid Acne Patch for Face, Zits & Blemish, Back and Body, Korean Skin Care, Vegan, Cruelty Free (6 Count)", "asin": "B09DKBXV1B", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)", "asin": "B0CMRGBPBR", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)", "asin": "B0CMDJNG4L", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Rael Reusable Pads, Organic Cotton Cover - Incontinence Essential for Women, Bladder Control, Thin Cloth, Leak-Free, Machine Safe (Petite, 3 Count)", "asin": "B072BWF796", "price": "$28.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Acne Spot Treatment, Miracle Clear Soothing Spot Gel Pen - Acne Gel, Pimple and Blemish Treatment, Korean Skincare, for Early Stage, Succinic Acid, Tea Tree, Cica, Vegan, Cruelty Free (0.14 oz)", "asin": "B0B7TVQXBX", "price": "$12.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"}, {"title": "Pimple Patches, Invisible & Microcrystal Spot Cover - Hydrocolloid Acne Patch for Face, Zit and Blemish, Breakouts, Vegan, Korean Skin Care (33 Count)", "asin": "B07VVFC4W9", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Face Exfoliator, Miracle Clear Triple Exfoliant Gel Serum - Glycolic, Hyaluronic Acid, 15% AHA, BHA, PHA, Hydration, Korean Skin Care, Vegan, Cruelty Free (1.7 fl oz, 50ml)", "asin": "B0D6WLCFCC", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested", "asin": "B0BBSPCH3J", "price": "$15.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Feminine Spray, Soothing Mist, pH Balanced, Intimate Care for Women, Unscented, On-the-Go, Clean Ingredients, Irritation & Odor Support (1.7 Fl Oz, Pack of 2)", "asin": "B0942M2W37", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Spot Corrector Cream for Dark Spots, Brightening Serum, with Hydrating Hyaluronic Acid, Cica and Willow Bark Extract, Vegan, Korean Skin Care (0.68oz)", "asin": "B0897ZFHX2", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)", "asin": "B0B7TMKYBR", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "PMS Supplement, Hormone Balance for Women, Relief from Menstrual Cramps, Period Bloating, Mood Swings Treatment with Turmeric, Ginger, Magnesium, No NSAIDs, Vegan (28 Capsules)", "asin": "B0CMW6WT54", "price": "$14.99", "delivery": "FREE delivery Apr 17 - 21 for Prime members"}, {"title": "Period Cups, Soft Reusable Menstrual Cup for Women, Medical-Grade Silicone, Light Flow, BPA-Free, Made in USA, Tampon and Pad Alternative (Mini)", "asin": "B08QV58WW1", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Skin Care, Facial Toner - Hydrating Toner for Sensitive Skin, Korean Skincare, All Skin Type, Vitamin B5, Hyaluronic Acid, Cruelty Free (5.07 oz)", "asin": "B0898K7PM9", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 21 Only 6 left in stock - order soon."}, {"title": "Skin Care, Cleansing Water for Face - Gentle Daily Makeup Remover & Cleanser, Korean Skincare, All Skin Types, H3O Hyaluronic Acid and Cica Extract, Cruelty Free (5.07oz)", "asin": "B0897YWVW2", "price": "$24.95", "delivery": "FREE delivery Mon, Apr 21"}, {"title": "Skin Care, Face Moisturizer - Moisturizer for Face, Nourishing Gel Cream, Korean Skincare, All Skin Types, Hyaluronic Acid & Sunflower Seed Oil, Hydrating, Lightweight, Cruelty Free (1.69 oz)", "asin": "B0898MPRC8", "price": "$22.00", "delivery": "FREE delivery Thu, Apr 24 Only 11 left in stock - order soon."}, {"title": "Pain Relief Cream Roll-On \u2013 Fast-Absorbing Formula with Camphor, Menthol, and Magnesium, Essential for Women (1.7 fl oz, 50 ml)", "asin": "B0DY9Z9FTZ"}, {"title": "Skin Care, Creamy Moisture Facial Mist Spray - Hydrating Facial Spray, Korean Skincare, All Skin Types, with Hyaluronic Acid and Purifying Bamboo Extract, For On-The-Go, Cruelty Free (1.69oz)", "asin": "B0898J6GR8", "price": "$19.99", "delivery": "FREE delivery Mon, Apr 21"}, {"title": "Skin Care, Hyaluronic Acid - Serum for Face, Freeze dried HA Concentrate, Korean Skincare, All Skin Types, Daily Use, Hydrating, Fragrance Free, Cruelty Free Skin Care (6 count)", "asin": "B0897Y1ZTJ", "price": "$23.95", "delivery": "FREE delivery Mon, Apr 21"}, {"title": "Rael Reusable Pads, Organic Cotton Cover Pad - Postpartum and Period Essential, Heavy Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Overnight)", "asin": "B06X6HQ53S", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Rael Reusable Pads, Organic Cotton Cover - Postpartum and Period Essential, Moderate Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Regular)", "asin": "B011ZBFOLM", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Organic Cotton Cover Pads, Regular, 14 Count", "asin": "B07X5LJSQ8"}, {"title": "Beauty Travel Size Miracle Patch Duo, Invisible Spot Control Cover, 12 - Size 12mm / 3 - Size 31 mm - Pack of 2", "asin": "B0DZDRWD6S", "price": "$13.45", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 11 left in stock - order soon."}, {"title": "Tampons Made With Organic Cotton Super", "asin": "B07VTM87CD", "price": "$9.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Compact Tampons Made With Organic Cotton Super", "asin": "B08YSZR4LH", "price": "$9.60", "delivery": " Two-Day FREE delivery Sat, Apr 12 Only 10 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-10T17:51:20.641Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-10T17:51:20.641Z\",\"action\": \"click_product\",\"acion_argument\": \"B071VBZLPX\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-10T17:51:20.641Z\",\"action\": \"click_product\",\"acion_argument\": \"B071VBZLPX\",}</answer>", "index": 1366, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"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\"search_term\": [{\"term\": \"Rael\"}],\n\"cart_items\": [{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$8.19\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Rael\\nHormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\\nPowder30 Servings (Pack of 1)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\\n56 Count (Pack of 1)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nDisposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\\n12 Count (Pack of 1)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\\nAll Skin Type96 Count (Pack of 1)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nProbiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\\nCapsule30 Count (Pack of 1)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\\n56 Count (Pack of 1)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nHormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\\nPowder30 Servings (Pack of 1)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPanty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\\n44 Count\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nTampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\\n40 Count\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nDisposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\\n12 Count (Pack of 1)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)\", \"asin\": \"B0713WMZM9\", \"price\": \"$18.35\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Disposable Underwear for Women, Organic Cotton Cover - Postpartum Essentials, Leak Locker, Unscented, Maximum Coverage (Size L-XL, 20 Count)\", \"asin\": \"B0B836FZFB\", \"price\": \"$25.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, Large) Bundle\", \"asin\": \"B07BNTBPQX\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)\", \"asin\": \"B0B7TMKYBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested\", \"asin\": \"B0BBSPCH3J\", \"price\": \"$15.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 28 Count)\", \"asin\": \"B07KJSSRYR\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Panty Liners for Women, Organic Cotton Cover - Long Pantiliners, Light Absorbency, Unscented, Chlorine Free (Long, 80 Count)\", \"asin\": \"B075DJ2HM4\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Feminine Wash, Foaming Cleansing Wash - pH Balance Intimate Wash Women, Unscented, Sensitive Skin, All Skin Types, Vegan, Cruelty Free (5oz, 2 Pack)\", \"asin\": \"B071LTMYQN\", \"price\": \"$17.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Long, 72 Count)\", \"asin\": \"B08B85NH87\", \"price\": \"$17.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT\", \"asin\": \"B09S2GZZ94\", \"price\": \"$11.47\", \"delivery\": \"FREE delivery for Prime members Temporarily out of stock.\"},\n{\"title\": \"Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 56 CT\", \"asin\": \"B0DX2J1NFW\", \"price\": \"$11.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Clean\\u00b2 Pads 2.0 [NEW & IMPROVED EDGES] Guaranteed Not to Shed & Tear Face Pads, Unique Triple Layers, Textured & Ultra Soft Side, Organic Disposable Cotton, Pair with Makeup Remover\", \"asin\": \"B0B3NHT4J8\", \"price\": \"$7.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Herbal Heating Patches, Period Cramps Relief, Heat Therapy, Ultra Thin Design, Large Size for Extra Coverage, All Skin Types (8 Count)\", \"asin\": \"B09S2Y1G7B\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Feminine Wipes, Flushable pH Balanced Wipe, Travel Size, All Skin Types, Paraben-Free, Daily Use (10 Count, Pack of 4)\", \"asin\": \"B07CTCGDNQ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (20 Count)\", \"asin\": \"B08H37DY6F\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Feminine Care, Period Essential for Women - Organic Cotton Cover Regular & Overnight Pads for Women, Regular Panty Liners and Feminine Wipes\", \"asin\": \"B079X5KN3Z\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Moisturizer, Miracle Clear Barrier Cream, Lightweight Hydration for Oily and Acne Prone, with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (1.8 fl oz)\", \"asin\": \"B09KFL42C8\", \"price\": \"$12.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ultra Thin Pads for Women, Overnight Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 96 CT\", \"asin\": \"B0CPD7P1K3\", \"price\": \"$21.44\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Microcrystal Spot Cover - Hydrocolloid Acne Patch with Tea Tree Oil, Early Stage Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (36 Count)\", \"asin\": \"B07P9DJNST\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Miracle Clear Face Wash \\u2013 Gentle Exfoliating Cleanser with Succinic Acid & Minerals, Hydrating Formula for Daily Use, Ideal for Acne-Prone, Dry, Sensitive & Oily Skin, Vegan (5 fl oz)\", \"asin\": \"B09KG8B2QK\", \"price\": \"$9.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Retinol Chin Mask with Miracle Clear Barrier Cream - Face Masks and Moisturizer, 2 Step Treatment, Niacinamide, Ceramide NP, for All Skin Types, Vegan, Korean Skincare (5 Kits)\", \"asin\": \"B0DD117W6R\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Serum for Face, Miracle Clear Complete Acne Treatment - 1.5% Salicylic Acid, 2% Niacinamide, 0.5% Zinc, Pore Minimizer, Even Skin Tone, Korean Skincare (1 fl oz, 30ml)\", \"asin\": \"B0D6V4PPDQ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mask Skin Care, Hydrating Face Masks - Bamboo Facial Sheet Mask, Korean Skincare, Dewy Skin Care, Hydrating and Moisturizing, made with Fruit Extracts, All Skin Types (Hydration, 5 Sheets)\", \"asin\": \"B07733WGKG\", \"price\": \"$14.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cotton Pads for Face - Facial Sponge, Square Pad Use with Toner, Makeup Remover, Lint-Free, Soft and Thin, Korean Skin Care (200 Count)\", \"asin\": \"B087CBSZZJ\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Toner for Face, Miracle Clear - Reducing Pores and Oils with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (5.1 fl oz)\", \"asin\": \"B09KFRSNFL\", \"price\": \"$11.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Organic Cotton Wipes - Body Cloth, Individually Wrapped, All Skin Types, Vegan, Cruelty-Free, Unscented (10 Count, Pack of 4)\", \"asin\": \"B07PQCCHBG\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle XL Spot Control Cover - Hydrocolloid Acne Patch for Face, Zits & Blemish, Back and Body, Korean Skin Care, Vegan, Cruelty Free (6 Count)\", \"asin\": \"B09DKBXV1B\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover - Incontinence Essential for Women, Bladder Control, Thin Cloth, Leak-Free, Machine Safe (Petite, 3 Count)\", \"asin\": \"B072BWF796\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Acne Spot Treatment, Miracle Clear Soothing Spot Gel Pen - Acne Gel, Pimple and Blemish Treatment, Korean Skincare, for Early Stage, Succinic Acid, Tea Tree, Cica, Vegan, Cruelty Free (0.14 oz)\", \"asin\": \"B0B7TVQXBX\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 12\"},\n{\"title\": \"Pimple Patches, Invisible & Microcrystal Spot Cover - Hydrocolloid Acne Patch for Face, Zit and Blemish, Breakouts, Vegan, Korean Skin Care (33 Count)\", \"asin\": \"B07VVFC4W9\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Exfoliator, Miracle Clear Triple Exfoliant Gel Serum - Glycolic, Hyaluronic Acid, 15% AHA, BHA, PHA, Hydration, Korean Skin Care, Vegan, Cruelty Free (1.7 fl oz, 50ml)\", \"asin\": \"B0D6WLCFCC\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested\", \"asin\": \"B0BBSPCH3J\", \"price\": \"$15.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Feminine Spray, Soothing Mist, pH Balanced, Intimate Care for Women, Unscented, On-the-Go, Clean Ingredients, Irritation & Odor Support (1.7 Fl Oz, Pack of 2)\", \"asin\": \"B0942M2W37\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Spot Corrector Cream for Dark Spots, Brightening Serum, with Hydrating Hyaluronic Acid, Cica and Willow Bark Extract, Vegan, Korean Skin Care (0.68oz)\", \"asin\": \"B0897ZFHX2\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)\", \"asin\": \"B0B7TMKYBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"PMS Supplement, Hormone Balance for Women, Relief from Menstrual Cramps, Period Bloating, Mood Swings Treatment with Turmeric, Ginger, Magnesium, No NSAIDs, Vegan (28 Capsules)\", \"asin\": \"B0CMW6WT54\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Apr 17 - 21 for Prime members\"},\n{\"title\": \"Period Cups, Soft Reusable Menstrual Cup for Women, Medical-Grade Silicone, Light Flow, BPA-Free, Made in USA, Tampon and Pad Alternative (Mini)\", \"asin\": \"B08QV58WW1\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Skin Care, Facial Toner - Hydrating Toner for Sensitive Skin, Korean Skincare, All Skin Type, Vitamin B5, Hyaluronic Acid, Cruelty Free (5.07 oz)\", \"asin\": \"B0898K7PM9\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Mon, Apr 21 Only 6 left in stock - order soon.\"},\n{\"title\": \"Skin Care, Cleansing Water for Face - Gentle Daily Makeup Remover & Cleanser, Korean Skincare, All Skin Types, H3O Hyaluronic Acid and Cica Extract, Cruelty Free (5.07oz)\", \"asin\": \"B0897YWVW2\", \"price\": \"$24.95\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Skin Care, Face Moisturizer - Moisturizer for Face, Nourishing Gel Cream, Korean Skincare, All Skin Types, Hyaluronic Acid & Sunflower Seed Oil, Hydrating, Lightweight, Cruelty Free (1.69 oz)\", \"asin\": \"B0898MPRC8\", \"price\": \"$22.00\", \"delivery\": \"FREE delivery Thu, Apr 24 Only 11 left in stock - order soon.\"},\n{\"title\": \"Pain Relief Cream Roll-On \\u2013 Fast-Absorbing Formula with Camphor, Menthol, and Magnesium, Essential for Women (1.7 fl oz, 50 ml)\", \"asin\": \"B0DY9Z9FTZ\"},\n{\"title\": \"Skin Care, Creamy Moisture Facial Mist Spray - Hydrating Facial Spray, Korean Skincare, All Skin Types, with Hyaluronic Acid and Purifying Bamboo Extract, For On-The-Go, Cruelty Free (1.69oz)\", \"asin\": \"B0898J6GR8\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Skin Care, Hyaluronic Acid - Serum for Face, Freeze dried HA Concentrate, Korean Skincare, All Skin Types, Daily Use, Hydrating, Fragrance Free, Cruelty Free Skin Care (6 count)\", \"asin\": \"B0897Y1ZTJ\", \"price\": \"$23.95\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover Pad - Postpartum and Period Essential, Heavy Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Overnight)\", \"asin\": \"B06X6HQ53S\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover - Postpartum and Period Essential, Moderate Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Regular)\", \"asin\": \"B011ZBFOLM\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Organic Cotton Cover Pads, Regular, 14 Count\", \"asin\": \"B07X5LJSQ8\"},\n{\"title\": \"Beauty Travel Size Miracle Patch Duo, Invisible Spot Control Cover, 12 - Size 12mm / 3 - Size 31 mm - Pack of 2\", \"asin\": \"B0DZDRWD6S\", \"price\": \"$13.45\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 11 left in stock - order soon.\"},\n{\"title\": \"Tampons Made With Organic Cotton Super\", \"asin\": \"B07VTM87CD\", \"price\": \"$9.60\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Compact Tampons Made With Organic Cotton Super\", \"asin\": \"B08YSZR4LH\", \"price\": \"$9.60\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 12 Only 10 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:51:20.641Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": 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\"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": 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Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\\nPowder30 Servings (Pack of 1)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\\n56 Count (Pack of 1)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nDisposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\\n12 Count (Pack of 1)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\\nAll Skin Type96 Count (Pack of 1)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nProbiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\\nCapsule30 Count (Pack of 1)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\\n56 Count (Pack of 1)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nHormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\\nPowder30 Servings (Pack of 1)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPanty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\\n44 Count\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nTampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\\n40 Count\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nDisposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\\n12 Count (Pack of 1)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)\", \"asin\": \"B0713WMZM9\", \"price\": \"$18.35\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Disposable Underwear for Women, Organic Cotton Cover - Postpartum Essentials, Leak Locker, Unscented, Maximum Coverage (Size L-XL, 20 Count)\", \"asin\": \"B0B836FZFB\", \"price\": \"$25.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, Large) Bundle\", \"asin\": \"B07BNTBPQX\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)\", \"asin\": \"B0B7TMKYBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested\", \"asin\": \"B0BBSPCH3J\", \"price\": \"$15.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 28 Count)\", \"asin\": \"B07KJSSRYR\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Panty Liners for Women, Organic Cotton Cover - Long Pantiliners, Light Absorbency, Unscented, Chlorine Free (Long, 80 Count)\", \"asin\": \"B075DJ2HM4\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Feminine Wash, Foaming Cleansing Wash - pH Balance Intimate Wash Women, Unscented, Sensitive Skin, All Skin Types, Vegan, Cruelty Free (5oz, 2 Pack)\", \"asin\": \"B071LTMYQN\", \"price\": \"$17.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Long, 72 Count)\", \"asin\": \"B08B85NH87\", \"price\": \"$17.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT\", \"asin\": \"B09S2GZZ94\", \"price\": \"$11.47\", \"delivery\": \"FREE delivery for Prime members Temporarily out of stock.\"},\n{\"title\": \"Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 56 CT\", \"asin\": \"B0DX2J1NFW\", \"price\": \"$11.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Clean\\u00b2 Pads 2.0 [NEW & IMPROVED EDGES] Guaranteed Not to Shed & Tear Face Pads, Unique Triple Layers, Textured & Ultra Soft Side, Organic Disposable Cotton, Pair with Makeup Remover\", \"asin\": \"B0B3NHT4J8\", \"price\": \"$7.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Herbal Heating Patches, Period Cramps Relief, Heat Therapy, Ultra Thin Design, Large Size for Extra Coverage, All Skin Types (8 Count)\", \"asin\": \"B09S2Y1G7B\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Feminine Wipes, Flushable pH Balanced Wipe, Travel Size, All Skin Types, Paraben-Free, Daily Use (10 Count, Pack of 4)\", \"asin\": \"B07CTCGDNQ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (20 Count)\", \"asin\": \"B08H37DY6F\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Feminine Care, Period Essential for Women - Organic Cotton Cover Regular & Overnight Pads for Women, Regular Panty Liners and Feminine Wipes\", \"asin\": \"B079X5KN3Z\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Moisturizer, Miracle Clear Barrier Cream, Lightweight Hydration for Oily and Acne Prone, with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (1.8 fl oz)\", \"asin\": \"B09KFL42C8\", \"price\": \"$12.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ultra Thin Pads for Women, Overnight Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 96 CT\", \"asin\": \"B0CPD7P1K3\", \"price\": \"$21.44\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Microcrystal Spot Cover - Hydrocolloid Acne Patch with Tea Tree Oil, Early Stage Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (36 Count)\", \"asin\": \"B07P9DJNST\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Miracle Clear Face Wash \\u2013 Gentle Exfoliating Cleanser with Succinic Acid & Minerals, Hydrating Formula for Daily Use, Ideal for Acne-Prone, Dry, Sensitive & Oily Skin, Vegan (5 fl oz)\", \"asin\": \"B09KG8B2QK\", \"price\": \"$9.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Retinol Chin Mask with Miracle Clear Barrier Cream - Face Masks and Moisturizer, 2 Step Treatment, Niacinamide, Ceramide NP, for All Skin Types, Vegan, Korean Skincare (5 Kits)\", \"asin\": \"B0DD117W6R\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Serum for Face, Miracle Clear Complete Acne Treatment - 1.5% Salicylic Acid, 2% Niacinamide, 0.5% Zinc, Pore Minimizer, Even Skin Tone, Korean Skincare (1 fl oz, 30ml)\", \"asin\": \"B0D6V4PPDQ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mask Skin Care, Hydrating Face Masks - Bamboo Facial Sheet Mask, Korean Skincare, Dewy Skin Care, Hydrating and Moisturizing, made with Fruit Extracts, All Skin Types (Hydration, 5 Sheets)\", \"asin\": \"B07733WGKG\", \"price\": \"$14.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cotton Pads for Face - Facial Sponge, Square Pad Use with Toner, Makeup Remover, Lint-Free, Soft and Thin, Korean Skin Care (200 Count)\", \"asin\": \"B087CBSZZJ\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Toner for Face, Miracle Clear - Reducing Pores and Oils with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (5.1 fl oz)\", \"asin\": \"B09KFRSNFL\", \"price\": \"$11.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Organic Cotton Wipes - Body Cloth, Individually Wrapped, All Skin Types, Vegan, Cruelty-Free, Unscented (10 Count, Pack of 4)\", \"asin\": \"B07PQCCHBG\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle XL Spot Control Cover - Hydrocolloid Acne Patch for Face, Zits & Blemish, Back and Body, Korean Skin Care, Vegan, Cruelty Free (6 Count)\", \"asin\": \"B09DKBXV1B\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover - Incontinence Essential for Women, Bladder Control, Thin Cloth, Leak-Free, Machine Safe (Petite, 3 Count)\", \"asin\": \"B072BWF796\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Acne Spot Treatment, Miracle Clear Soothing Spot Gel Pen - Acne Gel, Pimple and Blemish Treatment, Korean Skincare, for Early Stage, Succinic Acid, Tea Tree, Cica, Vegan, Cruelty Free (0.14 oz)\", \"asin\": \"B0B7TVQXBX\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 12\"},\n{\"title\": \"Pimple Patches, Invisible & Microcrystal Spot Cover - Hydrocolloid Acne Patch for Face, Zit and Blemish, Breakouts, Vegan, Korean Skin Care (33 Count)\", \"asin\": \"B07VVFC4W9\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Exfoliator, Miracle Clear Triple Exfoliant Gel Serum - Glycolic, Hyaluronic Acid, 15% AHA, BHA, PHA, Hydration, Korean Skin Care, Vegan, Cruelty Free (1.7 fl oz, 50ml)\", \"asin\": \"B0D6WLCFCC\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested\", \"asin\": \"B0BBSPCH3J\", \"price\": \"$15.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Feminine Spray, Soothing Mist, pH Balanced, Intimate Care for Women, Unscented, On-the-Go, Clean Ingredients, Irritation & Odor Support (1.7 Fl Oz, Pack of 2)\", \"asin\": \"B0942M2W37\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Spot Corrector Cream for Dark Spots, Brightening Serum, with Hydrating Hyaluronic Acid, Cica and Willow Bark Extract, Vegan, Korean Skin Care (0.68oz)\", \"asin\": \"B0897ZFHX2\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)\", \"asin\": \"B0B7TMKYBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"PMS Supplement, Hormone Balance for Women, Relief from Menstrual Cramps, Period Bloating, Mood Swings Treatment with Turmeric, Ginger, Magnesium, No NSAIDs, Vegan (28 Capsules)\", \"asin\": \"B0CMW6WT54\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Apr 17 - 21 for Prime members\"},\n{\"title\": \"Period Cups, Soft Reusable Menstrual Cup for Women, Medical-Grade Silicone, Light Flow, BPA-Free, Made in USA, Tampon and Pad Alternative (Mini)\", \"asin\": \"B08QV58WW1\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Skin Care, Facial Toner - Hydrating Toner for Sensitive Skin, Korean Skincare, All Skin Type, Vitamin B5, Hyaluronic Acid, Cruelty Free (5.07 oz)\", \"asin\": \"B0898K7PM9\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Mon, Apr 21 Only 6 left in stock - order soon.\"},\n{\"title\": \"Skin Care, Cleansing Water for Face - Gentle Daily Makeup Remover & Cleanser, Korean Skincare, All Skin Types, H3O Hyaluronic Acid and Cica Extract, Cruelty Free (5.07oz)\", \"asin\": \"B0897YWVW2\", \"price\": \"$24.95\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Skin Care, Face Moisturizer - Moisturizer for Face, Nourishing Gel Cream, Korean Skincare, All Skin Types, Hyaluronic Acid & Sunflower Seed Oil, Hydrating, Lightweight, Cruelty Free (1.69 oz)\", \"asin\": \"B0898MPRC8\", \"price\": \"$22.00\", \"delivery\": \"FREE delivery Thu, Apr 24 Only 11 left in stock - order soon.\"},\n{\"title\": \"Pain Relief Cream Roll-On \\u2013 Fast-Absorbing Formula with Camphor, Menthol, and Magnesium, Essential for Women (1.7 fl oz, 50 ml)\", \"asin\": \"B0DY9Z9FTZ\"},\n{\"title\": \"Skin Care, Creamy Moisture Facial Mist Spray - Hydrating Facial Spray, Korean Skincare, All Skin Types, with Hyaluronic Acid and Purifying Bamboo Extract, For On-The-Go, Cruelty Free (1.69oz)\", \"asin\": \"B0898J6GR8\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Skin Care, Hyaluronic Acid - Serum for Face, Freeze dried HA Concentrate, Korean Skincare, All Skin Types, Daily Use, Hydrating, Fragrance Free, Cruelty Free Skin Care (6 count)\", \"asin\": \"B0897Y1ZTJ\", \"price\": \"$23.95\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover Pad - Postpartum and Period Essential, Heavy Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Overnight)\", \"asin\": \"B06X6HQ53S\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover - Postpartum and Period Essential, Moderate Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Regular)\", \"asin\": \"B011ZBFOLM\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Organic Cotton Cover Pads, Regular, 14 Count\", \"asin\": \"B07X5LJSQ8\"},\n{\"title\": \"Beauty Travel Size Miracle Patch Duo, Invisible Spot Control Cover, 12 - Size 12mm / 3 - Size 31 mm - Pack of 2\", \"asin\": \"B0DZDRWD6S\", \"price\": \"$13.45\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 11 left in stock - order soon.\"},\n{\"title\": \"Tampons Made With Organic Cotton Super\", \"asin\": \"B07VTM87CD\", \"price\": \"$9.60\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Compact Tampons Made With Organic Cotton Super\", \"asin\": \"B08YSZR4LH\", \"price\": \"$9.60\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 12 Only 10 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:51:48.864Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-10T17:51:48.864Z	click_product	B0713WMZM9	rule	train	1,367	2025-04-10T17:51:48.864Z	click_product	B0713WMZM9	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} <\|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": "Rael"}], "cart_items": [{"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$8.19", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "promotion_items": [{"title": "Rael\nHormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\nPowder30 Servings (Pack of 1)", "asin": "B0CMDJNG4L", "price": "$24.99", "quantity": ""}, {"title": "Rael\nPads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\n56 Count (Pack of 1)", "asin": "B071VBZLPX", "price": "$22.99", "quantity": ""}, {"title": "Rael\nPads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)", "asin": "B071NLD52C", "price": "$22.99", "quantity": ""}, {"title": "Rael\nDisposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\n12 Count (Pack of 1)", "asin": "B091JGY2YP", "price": "$16.78", "quantity": ""}, {"title": "Rael\nPimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\nAll Skin Type96 Count (Pack of 1)", "asin": "B07G1VKCND", "price": "$16.99", "quantity": ""}, {"title": "Rael\nProbiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\nCapsule30 Count (Pack of 1)", "asin": "B0CMRGBPBR", "price": "$24.99", "quantity": ""}, {"title": "Rael\nPads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\n56 Count (Pack of 1)", "asin": "B071VBZLPX", "price": "$22.99", "quantity": ""}, {"title": "Rael\nHormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\nPowder30 Servings (Pack of 1)", "asin": "B0CMDJNG4L", "price": "$24.99", "quantity": ""}, {"title": "Rael\nPads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)", "asin": "B071NLD52C", "price": "$22.99", "quantity": ""}, {"title": "Rael\nPanty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\n44 Count", "asin": "B07258JQ9M", "price": "$8.99", "quantity": ""}, {"title": "Rael\nTampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\n40 Count", "asin": "B083C6BYG9", "price": "$18.99", "quantity": ""}, {"title": "Rael\nDisposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\n12 Count (Pack of 1)", "asin": "B091JGY2YP", "price": "$16.78", "quantity": ""}], "search_results": [{"title": "Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)", "asin": "B071VBZLPX", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)", "asin": "B0CMDJNG4L", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)", "asin": "B083C6BYG9", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)", "asin": "B07258JQ9M", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)", "asin": "B071NLD52C", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)", "asin": "B0713WMZM9", "price": "$18.35", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)", "asin": "B071NLD52C", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Disposable Underwear for Women, Organic Cotton Cover - Postpartum Essentials, Leak Locker, Unscented, Maximum Coverage (Size L-XL, 20 Count)", "asin": "B0B836FZFB", "price": "$25.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"}, {"title": "Pads for Women, Organic Cotton Cover - Period Pads with Wings, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, Large) Bundle", "asin": "B07BNTBPQX", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)", "asin": "B07G1VKCND", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)", "asin": "B091JGY2YP", "price": "$16.78", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)", "asin": "B07G1VKCND", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)", "asin": "B0B7TMKYBR", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)", "asin": "B0CMRGBPBR", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested", "asin": "B0BBSPCH3J", "price": "$15.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 28 Count)", "asin": "B07KJSSRYR", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Panty Liners for Women, Organic Cotton Cover - Long Pantiliners, Light Absorbency, Unscented, Chlorine Free (Long, 80 Count)", "asin": "B075DJ2HM4", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Feminine Wash, Foaming Cleansing Wash - pH Balance Intimate Wash Women, Unscented, Sensitive Skin, All Skin Types, Vegan, Cruelty Free (5oz, 2 Pack)", "asin": "B071LTMYQN", "price": "$17.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)", "asin": "B083C6BYG9", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Long, 72 Count)", "asin": "B08B85NH87", "price": "$17.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)", "asin": "B08CMLZLKD", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT", "asin": "B09S2GZZ94", "price": "$11.47", "delivery": "FREE delivery for Prime members Temporarily out of stock."}, {"title": "Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 56 CT", "asin": "B0DX2J1NFW", "price": "$11.47", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Clean\u00b2 Pads 2.0 [NEW & IMPROVED EDGES] Guaranteed Not to Shed & Tear Face Pads, Unique Triple Layers, Textured & Ultra Soft Side, Organic Disposable Cotton, Pair with Makeup Remover", "asin": "B0B3NHT4J8", "price": "$7.95", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Herbal Heating Patches, Period Cramps Relief, Heat Therapy, Ultra Thin Design, Large Size for Extra Coverage, All Skin Types (8 Count)", "asin": "B09S2Y1G7B", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Feminine Wipes, Flushable pH Balanced Wipe, Travel Size, All Skin Types, Paraben-Free, Daily Use (10 Count, Pack of 4)", "asin": "B07CTCGDNQ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (20 Count)", "asin": "B08H37DY6F", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Feminine Care, Period Essential for Women - Organic Cotton Cover Regular & Overnight Pads for Women, Regular Panty Liners and Feminine Wipes", "asin": "B079X5KN3Z", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Face Moisturizer, Miracle Clear Barrier Cream, Lightweight Hydration for Oily and Acne Prone, with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (1.8 fl oz)", "asin": "B09KFL42C8", "price": "$12.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Ultra Thin Pads for Women, Overnight Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 96 CT", "asin": "B0CPD7P1K3", "price": "$21.44", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle Microcrystal Spot Cover - Hydrocolloid Acne Patch with Tea Tree Oil, Early Stage Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (36 Count)", "asin": "B07P9DJNST", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Miracle Clear Face Wash \u2013 Gentle Exfoliating Cleanser with Succinic Acid & Minerals, Hydrating Formula for Daily Use, Ideal for Acne-Prone, Dry, Sensitive & Oily Skin, Vegan (5 fl oz)", "asin": "B09KG8B2QK", "price": "$9.09", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Retinol Chin Mask with Miracle Clear Barrier Cream - Face Masks and Moisturizer, 2 Step Treatment, Niacinamide, Ceramide NP, for All Skin Types, Vegan, Korean Skincare (5 Kits)", "asin": "B0DD117W6R", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Serum for Face, Miracle Clear Complete Acne Treatment - 1.5% Salicylic Acid, 2% Niacinamide, 0.5% Zinc, Pore Minimizer, Even Skin Tone, Korean Skincare (1 fl oz, 30ml)", "asin": "B0D6V4PPDQ", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Face Mask Skin Care, Hydrating Face Masks - Bamboo Facial Sheet Mask, Korean Skincare, Dewy Skin Care, Hydrating and Moisturizing, made with Fruit Extracts, All Skin Types (Hydration, 5 Sheets)", "asin": "B07733WGKG", "price": "$14.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cotton Pads for Face - Facial Sponge, Square Pad Use with Toner, Makeup Remover, Lint-Free, Soft and Thin, Korean Skin Care (200 Count)", "asin": "B087CBSZZJ", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}, {"title": "Toner for Face, Miracle Clear - Reducing Pores and Oils with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (5.1 fl oz)", "asin": "B09KFRSNFL", "price": "$11.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Organic Cotton Wipes - Body Cloth, Individually Wrapped, All Skin Types, Vegan, Cruelty-Free, Unscented (10 Count, Pack of 4)", "asin": "B07PQCCHBG", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pimple Patches, Miracle XL Spot Control Cover - Hydrocolloid Acne Patch for Face, Zits & Blemish, Back and Body, Korean Skin Care, Vegan, Cruelty Free (6 Count)", "asin": "B09DKBXV1B", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)", "asin": "B0CMRGBPBR", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)", "asin": "B0CMDJNG4L", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Rael Reusable Pads, Organic Cotton Cover - Incontinence Essential for Women, Bladder Control, Thin Cloth, Leak-Free, Machine Safe (Petite, 3 Count)", "asin": "B072BWF796", "price": "$28.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Acne Spot Treatment, Miracle Clear Soothing Spot Gel Pen - Acne Gel, Pimple and Blemish Treatment, Korean Skincare, for Early Stage, Succinic Acid, Tea Tree, Cica, Vegan, Cruelty Free (0.14 oz)", "asin": "B0B7TVQXBX", "price": "$12.99", "delivery": " Two-Day FREE delivery Sat, Apr 12"}, {"title": "Pimple Patches, Invisible & Microcrystal Spot Cover - Hydrocolloid Acne Patch for Face, Zit and Blemish, Breakouts, Vegan, Korean Skin Care (33 Count)", "asin": "B07VVFC4W9", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Face Exfoliator, Miracle Clear Triple Exfoliant Gel Serum - Glycolic, Hyaluronic Acid, 15% AHA, BHA, PHA, Hydration, Korean Skin Care, Vegan, Cruelty Free (1.7 fl oz, 50ml)", "asin": "B0D6WLCFCC", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested", "asin": "B0BBSPCH3J", "price": "$15.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Feminine Spray, Soothing Mist, pH Balanced, Intimate Care for Women, Unscented, On-the-Go, Clean Ingredients, Irritation & Odor Support (1.7 Fl Oz, Pack of 2)", "asin": "B0942M2W37", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Spot Corrector Cream for Dark Spots, Brightening Serum, with Hydrating Hyaluronic Acid, Cica and Willow Bark Extract, Vegan, Korean Skin Care (0.68oz)", "asin": "B0897ZFHX2", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)", "asin": "B0B7TMKYBR", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "PMS Supplement, Hormone Balance for Women, Relief from Menstrual Cramps, Period Bloating, Mood Swings Treatment with Turmeric, Ginger, Magnesium, No NSAIDs, Vegan (28 Capsules)", "asin": "B0CMW6WT54", "price": "$14.99", "delivery": "FREE delivery Apr 17 - 21 for Prime members"}, {"title": "Period Cups, Soft Reusable Menstrual Cup for Women, Medical-Grade Silicone, Light Flow, BPA-Free, Made in USA, Tampon and Pad Alternative (Mini)", "asin": "B08QV58WW1", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Skin Care, Facial Toner - Hydrating Toner for Sensitive Skin, Korean Skincare, All Skin Type, Vitamin B5, Hyaluronic Acid, Cruelty Free (5.07 oz)", "asin": "B0898K7PM9", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 21 Only 6 left in stock - order soon."}, {"title": "Skin Care, Cleansing Water for Face - Gentle Daily Makeup Remover & Cleanser, Korean Skincare, All Skin Types, H3O Hyaluronic Acid and Cica Extract, Cruelty Free (5.07oz)", "asin": "B0897YWVW2", "price": "$24.95", "delivery": "FREE delivery Mon, Apr 21"}, {"title": "Skin Care, Face Moisturizer - Moisturizer for Face, Nourishing Gel Cream, Korean Skincare, All Skin Types, Hyaluronic Acid & Sunflower Seed Oil, Hydrating, Lightweight, Cruelty Free (1.69 oz)", "asin": "B0898MPRC8", "price": "$22.00", "delivery": "FREE delivery Thu, Apr 24 Only 11 left in stock - order soon."}, {"title": "Pain Relief Cream Roll-On \u2013 Fast-Absorbing Formula with Camphor, Menthol, and Magnesium, Essential for Women (1.7 fl oz, 50 ml)", "asin": "B0DY9Z9FTZ"}, {"title": "Skin Care, Creamy Moisture Facial Mist Spray - Hydrating Facial Spray, Korean Skincare, All Skin Types, with Hyaluronic Acid and Purifying Bamboo Extract, For On-The-Go, Cruelty Free (1.69oz)", "asin": "B0898J6GR8", "price": "$19.99", "delivery": "FREE delivery Mon, Apr 21"}, {"title": "Skin Care, Hyaluronic Acid - Serum for Face, Freeze dried HA Concentrate, Korean Skincare, All Skin Types, Daily Use, Hydrating, Fragrance Free, Cruelty Free Skin Care (6 count)", "asin": "B0897Y1ZTJ", "price": "$23.95", "delivery": "FREE delivery Mon, Apr 21"}, {"title": "Rael Reusable Pads, Organic Cotton Cover Pad - Postpartum and Period Essential, Heavy Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Overnight)", "asin": "B06X6HQ53S", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Rael Reusable Pads, Organic Cotton Cover - Postpartum and Period Essential, Moderate Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Regular)", "asin": "B011ZBFOLM", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 11"}, {"title": "Organic Cotton Cover Pads, Regular, 14 Count", "asin": "B07X5LJSQ8"}, {"title": "Beauty Travel Size Miracle Patch Duo, Invisible Spot Control Cover, 12 - Size 12mm / 3 - Size 31 mm - Pack of 2", "asin": "B0DZDRWD6S", "price": "$13.45", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 11 left in stock - order soon."}, {"title": "Tampons Made With Organic Cotton Super", "asin": "B07VTM87CD", "price": "$9.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Compact Tampons Made With Organic Cotton Super", "asin": "B08YSZR4LH", "price": "$9.60", "delivery": " Two-Day FREE delivery Sat, Apr 12 Only 10 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-10T17:51:48.864Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-10T17:51:48.864Z\",\"action\": \"click_product\",\"acion_argument\": \"B0713WMZM9\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-10T17:51:48.864Z\",\"action\": \"click_product\",\"acion_argument\": \"B0713WMZM9\",}</answer>", "index": 1367, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": 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\"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": 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Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\\nPowder30 Servings (Pack of 1)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\\n56 Count (Pack of 1)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nDisposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\\n12 Count (Pack of 1)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\\nAll Skin Type96 Count (Pack of 1)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nProbiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\\nCapsule30 Count (Pack of 1)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\\n56 Count (Pack of 1)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nHormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\\nPowder30 Servings (Pack of 1)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nPanty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\\n44 Count\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nTampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\\n40 Count\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"Rael\\nDisposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\\n12 Count (Pack of 1)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)\", \"asin\": \"B0713WMZM9\", \"price\": \"$18.35\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Disposable Underwear for Women, Organic Cotton Cover - Postpartum Essentials, Leak Locker, Unscented, Maximum Coverage (Size L-XL, 20 Count)\", \"asin\": \"B0B836FZFB\", \"price\": \"$25.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pads with Wings, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, Large) Bundle\", \"asin\": \"B07BNTBPQX\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)\", \"asin\": \"B0B7TMKYBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested\", \"asin\": \"B0BBSPCH3J\", \"price\": \"$15.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 28 Count)\", \"asin\": \"B07KJSSRYR\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Panty Liners for Women, Organic Cotton Cover - Long Pantiliners, Light Absorbency, Unscented, Chlorine Free (Long, 80 Count)\", \"asin\": \"B075DJ2HM4\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Feminine Wash, Foaming Cleansing Wash - pH Balance Intimate Wash Women, Unscented, Sensitive Skin, All Skin Types, Vegan, Cruelty Free (5oz, 2 Pack)\", \"asin\": \"B071LTMYQN\", \"price\": \"$17.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Long, 72 Count)\", \"asin\": \"B08B85NH87\", \"price\": \"$17.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT\", \"asin\": \"B09S2GZZ94\", \"price\": \"$11.47\", \"delivery\": \"FREE delivery for Prime members Temporarily out of stock.\"},\n{\"title\": \"Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 56 CT\", \"asin\": \"B0DX2J1NFW\", \"price\": \"$11.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Clean\\u00b2 Pads 2.0 [NEW & IMPROVED EDGES] Guaranteed Not to Shed & Tear Face Pads, Unique Triple Layers, Textured & Ultra Soft Side, Organic Disposable Cotton, Pair with Makeup Remover\", \"asin\": \"B0B3NHT4J8\", \"price\": \"$7.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Herbal Heating Patches, Period Cramps Relief, Heat Therapy, Ultra Thin Design, Large Size for Extra Coverage, All Skin Types (8 Count)\", \"asin\": \"B09S2Y1G7B\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Feminine Wipes, Flushable pH Balanced Wipe, Travel Size, All Skin Types, Paraben-Free, Daily Use (10 Count, Pack of 4)\", \"asin\": \"B07CTCGDNQ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (20 Count)\", \"asin\": \"B08H37DY6F\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Feminine Care, Period Essential for Women - Organic Cotton Cover Regular & Overnight Pads for Women, Regular Panty Liners and Feminine Wipes\", \"asin\": \"B079X5KN3Z\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Moisturizer, Miracle Clear Barrier Cream, Lightweight Hydration for Oily and Acne Prone, with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (1.8 fl oz)\", \"asin\": \"B09KFL42C8\", \"price\": \"$12.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ultra Thin Pads for Women, Overnight Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 96 CT\", \"asin\": \"B0CPD7P1K3\", \"price\": \"$21.44\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle Microcrystal Spot Cover - Hydrocolloid Acne Patch with Tea Tree Oil, Early Stage Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (36 Count)\", \"asin\": \"B07P9DJNST\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Miracle Clear Face Wash \\u2013 Gentle Exfoliating Cleanser with Succinic Acid & Minerals, Hydrating Formula for Daily Use, Ideal for Acne-Prone, Dry, Sensitive & Oily Skin, Vegan (5 fl oz)\", \"asin\": \"B09KG8B2QK\", \"price\": \"$9.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Retinol Chin Mask with Miracle Clear Barrier Cream - Face Masks and Moisturizer, 2 Step Treatment, Niacinamide, Ceramide NP, for All Skin Types, Vegan, Korean Skincare (5 Kits)\", \"asin\": \"B0DD117W6R\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Serum for Face, Miracle Clear Complete Acne Treatment - 1.5% Salicylic Acid, 2% Niacinamide, 0.5% Zinc, Pore Minimizer, Even Skin Tone, Korean Skincare (1 fl oz, 30ml)\", \"asin\": \"B0D6V4PPDQ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mask Skin Care, Hydrating Face Masks - Bamboo Facial Sheet Mask, Korean Skincare, Dewy Skin Care, Hydrating and Moisturizing, made with Fruit Extracts, All Skin Types (Hydration, 5 Sheets)\", \"asin\": \"B07733WGKG\", \"price\": \"$14.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cotton Pads for Face - Facial Sponge, Square Pad Use with Toner, Makeup Remover, Lint-Free, Soft and Thin, Korean Skin Care (200 Count)\", \"asin\": \"B087CBSZZJ\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n{\"title\": \"Toner for Face, Miracle Clear - Reducing Pores and Oils with Succinic Acid, Hydrating Vitamin B5, Vegan, Korean Skin Care (5.1 fl oz)\", \"asin\": \"B09KFRSNFL\", \"price\": \"$11.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Organic Cotton Wipes - Body Cloth, Individually Wrapped, All Skin Types, Vegan, Cruelty-Free, Unscented (10 Count, Pack of 4)\", \"asin\": \"B07PQCCHBG\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pimple Patches, Miracle XL Spot Control Cover - Hydrocolloid Acne Patch for Face, Zits & Blemish, Back and Body, Korean Skin Care, Vegan, Cruelty Free (6 Count)\", \"asin\": \"B09DKBXV1B\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Probiotics for Women - pH Balance Supplement with Prebiotics, Vaginal Immune Health, Yeast & Flora Support, Odor Control, Vegan (30 Servings)\", \"asin\": \"B0CMRGBPBR\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover - Incontinence Essential for Women, Bladder Control, Thin Cloth, Leak-Free, Machine Safe (Petite, 3 Count)\", \"asin\": \"B072BWF796\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Acne Spot Treatment, Miracle Clear Soothing Spot Gel Pen - Acne Gel, Pimple and Blemish Treatment, Korean Skincare, for Early Stage, Succinic Acid, Tea Tree, Cica, Vegan, Cruelty Free (0.14 oz)\", \"asin\": \"B0B7TVQXBX\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 12\"},\n{\"title\": \"Pimple Patches, Invisible & Microcrystal Spot Cover - Hydrocolloid Acne Patch for Face, Zit and Blemish, Breakouts, Vegan, Korean Skin Care (33 Count)\", \"asin\": \"B07VVFC4W9\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Exfoliator, Miracle Clear Triple Exfoliant Gel Serum - Glycolic, Hyaluronic Acid, 15% AHA, BHA, PHA, Hydration, Korean Skin Care, Vegan, Cruelty Free (1.7 fl oz, 50ml)\", \"asin\": \"B0D6WLCFCC\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Blackhead Remover, Miracle Patch Melting Pack, Nose Strips for Blackheads, Pore Cleansing and Soothing Sheets, 3 Step Kit, Sebum Removing Cotton Swabs, Dermatologist Tested\", \"asin\": \"B0BBSPCH3J\", \"price\": \"$15.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Feminine Spray, Soothing Mist, pH Balanced, Intimate Care for Women, Unscented, On-the-Go, Clean Ingredients, Irritation & Odor Support (1.7 Fl Oz, Pack of 2)\", \"asin\": \"B0942M2W37\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Spot Corrector Cream for Dark Spots, Brightening Serum, with Hydrating Hyaluronic Acid, Cica and Willow Bark Extract, Vegan, Korean Skin Care (0.68oz)\", \"asin\": \"B0897ZFHX2\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Face Mist, Miracle Clear Hydrating Facial Spray, Pore Control for Acne Prone & Oil with Succinic Acid, Residue Free, Vegan, Korean Skin Care (2.5 fl oz)\", \"asin\": \"B0B7TMKYBR\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"PMS Supplement, Hormone Balance for Women, Relief from Menstrual Cramps, Period Bloating, Mood Swings Treatment with Turmeric, Ginger, Magnesium, No NSAIDs, Vegan (28 Capsules)\", \"asin\": \"B0CMW6WT54\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Apr 17 - 21 for Prime members\"},\n{\"title\": \"Period Cups, Soft Reusable Menstrual Cup for Women, Medical-Grade Silicone, Light Flow, BPA-Free, Made in USA, Tampon and Pad Alternative (Mini)\", \"asin\": \"B08QV58WW1\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Skin Care, Facial Toner - Hydrating Toner for Sensitive Skin, Korean Skincare, All Skin Type, Vitamin B5, Hyaluronic Acid, Cruelty Free (5.07 oz)\", \"asin\": \"B0898K7PM9\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Mon, Apr 21 Only 6 left in stock - order soon.\"},\n{\"title\": \"Skin Care, Cleansing Water for Face - Gentle Daily Makeup Remover & Cleanser, Korean Skincare, All Skin Types, H3O Hyaluronic Acid and Cica Extract, Cruelty Free (5.07oz)\", \"asin\": \"B0897YWVW2\", \"price\": \"$24.95\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Skin Care, Face Moisturizer - Moisturizer for Face, Nourishing Gel Cream, Korean Skincare, All Skin Types, Hyaluronic Acid & Sunflower Seed Oil, Hydrating, Lightweight, Cruelty Free (1.69 oz)\", \"asin\": \"B0898MPRC8\", \"price\": \"$22.00\", \"delivery\": \"FREE delivery Thu, Apr 24 Only 11 left in stock - order soon.\"},\n{\"title\": \"Pain Relief Cream Roll-On \\u2013 Fast-Absorbing Formula with Camphor, Menthol, and Magnesium, Essential for Women (1.7 fl oz, 50 ml)\", \"asin\": \"B0DY9Z9FTZ\"},\n{\"title\": \"Skin Care, Creamy Moisture Facial Mist Spray - Hydrating Facial Spray, Korean Skincare, All Skin Types, with Hyaluronic Acid and Purifying Bamboo Extract, For On-The-Go, Cruelty Free (1.69oz)\", \"asin\": \"B0898J6GR8\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Skin Care, Hyaluronic Acid - Serum for Face, Freeze dried HA Concentrate, Korean Skincare, All Skin Types, Daily Use, Hydrating, Fragrance Free, Cruelty Free Skin Care (6 count)\", \"asin\": \"B0897Y1ZTJ\", \"price\": \"$23.95\", \"delivery\": \"FREE delivery Mon, Apr 21\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover Pad - Postpartum and Period Essential, Heavy Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Overnight)\", \"asin\": \"B06X6HQ53S\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Rael Reusable Pads, Organic Cotton Cover - Postpartum and Period Essential, Moderate Absorbency, Thin Cloth, Leak-Free, Washing Machine Safe (3 Count, Regular)\", \"asin\": \"B011ZBFOLM\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11\"},\n{\"title\": \"Organic Cotton Cover Pads, Regular, 14 Count\", \"asin\": \"B07X5LJSQ8\"},\n{\"title\": \"Beauty Travel Size Miracle Patch Duo, Invisible Spot Control Cover, 12 - Size 12mm / 3 - Size 31 mm - Pack of 2\", \"asin\": \"B0DZDRWD6S\", \"price\": \"$13.45\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 11 left in stock - order soon.\"},\n{\"title\": \"Tampons Made With Organic Cotton Super\", \"asin\": \"B07VTM87CD\", \"price\": \"$9.60\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 11 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Compact Tampons Made With Organic Cotton Super\", \"asin\": \"B08YSZR4LH\", \"price\": \"$9.60\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 12 Only 10 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:51:48.864Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\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\"search_term\": [{\"term\": \"Rael\"}],\n\"cart_items\": [{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$8.19\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0713WMZM9\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)\"},\n{\"price\": \"$17.43\"},\n{\"bullet_list\": \"100% CERTIFIED ORGANIC COTTON TOP SHEET - Made with OCS certified, Texas cotton grown without the use of toxins, pesticides or synthetic chemicals. SUPER ABSORBENT CORE - Our ultra premium, pillowy pad provides ultimate comfort and protection. Prevents overflowing and leaks and sustains freshness all day to keep you feeling drier, longer. MAXIMUM AIR FLOW - Made with hypoallergenic, soft, and breathable sheets that alleviate unpleasant odors and irritation, all while providing the highest levels of period protection. LEAK LOCKER TECHNOLOGY- Unique channel designs to trap fluids and side panels for added security. Designed to fit your dynamic lifestyle. MADE FOR ALL WOMEN - Safe and suitable for all women, skin types, and menstrual conditions.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1 \"}],\n\"product_options\": [{\"Style\": \"Regular\"},\n{\"Size\": \"28 Count (Pack of 1)\"}],\n\"promotion_items\": [{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 56 Count)\", \"asin\": \"B07KJWPH3S\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Regular, 48 Count)\", \"asin\": \"B08CM3FZ1P\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Disposable Underwear for Women, Organic Cotton Cover - Postpartum Essentials, Leak Locker, Unscented, Maximum Coverage (Size L-XL, 12 Count)\", \"asin\": \"B091JF1CYS\", \"price\": \"$16.75\", \"quantity\": \"\"},\n{\"title\": \"Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 56 Count)\", \"asin\": \"B07KJWPH3S\", \"price\": \"$22.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Rael Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)\", \"asin\": \"B0713WMZM9\", \"price\": \"$18.35\"},\n{\"title\": \"100% Organic Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, Size 3, 36 Count)\", \"asin\": \"B0DKMXRB2W\", \"price\": \"$9.99\"},\n{\"title\": \"L. Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 112 CT\", \"asin\": \"B0BP9GL46N\", \"price\": \"$22.94\"},\n{\"title\": \"L. , Organic Cotton Ultra Thin Pads for Women, Super Absorbency, With Wings, 42 Count\", \"asin\": \"B091DHJMJK\", \"price\": \"$19.99\"},\n{\"title\": \"Always Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT\", \"asin\": \"B09S2GZZ94\", \"price\": \"$11.47\"},\n{\"title\": \"Cora 100% Organic Cotton Topsheet Ultra Thin Period Pads With Wings \| Super Absorbency \| Ultra-Absorbent Sanitary Pads for Women (36 Count)\", \"asin\": \"B08288RTFX\", \"price\": \"$17.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:51:53.372Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-10T17:51:53.372Z	click	product_option	rule	train	1,368	2025-04-10T17:51:53.372Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} <\|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": "Rael"}], "cart_items": [{"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$8.19", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "product_details": [{"asin": "B0713WMZM9"}, {"title": "Rael Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)"}, {"price": "$17.43"}, {"bullet_list": "100% CERTIFIED ORGANIC COTTON TOP SHEET - Made with OCS certified, Texas cotton grown without the use of toxins, pesticides or synthetic chemicals. SUPER ABSORBENT CORE - Our ultra premium, pillowy pad provides ultimate comfort and protection. Prevents overflowing and leaks and sustains freshness all day to keep you feeling drier, longer. MAXIMUM AIR FLOW - Made with hypoallergenic, soft, and breathable sheets that alleviate unpleasant odors and irritation, all while providing the highest levels of period protection. LEAK LOCKER TECHNOLOGY- Unique channel designs to trap fluids and side panels for added security. Designed to fit your dynamic lifestyle. MADE FOR ALL WOMEN - Safe and suitable for all women, skin types, and menstrual conditions."}], "product_quantity": [{"quantity": "1"}, {"quantity": "1 "}], "product_options": [{"Style": "Regular"}, {"Size": "28 Count (Pack of 1)"}], "promotion_items": [{"title": "Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)", "asin": "B071NLD52C", "price": "$22.99", "quantity": ""}, {"title": "Rael Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 56 Count)", "asin": "B07KJWPH3S", "price": "$22.99", "quantity": ""}, {"title": "Rael Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)", "asin": "B08CMLZLKD", "price": "$15.99", "quantity": ""}, {"title": "Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)", "asin": "B091JGY2YP", "price": "$16.78", "quantity": ""}, {"title": "Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)", "asin": "B07258JQ9M", "price": "$8.99", "quantity": ""}, {"title": "Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)", "asin": "B07G1VKCND", "price": "$16.99", "quantity": ""}, {"title": "Rael Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)", "asin": "B0CMDJNG4L", "price": "$24.99", "quantity": ""}, {"title": "Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)", "asin": "B07G1VKCND", "price": "$16.99", "quantity": ""}, {"title": "Rael Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)", "asin": "B0CMDJNG4L", "price": "$24.99", "quantity": ""}, {"title": "Rael Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Regular, 48 Count)", "asin": "B08CM3FZ1P", "price": "$9.99", "quantity": ""}, {"title": "Rael Disposable Underwear for Women, Organic Cotton Cover - Postpartum Essentials, Leak Locker, Unscented, Maximum Coverage (Size L-XL, 12 Count)", "asin": "B091JF1CYS", "price": "$16.75", "quantity": ""}, {"title": "Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)", "asin": "B07258JQ9M", "price": "$8.99", "quantity": ""}, {"title": "Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)", "asin": "B071NLD52C", "price": "$22.99", "quantity": ""}, {"title": "Rael Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 56 Count)", "asin": "B07KJWPH3S", "price": "$22.99", "quantity": ""}], "comparison_items": [{"title": "Rael Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)", "asin": "B0713WMZM9", "price": "$18.35"}, {"title": "100% Organic Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, Size 3, 36 Count)", "asin": "B0DKMXRB2W", "price": "$9.99"}, {"title": "L. Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 112 CT", "asin": "B0BP9GL46N", "price": "$22.94"}, {"title": "L. , Organic Cotton Ultra Thin Pads for Women, Super Absorbency, With Wings, 42 Count", "asin": "B091DHJMJK", "price": "$19.99"}, {"title": "Always Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT", "asin": "B09S2GZZ94", "price": "$11.47"}, {"title": "Cora 100% Organic Cotton Topsheet Ultra Thin Period Pads With Wings \| Super Absorbency \| Ultra-Absorbent Sanitary Pads for Women (36 Count)", "asin": "B08288RTFX", "price": "$17.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-10T17:51:53.372Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-10T17:51:53.372Z\",\"action\": \"click\",\"acion_argument\": \"product_option\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-10T17:51:53.372Z\",\"action\": \"click\",\"acion_argument\": \"product_option\",}</answer>", "index": 1368, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\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\"search_term\": [{\"term\": \"Rael\"}],\n\"cart_items\": [{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$8.19\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0713WMZM9\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)\"},\n{\"price\": \"$17.43\"},\n{\"bullet_list\": \"100% CERTIFIED ORGANIC COTTON TOP SHEET - Made with OCS certified, Texas cotton grown without the use of toxins, pesticides or synthetic chemicals. SUPER ABSORBENT CORE - Our ultra premium, pillowy pad provides ultimate comfort and protection. Prevents overflowing and leaks and sustains freshness all day to keep you feeling drier, longer. MAXIMUM AIR FLOW - Made with hypoallergenic, soft, and breathable sheets that alleviate unpleasant odors and irritation, all while providing the highest levels of period protection. LEAK LOCKER TECHNOLOGY- Unique channel designs to trap fluids and side panels for added security. Designed to fit your dynamic lifestyle. MADE FOR ALL WOMEN - Safe and suitable for all women, skin types, and menstrual conditions.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1 \"}],\n\"product_options\": [{\"Style\": \"Regular\"},\n{\"Size\": \"28 Count (Pack of 1)\"}],\n\"promotion_items\": [{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 56 Count)\", \"asin\": \"B07KJWPH3S\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Hormone Balance for Women, Inositol Powder Supplement - Ovarian Function Support, Vitamin B8, 40:1 Proven Ratio, Folic Acid, Vegan (30 Servings)\", \"asin\": \"B0CMDJNG4L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Regular, 48 Count)\", \"asin\": \"B08CM3FZ1P\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Disposable Underwear for Women, Organic Cotton Cover - Postpartum Essentials, Leak Locker, Unscented, Maximum Coverage (Size L-XL, 12 Count)\", \"asin\": \"B091JF1CYS\", \"price\": \"$16.75\", \"quantity\": \"\"},\n{\"title\": \"Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 56 Count)\", \"asin\": \"B07KJWPH3S\", \"price\": \"$22.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Rael Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)\", \"asin\": \"B0713WMZM9\", \"price\": \"$18.35\"},\n{\"title\": \"100% Organic Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, Size 3, 36 Count)\", \"asin\": \"B0DKMXRB2W\", \"price\": \"$9.99\"},\n{\"title\": \"L. Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 112 CT\", \"asin\": \"B0BP9GL46N\", \"price\": \"$22.94\"},\n{\"title\": \"L. , Organic Cotton Ultra Thin Pads for Women, Super Absorbency, With Wings, 42 Count\", \"asin\": \"B091DHJMJK\", \"price\": \"$19.99\"},\n{\"title\": \"Always Pure Cotton Feminine Pads for Women, Size 2, Heavy Flow, with Wings, unscented, 34 CT\", \"asin\": \"B09S2GZZ94\", \"price\": \"$11.47\"},\n{\"title\": \"Cora 100% Organic Cotton Topsheet Ultra Thin Period Pads With Wings \| Super Absorbency \| Ultra-Absorbent Sanitary Pads for Women (36 Count)\", \"asin\": \"B08288RTFX\", \"price\": \"$17.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:51:53.372Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"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\"search_term\": [{\"term\": \"Rael\"}],\n\"cart_items\": [{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$8.19\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B071HDJH7W\"},\n{\"title\": \"Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 28 Count)\"},\n{\"price\": \"$11.62\"},\n{\"bullet_list\": \"100% CERTIFIED ORGANIC COTTON TOP SHEET - Made with OCS certified, Texas cotton grown without the use of toxins, pesticides or synthetic chemicals. SUPER ABSORBENT CORE - Our ultra premium, pillowy pad provides ultimate comfort and protection. Prevents overflowing and leaks and sustains freshness all day to keep you feeling drier, longer. MAXIMUM AIR FLOW - Made with hypoallergenic, soft, and breathable sheets that alleviate unpleasant odors and irritation, all while providing the highest levels of period protection. LEAK LOCKER TECHNOLOGY - Unique channel designs to trap fluids and side panels for added security. Designed to fit your dynamic lifestyle. MADE FOR ALL WOMEN - Safe and suitable for all women, skin types, and menstrual conditions.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1\"}],\n\"product_options\": [{\"Style\": \"Large\"},\n{\"Size\": \"28 Count (Pack of 1)\"}],\n\"promotion_items\": [{\"title\": \"Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 56 Count)\", \"asin\": \"B07KJWPH3S\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Cora 100% Organic Cotton Topsheet Ultra Thin Period Pads With Wings \| Super Absorbency \| Ultra-Absorbent Sanitary Pads for Women (36 Count)\", \"asin\": \"B08288RTFX\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Regular, 48 Count)\", \"asin\": \"B08CM3FZ1P\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 56 Count)\", \"asin\": \"B07KJWPH3S\", \"price\": \"$22.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 28 Count)\", \"asin\": \"B071HDJH7W\", \"price\": \"$12.23\"},\n{\"title\": \"L. Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 112 CT\", \"asin\": \"B0BP9GL46N\", \"price\": \"$22.94\"},\n{\"title\": \"Cora 100% Organic Cotton Topsheet Pads \| 36 Regular Pads\", \"asin\": \"B07XR7DVL4\", \"price\": \"$17.99\"},\n{\"title\": \"Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\"},\n{\"title\": \"Organyc 100% Certified Organic Cotton Feminine Pads, Moderate Flow, 10 Count\", \"asin\": \"B004DGMNFM\", \"price\": \"$7.49\"},\n{\"title\": \"Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 81 Count)\", \"asin\": \"B072BG2V5V\", \"price\": \"$14.50\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:52:29.217Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-10T17:52:29.217Z	click	product_option	rule	train	1,369	2025-04-10T17:52:29.217Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-27T18:44:18.941Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:21.494Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:23.255Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:24.854Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.271Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:27.793Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:44:38.139Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-03-27T18:45:04.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-03-27T18:45:23.914Z", "action": "click_product", "action_argument": "B00A4BBCIE"} {"timestamp": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "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": "Rael"}], "cart_items": [{"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$8.19", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "product_details": [{"asin": "B071HDJH7W"}, {"title": "Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 28 Count)"}, {"price": "$11.62"}, {"bullet_list": "100% CERTIFIED ORGANIC COTTON TOP SHEET - Made with OCS certified, Texas cotton grown without the use of toxins, pesticides or synthetic chemicals. SUPER ABSORBENT CORE - Our ultra premium, pillowy pad provides ultimate comfort and protection. Prevents overflowing and leaks and sustains freshness all day to keep you feeling drier, longer. MAXIMUM AIR FLOW - Made with hypoallergenic, soft, and breathable sheets that alleviate unpleasant odors and irritation, all while providing the highest levels of period protection. LEAK LOCKER TECHNOLOGY - Unique channel designs to trap fluids and side panels for added security. Designed to fit your dynamic lifestyle. MADE FOR ALL WOMEN - Safe and suitable for all women, skin types, and menstrual conditions."}], "product_quantity": [{"quantity": "1"}, {"quantity": "1"}], "product_options": [{"Style": "Large"}, {"Size": "28 Count (Pack of 1)"}], "promotion_items": [{"title": "Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)", "asin": "B07258JQ9M", "price": "$8.99", "quantity": ""}, {"title": "Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)", "asin": "B071NLD52C", "price": "$22.99", "quantity": ""}, {"title": "Rael Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 56 Count)", "asin": "B07KJWPH3S", "price": "$22.99", "quantity": ""}, {"title": "Rael Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)", "asin": "B08CMLZLKD", "price": "$15.99", "quantity": ""}, {"title": "Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)", "asin": "B091JGY2YP", "price": "$16.78", "quantity": ""}, {"title": "Rael Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)", "asin": "B083C6BYG9", "price": "$18.99", "quantity": ""}, {"title": "Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)", "asin": "B07G1VKCND", "price": "$16.99", "quantity": ""}, {"title": "Cora 100% Organic Cotton Topsheet Ultra Thin Period Pads With Wings \| Super Absorbency \| Ultra-Absorbent Sanitary Pads for Women (36 Count)", "asin": "B08288RTFX", "price": "$17.99", "quantity": ""}, {"title": "Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)", "asin": "B091JGY2YP", "price": "$16.78", "quantity": ""}, {"title": "Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)", "asin": "B07G1VKCND", "price": "$16.99", "quantity": ""}, {"title": "Rael Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Regular, 48 Count)", "asin": "B08CM3FZ1P", "price": "$9.99", "quantity": ""}, {"title": "Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)", "asin": "B07258JQ9M", "price": "$8.99", "quantity": ""}, {"title": "Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)", "asin": "B071NLD52C", "price": "$22.99", "quantity": ""}, {"title": "Rael Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 56 Count)", "asin": "B07KJWPH3S", "price": "$22.99", "quantity": ""}], "comparison_items": [{"title": "Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 28 Count)", "asin": "B071HDJH7W", "price": "$12.23"}, {"title": "L. Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 112 CT", "asin": "B0BP9GL46N", "price": "$22.94"}, {"title": "Cora 100% Organic Cotton Topsheet Pads \| 36 Regular Pads", "asin": "B07XR7DVL4", "price": "$17.99"}, {"title": "Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)", "asin": "B071VBZLPX", "price": "$22.99"}, {"title": "Organyc 100% Certified Organic Cotton Feminine Pads, Moderate Flow, 10 Count", "asin": "B004DGMNFM", "price": "$7.49"}, {"title": "Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 81 Count)", "asin": "B072BG2V5V", "price": "$14.50"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-10T17:52:29.217Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-10T17:52:29.217Z\",\"action\": \"click\",\"acion_argument\": \"product_option\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-10T17:52:29.217Z\",\"action\": \"click\",\"acion_argument\": \"product_option\",}</answer>", "index": 1369, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-27T18:44:18.941Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:21.494Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:23.255Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:24.854Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.271Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:27.793Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:44:38.139Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-03-27T18:45:04.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-03-27T18:45:23.914Z\", \"action\": \"click_product\", \"action_argument\": \"B00A4BBCIE\"}\n{\"timestamp\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"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\"search_term\": [{\"term\": \"Rael\"}],\n\"cart_items\": [{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$8.19\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B071HDJH7W\"},\n{\"title\": \"Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 28 Count)\"},\n{\"price\": \"$11.62\"},\n{\"bullet_list\": \"100% CERTIFIED ORGANIC COTTON TOP SHEET - Made with OCS certified, Texas cotton grown without the use of toxins, pesticides or synthetic chemicals. SUPER ABSORBENT CORE - Our ultra premium, pillowy pad provides ultimate comfort and protection. Prevents overflowing and leaks and sustains freshness all day to keep you feeling drier, longer. MAXIMUM AIR FLOW - Made with hypoallergenic, soft, and breathable sheets that alleviate unpleasant odors and irritation, all while providing the highest levels of period protection. LEAK LOCKER TECHNOLOGY - Unique channel designs to trap fluids and side panels for added security. Designed to fit your dynamic lifestyle. MADE FOR ALL WOMEN - Safe and suitable for all women, skin types, and menstrual conditions.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1\"}],\n\"product_options\": [{\"Style\": \"Large\"},\n{\"Size\": \"28 Count (Pack of 1)\"}],\n\"promotion_items\": [{\"title\": \"Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 56 Count)\", \"asin\": \"B07KJWPH3S\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Incontinence Pads for Women, Organic Cotton Cover - Postpartum Essential, Heavy Absorbency, Bladder Leak Control, 4 Layer Core with Leak Guard Technology, Long Length (Moderate, 30 Count)\", \"asin\": \"B08CMLZLKD\", \"price\": \"$15.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael Tampons, Slim Applicator with Organic Cotton Core, Multipack, Regular and Super Absorbency, BPA-Free, Leak Locker Technology, Unscented, Chlorine-Free (40 Count, Bundle)\", \"asin\": \"B083C6BYG9\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Cora 100% Organic Cotton Topsheet Ultra Thin Period Pads With Wings \| Super Absorbency \| Ultra-Absorbent Sanitary Pads for Women (36 Count)\", \"asin\": \"B08288RTFX\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Disposable Underwear for Women, Organic Cotton Cover - Incontinence Pads, Postpartum Essentials, Disposable Underwear, Unscented, Maximum Coverage (Size S-M, 12 Count)\", \"asin\": \"B091JGY2YP\", \"price\": \"$16.78\", \"quantity\": \"\"},\n{\"title\": \"Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\", \"asin\": \"B07G1VKCND\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Incontinence Liners for Women, Organic Cotton Cover, Postpartum Essential, Moderate Absorbency, Bladder Control, 4-Layer Core with Leak Guard Technology (Regular, 48 Count)\", \"asin\": \"B08CM3FZ1P\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 44 Count)\", \"asin\": \"B07258JQ9M\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented, Ultra Thin (Overnight, 40 Count)\", \"asin\": \"B071NLD52C\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pad with Wings, Feminine Care, Sanitary Napkins, Light Absorbency, Unscented, Ultra Thin (Petite, 56 Count)\", \"asin\": \"B07KJWPH3S\", \"price\": \"$22.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 28 Count)\", \"asin\": \"B071HDJH7W\", \"price\": \"$12.23\"},\n{\"title\": \"L. Ultra Thin Pads for Women, Regular Absorbency, Organic Cotton Top Layer, Unscented Pads with Wings, 112 CT\", \"asin\": \"B0BP9GL46N\", \"price\": \"$22.94\"},\n{\"title\": \"Cora 100% Organic Cotton Topsheet Pads \| 36 Regular Pads\", \"asin\": \"B07XR7DVL4\", \"price\": \"$17.99\"},\n{\"title\": \"Rael Pads For Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 56 Total)\", \"asin\": \"B071VBZLPX\", \"price\": \"$22.99\"},\n{\"title\": \"Organyc 100% Certified Organic Cotton Feminine Pads, Moderate Flow, 10 Count\", \"asin\": \"B004DGMNFM\", \"price\": \"$7.49\"},\n{\"title\": \"Rael Panty Liners for Women, Organic Cotton Cover - Regular Pantiliners, Light Absorbency, Unscented, Chlorine Free (Regular, 81 Count)\", \"asin\": \"B072BG2V5V\", \"price\": \"$14.50\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-10T17:52:29.217Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-18T14:36:31.344Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-18T14:36:31.344Z	input	egg roll hair	rule	train	1,370	2025-04-18T14:36:31.344Z	input	egg roll hair	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} <\|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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-18T14:36:31.344Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-18T14:36:31.344Z\",\"action\": \"input\",\"acion_argument\": \"egg roll hair\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-18T14:36:31.344Z\",\"action\": \"input\",\"acion_argument\": \"egg roll hair\",}</answer>", "index": 1370, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-18T14:36:31.344Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\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\"search_term\": [{\"term\": \"egg roll hair\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-18T14:36:31.426Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-18T14:36:31.426Z	click	suggested_term	rule	train	1,371	2025-04-18T14:36:31.426Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-03-29T22:51:11.302Z", "action": "input", "action_argument": "vit"} {"timestamp": "2025-03-29T22:51:11.383Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:51:19.397Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:51:48.872Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-03-29T22:52:45.413Z", "action": "click_product", "action_argument": "B000WZI4WY"} {"timestamp": "2025-03-29T22:53:21.440Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:21.466Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:46.259Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-03-29T22:53:56.303Z", "action": "purchase", "action_argument": "B000WZI4WY"} {"timestamp": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} <\|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": "egg roll hair"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-18T14:36:31.426Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-18T14:36:31.426Z\",\"action\": \"click\",\"acion_argument\": \"suggested_term\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-18T14:36:31.426Z\",\"action\": \"click\",\"acion_argument\": \"suggested_term\",}</answer>", "index": 1371, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-03-29T22:51:11.302Z\", \"action\": \"input\", \"action_argument\": \"vit\"}\n{\"timestamp\": \"2025-03-29T22:51:11.383Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:51:19.397Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:51:48.872Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-03-29T22:52:45.413Z\", \"action\": \"click_product\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-03-29T22:53:21.440Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:21.466Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:46.259Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-03-29T22:53:56.303Z\", \"action\": \"purchase\", \"action_argument\": \"B000WZI4WY\"}\n{\"timestamp\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\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\"search_term\": [{\"term\": \"egg roll hair\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-18T14:36:31.426Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:36:44.091Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-22T19:36:44.091Z	input	cold s	rule	train	1,372	2025-04-22T19:36:44.091Z	input	cold s	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} <\|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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-22T19:36:44.091Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-22T19:36:44.091Z\",\"action\": \"input\",\"acion_argument\": \"cold s\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-22T19:36:44.091Z\",\"action\": \"input\",\"acion_argument\": \"cold s\",}</answer>", "index": 1372, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:36:44.091Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\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\"search_term\": [{\"term\": \"cold s\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:36:44.171Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-22T19:36:44.171Z	click	suggested_term	rule	train	1,373	2025-04-22T19:36:44.171Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} <\|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": "cold s"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-22T19:36:44.171Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-22T19:36:44.171Z\",\"action\": \"click\",\"acion_argument\": \"suggested_term\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-22T19:36:44.171Z\",\"action\": \"click\",\"acion_argument\": \"suggested_term\",}</answer>", "index": 1373, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\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\"search_term\": [{\"term\": \"cold s\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:36:44.171Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"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\"search_term\": [{\"term\": \"cold sore treatment\"}],\n\"cart_items\": [{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$80.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\\n0.15 Ounce (Pack of 1)\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz\", \"asin\": \"B000052YE1\", \"price\": \"$7.49\", \"quantity\": \"\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\\n0.07 Fl Oz (Pack of 2)\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B08881XJNR\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\\n0.07 Fl Oz (Pack of 2)\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\\n0.15 Ounce (Pack of 1)\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women\\n60 Count (Pack of 1)\", \"asin\": \"B0D6WJDYX6\", \"price\": \"$20.95\", \"quantity\": \"\"},\n{\"title\": \"Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\\nCapsule60 Count (Pack of 1)\", \"asin\": \"B08881XJNR\", \"price\": \"$39.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz.\\\" Rated 4.5 out of 5 stars by 685 reviews. Eligible for Prime.\", \"asin\": \"B0BDNYX54S\"},\n{\"title\": \"Go to detail page for \\\"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz.\\\" Rated 4.6 out of 5 stars by 11072 reviews. Eligible for Prime.\", \"asin\": \"B000052YE1\"},\n{\"title\": \"Go to detail page for \\\"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack.\\\" Rated 4.7 out of 5 stars by 2095 reviews. Eligible for Prime.\", \"asin\": \"B08HBQ94MB\"}],\n\"search_results\": [{\"title\": \"Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\", \"asin\": \"B08881XJNR\", \"price\": \"$39.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Herpecin-L Pain Relief Triple Action with Lidocaine Cold Sore and Fever Blister Treatment, 0.15 oz (2 Pack)\", \"asin\": \"B0C7S64JDS\", \"price\": \"$14.56\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Luminance Red The Proven Lip Sore Device for Pain Relief and Management\", \"asin\": \"B07SD7YYXH\", \"price\": \"$349.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Lyranda\\u00ae - Lysine Cold Sore Treatment - Chewable L-Lysine Tablets - Faster Absorption and Better Hygiene\", \"asin\": \"B0D94SZYDF\", \"price\": \"$19.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Denavir (Brand for Penciclovir)\", \"asin\": \"B08H8XV36M\", \"price\": \"$828.73\", \"delivery\": \" FREE delivery\"},\n{\"title\": \"Cold Sore (Oral Herpes) Treatment \| Request a prescription for cold sore medication like valacyclovir (Valtrex) for fever blister outbreak, prevention from an online doctor, NP, or PA\", \"asin\": \"B09VNHT5N4\", \"price\": \"$29.00\", \"delivery\": \"Price may vary by location. On demand virtual care is also included in One Medical Membership. Provider available Same/Next day Message visit typically within 4h Video visit typically within 2h\"},\n{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz\", \"asin\": \"B000052YE1\", \"price\": \"$7.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women\", \"asin\": \"B0D6WJDYX6\", \"price\": \"$20.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible\", \"asin\": \"B0CR1W5G2N\", \"price\": \"$9.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Red Light Therapy for Face, FSA HSA Cold Sore Treatment Red Light Therapy Wand, Rechargeable Infrared Light Therapy for Pain Relief, Body & Skin Inflammation, Fast Recovery - 3 Modes\", \"asin\": \"B0DL4K9TLJ\", \"price\": \"$119.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Quantum Health Lip Clear Lysine+ Cold Sore Treatment Soothe & Moisturize Mouth Sores - L-Lysine Menthol Calendula & Propolis Ointment - Transparent Fever Blister Healing Balm - 0.25 Oz\", \"asin\": \"B00014EGA0\", \"price\": \"$7.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Campho Phenique Cold Sore and Fever Blister Treatment for Lips, Maximum Strength Provides Instant Relief, Helps Prevent Infection To Promote Healing, Original Gel Formula, 0.23 Oz\", \"asin\": \"B071Z1LZCP\", \"price\": \"$4.24\", \"delivery\": \" FREE delivery Today 4 PM - 6 PM on orders over $50\"},\n{\"title\": \"Abreva Cold Sore Treatment Rapid Pain Relief Cream - 1 Tube, 3 Grams\", \"asin\": \"B0C43HPYFK\", \"price\": \"$12.94\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\", \"asin\": \"B08881XJNR\", \"price\": \"$39.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Releev 1 Day Cold Sore Treatment 6ML\", \"asin\": \"B003GD0I5A\", \"price\": \"$20.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment Gel, Clear, 1 Tube of 0.14 Oz (Pack of 1)\", \"asin\": \"B08H5CDJP6\", \"price\": \"$7.18\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Herstat+ Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment\", \"asin\": \"B0D2DXPQCN\", \"price\": \"$12.90\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Propolis Throat Spray by Beekeeper's Naturals - 95% Bee Propolis Extract, Natural Immune Support & Sore Throat Relief - Antioxidants, Keto, Paleo, Gluten-Free (1.06 oz)(Pack of 1)\", \"asin\": \"B019ND0DU6\", \"price\": \"$13.92\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Quantum Health Lip Clear Lysine+ Cold Sore Treatment Soothe & Moisturize Mouth Sores - L-Lysine Menthol Calendula & Propolis Ointment - Transparent Fever Blister Healing Balm - 0.25 Oz\", \"asin\": \"B00014EGA0\", \"price\": \"$7.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment & Cold Sore Concealer - The Best Full Coverage Cold Sore Cover Up Makeup to Help Disguise and Soothe - Light\", \"asin\": \"B0B4T7ZNR1\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Burt's Bees Cold Sore Treatment and Medicated Lip Balm, College Back to School Dorm Essentials, With Menthol and Eucalyptus Oil, Natural Origin Skincare, 2 Tubes, 0.07 oz./0.15 oz.\", \"asin\": \"B09CK1V89X\", \"price\": \"$16.57\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz\", \"asin\": \"B000052YE1\", \"price\": \"$7.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)\", \"asin\": \"B01KHNJ9KG\", \"price\": \"$14.14\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Orajel Touch Free Cold Sore Treatment .12oz, Liquid Formula, Provides Immediate & Targeted Pain Relief, Bonus Size, 6 Applicators.\", \"asin\": \"B09KW5C7XN\", \"price\": \"$16.34\", \"delivery\": \"FREE delivery Fri, Apr 25\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Nature's Way Umcka ColdCare Soothing Hot Drink - Homeopathic \\u2013 With Pelargonium sidoides 1X- Helps Shorten Duration of Colds - Soothing Lemon Flavored - Suitable for Ages 6+ - 10 Packets\", \"asin\": \"B000WKW6S2\", \"price\": \"$11.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Releev 1 Day Cold Sore Symptom Treatment, 6 mL (0.20 oz)\", \"asin\": \"B0047J38WC\", \"price\": \"$22.93\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment Gel, Clear, 1 Tube of 0.14 Oz (Pack of 1)\", \"asin\": \"B08H5CDJP6\", \"price\": \"$7.18\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible\", \"asin\": \"B0CR1W5G2N\", \"price\": \"$9.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07 oz - 2 Tubes\", \"asin\": \"B0CCK7L4K5\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Fri, Apr 25\"},\n{\"title\": \"Lyranda\\u00ae - Lysine Cold Sore Treatment - Chewable L-Lysine Tablets - Faster Absorption and Better Hygiene\", \"asin\": \"B0D94SZYDF\", \"price\": \"$19.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"L-Lysine Ointment - 0.875 oz - Lysine Cold Sore Treatment and Blister Relief - Soothes Chapped Lips and Dry Skin \\u2013 2-Pack\", \"asin\": \"B00IZGVZBE\", \"price\": \"$18.91\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"\| Daily Cold Sore Supplement Including L-Lysine & Natural Defense Ingredients \| Around The Clock Support \| 60 Count \| Made in The USA\", \"asin\": \"B07L9ZKJS8\", \"price\": \"$19.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Zilactin Early Relief Cold Sore Treatment - Fast Relief of Cold Sores and Fever Blisters, Made in USA, 0.25oz Gel, Pack of 1\", \"asin\": \"B0D64511HX\", \"price\": \"$9.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore KUR + Cold Sore Remedy + Doctor Skanchy + time\", \"asin\": \"B0856RLB34\", \"price\": \"$24.00\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump\", \"asin\": \"B000UALM1G\", \"price\": \"$13.88\", \"delivery\": \" FREE delivery Today 4 PM - 6 PM on orders over $50\"},\n{\"title\": \"Blistex Medicated Lip Ointment, 0.21 Ounce Tube, Relieves Cold Sores & Helps Heal Dry Chapped Lips, Pain Relief from Lip Sores & Blisters, Healing Ointment, 1 Pack\", \"asin\": \"B0B7YZHJJS\", \"price\": \"$5.91\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"RELEEV 1 Day Cold Sore Treatment 6 mL (Pack of 2)\", \"asin\": \"B01IAHZD3I\", \"price\": \"$36.50\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Only 14 left in stock - order soon.\"},\n{\"title\": \"TARO Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 2 Tube)\", \"asin\": \"B0CQMRJ8S8\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Burt's Bees Cold Sore Treatment Bundle with Burt\\u2019s Bees Healing Patches and Burt\\u2019s Bees Cold Sore Treatment with Rhubarb and Sage, Protects, Heals and Relieves Symptoms\", \"asin\": \"B0C8WX5MKC\", \"price\": \"$24.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Quantum Health Lip Clear Invisible Cold Sore Bandage, Fever Blister Patch - Patch Soothes and Protects, Hides Cold Sores, Helps Prevent Contamination, 12 Ct\", \"asin\": \"B0063I312C\", \"price\": \"$9.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment for Lips and Blister Prevention - Made in USA - 1.7% Menthol Lip Balm - Fast Cold Sore Treatment Medicated Lip Balm - 1 Day Cold Sore Treatment & Fever Blister Treatment for Lips\", \"asin\": \"B094XDHLFT\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07oz - 1 Tube\", \"asin\": \"B0B7K8H4Y2\", \"price\": \"$8.97\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack\", \"asin\": \"B08HBQ94MB\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Quantum SuperLysine+ Cold Sore Treatment Ointment\|Relieves Pain, Burning, and Itching\|Cuts Healing Time in Half\|0.25 Ounce\", \"asin\": \"B001CMZ8MA\", \"price\": \"$9.86\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"HEALTH AZ+ CMD Cold Sore 15 Patch (Pack of 3)\", \"asin\": \"B0CH1B3CV2\", \"price\": \"$26.94\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Orajel Touch-Free Applicator for Cold Sores, 6 count (Pack of 2)\", \"asin\": \"B07J9QHH3Q\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Sun, Apr 27 for Prime members Only 20 left in stock - order soon.\"},\n{\"title\": \"Viconor Red Light Therapy Cold Sores Treatment&Fever Blister,Canker Sore Mouth Sore Relief, Nose Ear Knee Hands Joint Muscle,Handheld Infrared Red Light Therapy Device for Body Face(Blue)\", \"asin\": \"B0CQLQ7XYN\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women\", \"asin\": \"B0D6WJDYX6\", \"price\": \"$20.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Herstat+ Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment\", \"asin\": \"B0D2DXPQCN\", \"price\": \"$12.90\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Red Light Therapy Cold Sores Treatment&Fever Blister,Canker Sore Relief, Nose Ear Knee Joint Muscle,Handheld Infrared Red Light Therapy Device for Body (Blue2)\", \"asin\": \"B0BTDB7MDF\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Premium Tablets \| Helps Against Outbreaks & Cold Sores with No Side Effects \| Helps to Quickly Ease & Reduce Symptoms of Cold Sore, & Fever Blisters \| 60 Tablets\", \"asin\": \"B09XPCGGQJ\", \"price\": \"$37.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"TARO Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 1 Tube)\", \"asin\": \"B0CP2RLRJ8\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Mon, Apr 28 for Prime members\"},\n{\"title\": \"Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand\", \"asin\": \"B08C9Q8TTM\", \"price\": \"$6.54\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment for Lips, One-and-Done, All-Natural Single Application Topical One Dose Fever Blister Medication \| One Application per Outbreak \| Two Applications per Box\", \"asin\": \"B07KFPPTHJ\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Carmex Multi-Symptom 3-in-1 Cold Sore Treatment - 0.07 OZ Each (Pack of 2)\", \"asin\": \"B08P2GQPZX\", \"price\": \"$24.15\", \"delivery\": \"FREE delivery Fri, May 2 Or fastest delivery Apr 25 - 29\"},\n{\"title\": \"Best Cold Sore Supplement with Lysine and Lemon Balm - Dr. Danielle Cold Sore Assist - 120 Capsules\", \"asin\": \"B08NZZVQ4L\", \"price\": \"$39.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"eos Medicated Lip Balm - The Fixer \| Lip Care to Repair and Protect Chapped and Dry Lips \| Instant Cooling and Pain Relief with Natural Ingredients \| 0.35 oz\", \"asin\": \"B08C8WMPMR\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:37:00.997Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-22T19:37:00.997Z	click	search	rule	train	1,374	2025-04-22T19:37:00.997Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "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": "cold sore treatment"}], "cart_items": [{"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)", "asin": "B0CJVDKJYD", "price": "$36.99", "quantity": "1"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "quantity": "1"}, {"title": "medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea", "asin": "B0DGTMR754", "price": "$19.00", "quantity": "1"}, {"title": "CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces", "asin": "B0C63HWV6Z", "price": "$80.00", "quantity": "1"}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "promotion_items": [{"title": "Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "quantity": ""}, {"title": "Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\n0.15 Ounce (Pack of 1)", "asin": "B0BDNYX54S", "price": "$7.28", "quantity": ""}, {"title": "Herpecin L Lip Balm Stick; 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Eligible for Prime.", "asin": "B0BDNYX54S"}, {"title": "Go to detail page for \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz.\" Rated 4.6 out of 5 stars by 11072 reviews. Eligible for Prime.", "asin": "B000052YE1"}, {"title": "Go to detail page for \"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack.\" Rated 4.7 out of 5 stars by 2095 reviews. Eligible for Prime.", "asin": "B08HBQ94MB"}], "search_results": [{"title": "Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin", "asin": "B08881XJNR", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Herpecin-L Pain Relief Triple Action with Lidocaine Cold Sore and Fever Blister Treatment, 0.15 oz (2 Pack)", "asin": "B0C7S64JDS", "price": "$14.56", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Luminance Red The Proven Lip Sore Device for Pain Relief and Management", "asin": "B07SD7YYXH", "price": "$349.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Lyranda\u00ae - Lysine Cold Sore Treatment - Chewable L-Lysine Tablets - Faster Absorption and Better Hygiene", "asin": "B0D94SZYDF", "price": "$19.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Denavir (Brand for Penciclovir)", "asin": "B08H8XV36M", "price": "$828.73", "delivery": " FREE delivery"}, {"title": "Cold Sore (Oral Herpes) Treatment \| Request a prescription for cold sore medication like valacyclovir (Valtrex) for fever blister outbreak, prevention from an online doctor, NP, or PA", "asin": "B09VNHT5N4", "price": "$29.00", "delivery": "Price may vary by location. On demand virtual care is also included in One Medical Membership. Provider available Same/Next day Message visit typically within 4h Video visit typically within 2h"}, {"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$15.50", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2", "asin": "B071K8PFHG", "price": "$25.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count", "asin": "B08MVF9YW1", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2", "asin": "B071K8PFHG", "price": "$25.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz", "asin": "B000052YE1", "price": "$7.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women", "asin": "B0D6WJDYX6", "price": "$20.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible", "asin": "B0CR1W5G2N", "price": "$9.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Red Light Therapy for Face, FSA HSA Cold Sore Treatment Red Light Therapy Wand, Rechargeable Infrared Light Therapy for Pain Relief, Body & Skin Inflammation, Fast Recovery - 3 Modes", "asin": "B0DL4K9TLJ", "price": "$119.00", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Quantum Health Lip Clear Lysine+ Cold Sore Treatment Soothe & Moisturize Mouth Sores - L-Lysine Menthol Calendula & Propolis Ointment - Transparent Fever Blister Healing Balm - 0.25 Oz", "asin": "B00014EGA0", "price": "$7.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Campho Phenique Cold Sore and Fever Blister Treatment for Lips, Maximum Strength Provides Instant Relief, Helps Prevent Infection To Promote Healing, Original Gel Formula, 0.23 Oz", "asin": "B071Z1LZCP", "price": "$4.24", "delivery": " FREE delivery Today 4 PM - 6 PM on orders over $50"}, {"title": "Abreva Cold Sore Treatment Rapid Pain Relief Cream - 1 Tube, 3 Grams", "asin": "B0C43HPYFK", "price": "$12.94", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin", "asin": "B08881XJNR", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Releev 1 Day Cold Sore Treatment 6ML", "asin": "B003GD0I5A", "price": "$20.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cold Sore Treatment Gel, Clear, 1 Tube of 0.14 Oz (Pack of 1)", "asin": "B08H5CDJP6", "price": "$7.18", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Herstat+ Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment", "asin": "B0D2DXPQCN", "price": "$12.90", "delivery": " Two-Day FREE delivery Thu, Apr 24"}, {"title": "Propolis Throat Spray by Beekeeper's Naturals - 95% Bee Propolis Extract, Natural Immune Support & Sore Throat Relief - Antioxidants, Keto, Paleo, Gluten-Free (1.06 oz)(Pack of 1)", "asin": "B019ND0DU6", "price": "$13.92", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Quantum Health Lip Clear Lysine+ Cold Sore Treatment Soothe & Moisturize Mouth Sores - L-Lysine Menthol Calendula & Propolis Ointment - Transparent Fever Blister Healing Balm - 0.25 Oz", "asin": "B00014EGA0", "price": "$7.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cold Sore Treatment & Cold Sore Concealer - The Best Full Coverage Cold Sore Cover Up Makeup to Help Disguise and Soothe - Light", "asin": "B0B4T7ZNR1", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Burt's Bees Cold Sore Treatment and Medicated Lip Balm, College Back to School Dorm Essentials, With Menthol and Eucalyptus Oil, Natural Origin Skincare, 2 Tubes, 0.07 oz./0.15 oz.", "asin": "B09CK1V89X", "price": "$16.57", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz", "asin": "B000052YE1", "price": "$7.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)", "asin": "B01KHNJ9KG", "price": "$14.14", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Orajel Touch Free Cold Sore Treatment .12oz, Liquid Formula, Provides Immediate & Targeted Pain Relief, Bonus Size, 6 Applicators.", "asin": "B09KW5C7XN", "price": "$16.34", "delivery": "FREE delivery Fri, Apr 25"}, {"title": "Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Nature's Way Umcka ColdCare Soothing Hot Drink - Homeopathic \u2013 With Pelargonium sidoides 1X- Helps Shorten Duration of Colds - Soothing Lemon Flavored - Suitable for Ages 6+ - 10 Packets", "asin": "B000WKW6S2", "price": "$11.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Releev 1 Day Cold Sore Symptom Treatment, 6 mL (0.20 oz)", "asin": "B0047J38WC", "price": "$22.93", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz", "asin": "B0BDNYX54S", "price": "$7.28", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Cold Sore Treatment Gel, Clear, 1 Tube of 0.14 Oz (Pack of 1)", "asin": "B08H5CDJP6", "price": "$7.18", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible", "asin": "B0CR1W5G2N", "price": "$9.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07 oz - 2 Tubes", "asin": "B0CCK7L4K5", "price": "$16.99", "delivery": "FREE delivery Fri, Apr 25"}, {"title": "Lyranda\u00ae - Lysine Cold Sore Treatment - Chewable L-Lysine Tablets - Faster Absorption and Better Hygiene", "asin": "B0D94SZYDF", "price": "$19.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "L-Lysine Ointment - 0.875 oz - Lysine Cold Sore Treatment and Blister Relief - Soothes Chapped Lips and Dry Skin \u2013 2-Pack", "asin": "B00IZGVZBE", "price": "$18.91", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "\| Daily Cold Sore Supplement Including L-Lysine & Natural Defense Ingredients \| Around The Clock Support \| 60 Count \| Made in The USA", "asin": "B07L9ZKJS8", "price": "$19.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Zilactin Early Relief Cold Sore Treatment - Fast Relief of Cold Sores and Fever Blisters, Made in USA, 0.25oz Gel, Pack of 1", "asin": "B0D64511HX", "price": "$9.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cold Sore KUR + Cold Sore Remedy + Doctor Skanchy + time", "asin": "B0856RLB34", "price": "$24.00", "delivery": " Two-Day FREE delivery Thu, Apr 24"}, {"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump", "asin": "B000UALM1G", "price": "$13.88", "delivery": " FREE delivery Today 4 PM - 6 PM on orders over $50"}, {"title": "Blistex Medicated Lip Ointment, 0.21 Ounce Tube, Relieves Cold Sores & Helps Heal Dry Chapped Lips, Pain Relief from Lip Sores & Blisters, Healing Ointment, 1 Pack", "asin": "B0B7YZHJJS", "price": "$5.91", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "RELEEV 1 Day Cold Sore Treatment 6 mL (Pack of 2)", "asin": "B01IAHZD3I", "price": "$36.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Only 14 left in stock - order soon."}, {"title": "TARO Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 2 Tube)", "asin": "B0CQMRJ8S8", "price": "$14.99", "delivery": " Two-Day FREE delivery Thu, Apr 24"}, {"title": "Burt's Bees Cold Sore Treatment Bundle with Burt\u2019s Bees Healing Patches and Burt\u2019s Bees Cold Sore Treatment with Rhubarb and Sage, Protects, Heals and Relieves Symptoms", "asin": "B0C8WX5MKC", "price": "$24.62", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Quantum Health Lip Clear Invisible Cold Sore Bandage, Fever Blister Patch - Patch Soothes and Protects, Hides Cold Sores, Helps Prevent Contamination, 12 Ct", "asin": "B0063I312C", "price": "$9.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Cold Sore Treatment for Lips and Blister Prevention - Made in USA - 1.7% Menthol Lip Balm - Fast Cold Sore Treatment Medicated Lip Balm - 1 Day Cold Sore Treatment & Fever Blister Treatment for Lips", "asin": "B094XDHLFT", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07oz - 1 Tube", "asin": "B0B7K8H4Y2", "price": "$8.97", "delivery": " Two-Day FREE delivery Thu, Apr 24"}, {"title": "Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack", "asin": "B08HBQ94MB", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Quantum SuperLysine+ Cold Sore Treatment Ointment\|Relieves Pain, Burning, and Itching\|Cuts Healing Time in Half\|0.25 Ounce", "asin": "B001CMZ8MA", "price": "$9.86", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup"}, {"title": "HEALTH AZ+ CMD Cold Sore 15 Patch (Pack of 3)", "asin": "B0CH1B3CV2", "price": "$26.94", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Orajel Touch-Free Applicator for Cold Sores, 6 count (Pack of 2)", "asin": "B07J9QHH3Q", "price": "$29.99", "delivery": "FREE delivery Sun, Apr 27 for Prime members Only 20 left in stock - order soon."}, {"title": "Viconor Red Light Therapy Cold Sores Treatment&Fever Blister,Canker Sore Mouth Sore Relief, Nose Ear Knee Hands Joint Muscle,Handheld Infrared Red Light Therapy Device for Body Face(Blue)", "asin": "B0CQLQ7XYN", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women", "asin": "B0D6WJDYX6", "price": "$20.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Herstat+ Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment", "asin": "B0D2DXPQCN", "price": "$12.90", "delivery": " Two-Day FREE delivery Thu, Apr 24"}, {"title": "Red Light Therapy Cold Sores Treatment&Fever Blister,Canker Sore Relief, Nose Ear Knee Joint Muscle,Handheld Infrared Red Light Therapy Device for Body (Blue2)", "asin": "B0BTDB7MDF", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Premium Tablets \| Helps Against Outbreaks & Cold Sores with No Side Effects \| Helps to Quickly Ease & Reduce Symptoms of Cold Sore, & Fever Blisters \| 60 Tablets", "asin": "B09XPCGGQJ", "price": "$37.95", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "TARO Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 1 Tube)", "asin": "B0CP2RLRJ8", "price": "$8.99", "delivery": "FREE delivery Mon, Apr 28 for Prime members"}, {"title": "Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand", "asin": "B08C9Q8TTM", "price": "$6.54", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Cold Sore Treatment for Lips, One-and-Done, All-Natural Single Application Topical One Dose Fever Blister Medication \| One Application per Outbreak \| Two Applications per Box", "asin": "B07KFPPTHJ", "price": "$19.99", "delivery": " Two-Day FREE delivery Thu, Apr 24"}, {"title": "Carmex Multi-Symptom 3-in-1 Cold Sore Treatment - 0.07 OZ Each (Pack of 2)", "asin": "B08P2GQPZX", "price": "$24.15", "delivery": "FREE delivery Fri, May 2 Or fastest delivery Apr 25 - 29"}, {"title": "Best Cold Sore Supplement with Lysine and Lemon Balm - Dr. Danielle Cold Sore Assist - 120 Capsules", "asin": "B08NZZVQ4L", "price": "$39.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "eos Medicated Lip Balm - The Fixer \| Lip Care to Repair and Protect Chapped and Dry Lips \| Instant Cooling and Pain Relief with Natural Ingredients \| 0.35 oz", "asin": "B08C8WMPMR", "price": "$5.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-22T19:37:00.997Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-22T19:37:00.997Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-22T19:37:00.997Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1374, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"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\"search_term\": [{\"term\": \"cold sore treatment\"}],\n\"cart_items\": [{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$80.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\\n0.15 Ounce (Pack of 1)\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz\", \"asin\": \"B000052YE1\", \"price\": \"$7.49\", \"quantity\": \"\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\\n0.07 Fl Oz (Pack of 2)\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B08881XJNR\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\\n0.07 Fl Oz (Pack of 2)\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\\n0.15 Ounce (Pack of 1)\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women\\n60 Count (Pack of 1)\", \"asin\": \"B0D6WJDYX6\", \"price\": \"$20.95\", \"quantity\": \"\"},\n{\"title\": \"Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\\nCapsule60 Count (Pack of 1)\", \"asin\": \"B08881XJNR\", \"price\": \"$39.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz.\\\" Rated 4.5 out of 5 stars by 685 reviews. Eligible for Prime.\", \"asin\": \"B0BDNYX54S\"},\n{\"title\": \"Go to detail page for \\\"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz.\\\" Rated 4.6 out of 5 stars by 11072 reviews. Eligible for Prime.\", \"asin\": \"B000052YE1\"},\n{\"title\": \"Go to detail page for \\\"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack.\\\" Rated 4.7 out of 5 stars by 2095 reviews. Eligible for Prime.\", \"asin\": \"B08HBQ94MB\"}],\n\"search_results\": [{\"title\": \"Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\", \"asin\": \"B08881XJNR\", \"price\": \"$39.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Herpecin-L Pain Relief Triple Action with Lidocaine Cold Sore and Fever Blister Treatment, 0.15 oz (2 Pack)\", \"asin\": \"B0C7S64JDS\", \"price\": \"$14.56\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Luminance Red The Proven Lip Sore Device for Pain Relief and Management\", \"asin\": \"B07SD7YYXH\", \"price\": \"$349.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Lyranda\\u00ae - Lysine Cold Sore Treatment - Chewable L-Lysine Tablets - Faster Absorption and Better Hygiene\", \"asin\": \"B0D94SZYDF\", \"price\": \"$19.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Denavir (Brand for Penciclovir)\", \"asin\": \"B08H8XV36M\", \"price\": \"$828.73\", \"delivery\": \" FREE delivery\"},\n{\"title\": \"Cold Sore (Oral Herpes) Treatment \| Request a prescription for cold sore medication like valacyclovir (Valtrex) for fever blister outbreak, prevention from an online doctor, NP, or PA\", \"asin\": \"B09VNHT5N4\", \"price\": \"$29.00\", \"delivery\": \"Price may vary by location. On demand virtual care is also included in One Medical Membership. Provider available Same/Next day Message visit typically within 4h Video visit typically within 2h\"},\n{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz\", \"asin\": \"B000052YE1\", \"price\": \"$7.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women\", \"asin\": \"B0D6WJDYX6\", \"price\": \"$20.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible\", \"asin\": \"B0CR1W5G2N\", \"price\": \"$9.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Red Light Therapy for Face, FSA HSA Cold Sore Treatment Red Light Therapy Wand, Rechargeable Infrared Light Therapy for Pain Relief, Body & Skin Inflammation, Fast Recovery - 3 Modes\", \"asin\": \"B0DL4K9TLJ\", \"price\": \"$119.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Quantum Health Lip Clear Lysine+ Cold Sore Treatment Soothe & Moisturize Mouth Sores - L-Lysine Menthol Calendula & Propolis Ointment - Transparent Fever Blister Healing Balm - 0.25 Oz\", \"asin\": \"B00014EGA0\", \"price\": \"$7.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Campho Phenique Cold Sore and Fever Blister Treatment for Lips, Maximum Strength Provides Instant Relief, Helps Prevent Infection To Promote Healing, Original Gel Formula, 0.23 Oz\", \"asin\": \"B071Z1LZCP\", \"price\": \"$4.24\", \"delivery\": \" FREE delivery Today 4 PM - 6 PM on orders over $50\"},\n{\"title\": \"Abreva Cold Sore Treatment Rapid Pain Relief Cream - 1 Tube, 3 Grams\", \"asin\": \"B0C43HPYFK\", \"price\": \"$12.94\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\", \"asin\": \"B08881XJNR\", \"price\": \"$39.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Releev 1 Day Cold Sore Treatment 6ML\", \"asin\": \"B003GD0I5A\", \"price\": \"$20.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment Gel, Clear, 1 Tube of 0.14 Oz (Pack of 1)\", \"asin\": \"B08H5CDJP6\", \"price\": \"$7.18\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Herstat+ Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment\", \"asin\": \"B0D2DXPQCN\", \"price\": \"$12.90\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Propolis Throat Spray by Beekeeper's Naturals - 95% Bee Propolis Extract, Natural Immune Support & Sore Throat Relief - Antioxidants, Keto, Paleo, Gluten-Free (1.06 oz)(Pack of 1)\", \"asin\": \"B019ND0DU6\", \"price\": \"$13.92\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Quantum Health Lip Clear Lysine+ Cold Sore Treatment Soothe & Moisturize Mouth Sores - L-Lysine Menthol Calendula & Propolis Ointment - Transparent Fever Blister Healing Balm - 0.25 Oz\", \"asin\": \"B00014EGA0\", \"price\": \"$7.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment & Cold Sore Concealer - The Best Full Coverage Cold Sore Cover Up Makeup to Help Disguise and Soothe - Light\", \"asin\": \"B0B4T7ZNR1\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Burt's Bees Cold Sore Treatment and Medicated Lip Balm, College Back to School Dorm Essentials, With Menthol and Eucalyptus Oil, Natural Origin Skincare, 2 Tubes, 0.07 oz./0.15 oz.\", \"asin\": \"B09CK1V89X\", \"price\": \"$16.57\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz\", \"asin\": \"B000052YE1\", \"price\": \"$7.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)\", \"asin\": \"B01KHNJ9KG\", \"price\": \"$14.14\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Orajel Touch Free Cold Sore Treatment .12oz, Liquid Formula, Provides Immediate & Targeted Pain Relief, Bonus Size, 6 Applicators.\", \"asin\": \"B09KW5C7XN\", \"price\": \"$16.34\", \"delivery\": \"FREE delivery Fri, Apr 25\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Nature's Way Umcka ColdCare Soothing Hot Drink - Homeopathic \\u2013 With Pelargonium sidoides 1X- Helps Shorten Duration of Colds - Soothing Lemon Flavored - Suitable for Ages 6+ - 10 Packets\", \"asin\": \"B000WKW6S2\", \"price\": \"$11.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Releev 1 Day Cold Sore Symptom Treatment, 6 mL (0.20 oz)\", \"asin\": \"B0047J38WC\", \"price\": \"$22.93\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment Gel, Clear, 1 Tube of 0.14 Oz (Pack of 1)\", \"asin\": \"B08H5CDJP6\", \"price\": \"$7.18\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible\", \"asin\": \"B0CR1W5G2N\", \"price\": \"$9.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07 oz - 2 Tubes\", \"asin\": \"B0CCK7L4K5\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Fri, Apr 25\"},\n{\"title\": \"Lyranda\\u00ae - Lysine Cold Sore Treatment - Chewable L-Lysine Tablets - Faster Absorption and Better Hygiene\", \"asin\": \"B0D94SZYDF\", \"price\": \"$19.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"L-Lysine Ointment - 0.875 oz - Lysine Cold Sore Treatment and Blister Relief - Soothes Chapped Lips and Dry Skin \\u2013 2-Pack\", \"asin\": \"B00IZGVZBE\", \"price\": \"$18.91\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"\| Daily Cold Sore Supplement Including L-Lysine & Natural Defense Ingredients \| Around The Clock Support \| 60 Count \| Made in The USA\", \"asin\": \"B07L9ZKJS8\", \"price\": \"$19.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Zilactin Early Relief Cold Sore Treatment - Fast Relief of Cold Sores and Fever Blisters, Made in USA, 0.25oz Gel, Pack of 1\", \"asin\": \"B0D64511HX\", \"price\": \"$9.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore KUR + Cold Sore Remedy + Doctor Skanchy + time\", \"asin\": \"B0856RLB34\", \"price\": \"$24.00\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump\", \"asin\": \"B000UALM1G\", \"price\": \"$13.88\", \"delivery\": \" FREE delivery Today 4 PM - 6 PM on orders over $50\"},\n{\"title\": \"Blistex Medicated Lip Ointment, 0.21 Ounce Tube, Relieves Cold Sores & Helps Heal Dry Chapped Lips, Pain Relief from Lip Sores & Blisters, Healing Ointment, 1 Pack\", \"asin\": \"B0B7YZHJJS\", \"price\": \"$5.91\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"RELEEV 1 Day Cold Sore Treatment 6 mL (Pack of 2)\", \"asin\": \"B01IAHZD3I\", \"price\": \"$36.50\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Only 14 left in stock - order soon.\"},\n{\"title\": \"TARO Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 2 Tube)\", \"asin\": \"B0CQMRJ8S8\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Burt's Bees Cold Sore Treatment Bundle with Burt\\u2019s Bees Healing Patches and Burt\\u2019s Bees Cold Sore Treatment with Rhubarb and Sage, Protects, Heals and Relieves Symptoms\", \"asin\": \"B0C8WX5MKC\", \"price\": \"$24.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Quantum Health Lip Clear Invisible Cold Sore Bandage, Fever Blister Patch - Patch Soothes and Protects, Hides Cold Sores, Helps Prevent Contamination, 12 Ct\", \"asin\": \"B0063I312C\", \"price\": \"$9.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment for Lips and Blister Prevention - Made in USA - 1.7% Menthol Lip Balm - Fast Cold Sore Treatment Medicated Lip Balm - 1 Day Cold Sore Treatment & Fever Blister Treatment for Lips\", \"asin\": \"B094XDHLFT\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07oz - 1 Tube\", \"asin\": \"B0B7K8H4Y2\", \"price\": \"$8.97\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack\", \"asin\": \"B08HBQ94MB\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Quantum SuperLysine+ Cold Sore Treatment Ointment\|Relieves Pain, Burning, and Itching\|Cuts Healing Time in Half\|0.25 Ounce\", \"asin\": \"B001CMZ8MA\", \"price\": \"$9.86\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"HEALTH AZ+ CMD Cold Sore 15 Patch (Pack of 3)\", \"asin\": \"B0CH1B3CV2\", \"price\": \"$26.94\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Orajel Touch-Free Applicator for Cold Sores, 6 count (Pack of 2)\", \"asin\": \"B07J9QHH3Q\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Sun, Apr 27 for Prime members Only 20 left in stock - order soon.\"},\n{\"title\": \"Viconor Red Light Therapy Cold Sores Treatment&Fever Blister,Canker Sore Mouth Sore Relief, Nose Ear Knee Hands Joint Muscle,Handheld Infrared Red Light Therapy Device for Body Face(Blue)\", \"asin\": \"B0CQLQ7XYN\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women\", \"asin\": \"B0D6WJDYX6\", \"price\": \"$20.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Herstat+ Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment\", \"asin\": \"B0D2DXPQCN\", \"price\": \"$12.90\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Red Light Therapy Cold Sores Treatment&Fever Blister,Canker Sore Relief, Nose Ear Knee Joint Muscle,Handheld Infrared Red Light Therapy Device for Body (Blue2)\", \"asin\": \"B0BTDB7MDF\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Premium Tablets \| Helps Against Outbreaks & Cold Sores with No Side Effects \| Helps to Quickly Ease & Reduce Symptoms of Cold Sore, & Fever Blisters \| 60 Tablets\", \"asin\": \"B09XPCGGQJ\", \"price\": \"$37.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"TARO Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 1 Tube)\", \"asin\": \"B0CP2RLRJ8\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Mon, Apr 28 for Prime members\"},\n{\"title\": \"Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand\", \"asin\": \"B08C9Q8TTM\", \"price\": \"$6.54\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment for Lips, One-and-Done, All-Natural Single Application Topical One Dose Fever Blister Medication \| One Application per Outbreak \| Two Applications per Box\", \"asin\": \"B07KFPPTHJ\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Carmex Multi-Symptom 3-in-1 Cold Sore Treatment - 0.07 OZ Each (Pack of 2)\", \"asin\": \"B08P2GQPZX\", \"price\": \"$24.15\", \"delivery\": \"FREE delivery Fri, May 2 Or fastest delivery Apr 25 - 29\"},\n{\"title\": \"Best Cold Sore Supplement with Lysine and Lemon Balm - Dr. Danielle Cold Sore Assist - 120 Capsules\", \"asin\": \"B08NZZVQ4L\", \"price\": \"$39.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"eos Medicated Lip Balm - The Fixer \| Lip Care to Repair and Protect Chapped and Dry Lips \| Instant Cooling and Pain Relief with Natural Ingredients \| 0.35 oz\", \"asin\": \"B08C8WMPMR\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:37:00.997Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"cold sore treatment abreva\"}],\n\"cart_items\": [{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$80.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\\n0.15 Ounce (Pack of 1)\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Herpecin L Lip Balm Stick; 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Eligible for Prime.\", \"asin\": \"B0BDNYX54S\"},\n{\"title\": \"Go to detail page for \\\"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz.\\\" Rated 4.6 out of 5 stars by 11072 reviews. Eligible for Prime.\", \"asin\": \"B000052YE1\"},\n{\"title\": \"Go to detail page for \\\"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack.\\\" Rated 4.7 out of 5 stars by 2095 reviews. Eligible for Prime.\", \"asin\": \"B08HBQ94MB\"}],\n\"search_results\": [{\"title\": \"Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\", \"asin\": \"B08881XJNR\", \"price\": \"$39.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Herpecin-L Pain Relief Triple Action with Lidocaine Cold Sore and Fever Blister Treatment, 0.15 oz (2 Pack)\", \"asin\": \"B0C7S64JDS\", \"price\": \"$14.56\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Luminance Red The Proven Lip Sore Device for Pain Relief and Management\", \"asin\": \"B07SD7YYXH\", \"price\": \"$349.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Lyranda\\u00ae - Lysine Cold Sore Treatment - Chewable L-Lysine Tablets - Faster Absorption and Better Hygiene\", \"asin\": \"B0D94SZYDF\", \"price\": \"$19.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Denavir (Brand for Penciclovir)\", \"asin\": \"B08H8XV36M\", \"price\": \"$828.73\", \"delivery\": \" FREE delivery\"},\n{\"title\": \"Cold Sore (Oral Herpes) Treatment \| Request a prescription for cold sore medication like valacyclovir (Valtrex) for fever blister outbreak, prevention from an online doctor, NP, or PA\", \"asin\": \"B09VNHT5N4\", \"price\": \"$29.00\", \"delivery\": \"Price may vary by location. On demand virtual care is also included in One Medical Membership. Provider available Same/Next day Message visit typically within 4h Video visit typically within 2h\"},\n{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz\", \"asin\": \"B000052YE1\", \"price\": \"$7.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women\", \"asin\": \"B0D6WJDYX6\", \"price\": \"$20.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible\", \"asin\": \"B0CR1W5G2N\", \"price\": \"$9.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Red Light Therapy for Face, FSA HSA Cold Sore Treatment Red Light Therapy Wand, Rechargeable Infrared Light Therapy for Pain Relief, Body & Skin Inflammation, Fast Recovery - 3 Modes\", \"asin\": \"B0DL4K9TLJ\", \"price\": \"$119.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Quantum Health Lip Clear Lysine+ Cold Sore Treatment Soothe & Moisturize Mouth Sores - L-Lysine Menthol Calendula & Propolis Ointment - Transparent Fever Blister Healing Balm - 0.25 Oz\", \"asin\": \"B00014EGA0\", \"price\": \"$7.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Campho Phenique Cold Sore and Fever Blister Treatment for Lips, Maximum Strength Provides Instant Relief, Helps Prevent Infection To Promote Healing, Original Gel Formula, 0.23 Oz\", \"asin\": \"B071Z1LZCP\", \"price\": \"$4.24\", \"delivery\": \" FREE delivery Today 4 PM - 6 PM on orders over $50\"},\n{\"title\": \"Abreva Cold Sore Treatment Rapid Pain Relief Cream - 1 Tube, 3 Grams\", \"asin\": \"B0C43HPYFK\", \"price\": \"$12.94\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\", \"asin\": \"B08881XJNR\", \"price\": \"$39.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Releev 1 Day Cold Sore Treatment 6ML\", \"asin\": \"B003GD0I5A\", \"price\": \"$20.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment Gel, Clear, 1 Tube of 0.14 Oz (Pack of 1)\", \"asin\": \"B08H5CDJP6\", \"price\": \"$7.18\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Herstat+ Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment\", \"asin\": \"B0D2DXPQCN\", \"price\": \"$12.90\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Propolis Throat Spray by Beekeeper's Naturals - 95% Bee Propolis Extract, Natural Immune Support & Sore Throat Relief - Antioxidants, Keto, Paleo, Gluten-Free (1.06 oz)(Pack of 1)\", \"asin\": \"B019ND0DU6\", \"price\": \"$13.92\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Quantum Health Lip Clear Lysine+ Cold Sore Treatment Soothe & Moisturize Mouth Sores - L-Lysine Menthol Calendula & Propolis Ointment - Transparent Fever Blister Healing Balm - 0.25 Oz\", \"asin\": \"B00014EGA0\", \"price\": \"$7.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment & Cold Sore Concealer - The Best Full Coverage Cold Sore Cover Up Makeup to Help Disguise and Soothe - Light\", \"asin\": \"B0B4T7ZNR1\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Burt's Bees Cold Sore Treatment and Medicated Lip Balm, College Back to School Dorm Essentials, With Menthol and Eucalyptus Oil, Natural Origin Skincare, 2 Tubes, 0.07 oz./0.15 oz.\", \"asin\": \"B09CK1V89X\", \"price\": \"$16.57\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz\", \"asin\": \"B000052YE1\", \"price\": \"$7.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)\", \"asin\": \"B01KHNJ9KG\", \"price\": \"$14.14\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Orajel Touch Free Cold Sore Treatment .12oz, Liquid Formula, Provides Immediate & Targeted Pain Relief, Bonus Size, 6 Applicators.\", \"asin\": \"B09KW5C7XN\", \"price\": \"$16.34\", \"delivery\": \"FREE delivery Fri, Apr 25\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Nature's Way Umcka ColdCare Soothing Hot Drink - Homeopathic \\u2013 With Pelargonium sidoides 1X- Helps Shorten Duration of Colds - Soothing Lemon Flavored - Suitable for Ages 6+ - 10 Packets\", \"asin\": \"B000WKW6S2\", \"price\": \"$11.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Releev 1 Day Cold Sore Symptom Treatment, 6 mL (0.20 oz)\", \"asin\": \"B0047J38WC\", \"price\": \"$22.93\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment Gel, Clear, 1 Tube of 0.14 Oz (Pack of 1)\", \"asin\": \"B08H5CDJP6\", \"price\": \"$7.18\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible\", \"asin\": \"B0CR1W5G2N\", \"price\": \"$9.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07 oz - 2 Tubes\", \"asin\": \"B0CCK7L4K5\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Fri, Apr 25\"},\n{\"title\": \"Lyranda\\u00ae - Lysine Cold Sore Treatment - Chewable L-Lysine Tablets - Faster Absorption and Better Hygiene\", \"asin\": \"B0D94SZYDF\", \"price\": \"$19.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"L-Lysine Ointment - 0.875 oz - Lysine Cold Sore Treatment and Blister Relief - Soothes Chapped Lips and Dry Skin \\u2013 2-Pack\", \"asin\": \"B00IZGVZBE\", \"price\": \"$18.91\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"\| Daily Cold Sore Supplement Including L-Lysine & Natural Defense Ingredients \| Around The Clock Support \| 60 Count \| Made in The USA\", \"asin\": \"B07L9ZKJS8\", \"price\": \"$19.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Zilactin Early Relief Cold Sore Treatment - Fast Relief of Cold Sores and Fever Blisters, Made in USA, 0.25oz Gel, Pack of 1\", \"asin\": \"B0D64511HX\", \"price\": \"$9.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore KUR + Cold Sore Remedy + Doctor Skanchy + time\", \"asin\": \"B0856RLB34\", \"price\": \"$24.00\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump\", \"asin\": \"B000UALM1G\", \"price\": \"$13.88\", \"delivery\": \" FREE delivery Today 4 PM - 6 PM on orders over $50\"},\n{\"title\": \"Blistex Medicated Lip Ointment, 0.21 Ounce Tube, Relieves Cold Sores & Helps Heal Dry Chapped Lips, Pain Relief from Lip Sores & Blisters, Healing Ointment, 1 Pack\", \"asin\": \"B0B7YZHJJS\", \"price\": \"$5.91\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"RELEEV 1 Day Cold Sore Treatment 6 mL (Pack of 2)\", \"asin\": \"B01IAHZD3I\", \"price\": \"$36.50\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Only 14 left in stock - order soon.\"},\n{\"title\": \"TARO Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 2 Tube)\", \"asin\": \"B0CQMRJ8S8\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Burt's Bees Cold Sore Treatment Bundle with Burt\\u2019s Bees Healing Patches and Burt\\u2019s Bees Cold Sore Treatment with Rhubarb and Sage, Protects, Heals and Relieves Symptoms\", \"asin\": \"B0C8WX5MKC\", \"price\": \"$24.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Quantum Health Lip Clear Invisible Cold Sore Bandage, Fever Blister Patch - Patch Soothes and Protects, Hides Cold Sores, Helps Prevent Contamination, 12 Ct\", \"asin\": \"B0063I312C\", \"price\": \"$9.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment for Lips and Blister Prevention - Made in USA - 1.7% Menthol Lip Balm - Fast Cold Sore Treatment Medicated Lip Balm - 1 Day Cold Sore Treatment & Fever Blister Treatment for Lips\", \"asin\": \"B094XDHLFT\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07oz - 1 Tube\", \"asin\": \"B0B7K8H4Y2\", \"price\": \"$8.97\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack\", \"asin\": \"B08HBQ94MB\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Quantum SuperLysine+ Cold Sore Treatment Ointment\|Relieves Pain, Burning, and Itching\|Cuts Healing Time in Half\|0.25 Ounce\", \"asin\": \"B001CMZ8MA\", \"price\": \"$9.86\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"HEALTH AZ+ CMD Cold Sore 15 Patch (Pack of 3)\", \"asin\": \"B0CH1B3CV2\", \"price\": \"$26.94\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Orajel Touch-Free Applicator for Cold Sores, 6 count (Pack of 2)\", \"asin\": \"B07J9QHH3Q\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Sun, Apr 27 for Prime members Only 20 left in stock - order soon.\"},\n{\"title\": \"Viconor Red Light Therapy Cold Sores Treatment&Fever Blister,Canker Sore Mouth Sore Relief, Nose Ear Knee Hands Joint Muscle,Handheld Infrared Red Light Therapy Device for Body Face(Blue)\", \"asin\": \"B0CQLQ7XYN\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women\", \"asin\": \"B0D6WJDYX6\", \"price\": \"$20.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Herstat+ Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment\", \"asin\": \"B0D2DXPQCN\", \"price\": \"$12.90\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Red Light Therapy Cold Sores Treatment&Fever Blister,Canker Sore Relief, Nose Ear Knee Joint Muscle,Handheld Infrared Red Light Therapy Device for Body (Blue2)\", \"asin\": \"B0BTDB7MDF\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Premium Tablets \| Helps Against Outbreaks & Cold Sores with No Side Effects \| Helps to Quickly Ease & Reduce Symptoms of Cold Sore, & Fever Blisters \| 60 Tablets\", \"asin\": \"B09XPCGGQJ\", \"price\": \"$37.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"TARO Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 1 Tube)\", \"asin\": \"B0CP2RLRJ8\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Mon, Apr 28 for Prime members\"},\n{\"title\": \"Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand\", \"asin\": \"B08C9Q8TTM\", \"price\": \"$6.54\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment for Lips, One-and-Done, All-Natural Single Application Topical One Dose Fever Blister Medication \| One Application per Outbreak \| Two Applications per Box\", \"asin\": \"B07KFPPTHJ\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Carmex Multi-Symptom 3-in-1 Cold Sore Treatment - 0.07 OZ Each (Pack of 2)\", \"asin\": \"B08P2GQPZX\", \"price\": \"$24.15\", \"delivery\": \"FREE delivery Fri, May 2 Or fastest delivery Apr 25 - 29\"},\n{\"title\": \"Best Cold Sore Supplement with Lysine and Lemon Balm - Dr. Danielle Cold Sore Assist - 120 Capsules\", \"asin\": \"B08NZZVQ4L\", \"price\": \"$39.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"eos Medicated Lip Balm - The Fixer \| Lip Care to Repair and Protect Chapped and Dry Lips \| Instant Cooling and Pain Relief with Natural Ingredients \| 0.35 oz\", \"asin\": \"B08C8WMPMR\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:37:02.862Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-22T19:37:02.862Z	click	search	rule	train	1,375	2025-04-22T19:37:02.862Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} <\|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": "cold sore treatment abreva"}], "cart_items": [{"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)", "asin": "B0CJVDKJYD", "price": "$36.99", "quantity": "1"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "quantity": "1"}, {"title": "medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea", "asin": "B0DGTMR754", "price": "$19.00", "quantity": "1"}, {"title": "CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces", "asin": "B0C63HWV6Z", "price": "$80.00", "quantity": "1"}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "promotion_items": [{"title": "Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "quantity": ""}, {"title": "Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\n0.15 Ounce (Pack of 1)", "asin": "B0BDNYX54S", "price": "$7.28", "quantity": ""}, {"title": "Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz", "asin": "B000052YE1", "price": "$7.49", "quantity": ""}, {"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\n0.07 Fl Oz (Pack of 2)", "asin": "B071K8PFHG", "price": "$25.49", "quantity": ""}, {"title": "", "asin": "B08881XJNR", "price": "", "quantity": ""}, {"title": "Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "quantity": ""}, {"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\n0.07 Fl Oz (Pack of 2)", "asin": "B071K8PFHG", "price": "$25.49", "quantity": ""}, {"title": "Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\n0.15 Ounce (Pack of 1)", "asin": "B0BDNYX54S", "price": "$7.28", "quantity": ""}, {"title": "Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women\n60 Count (Pack of 1)", "asin": "B0D6WJDYX6", "price": "$20.95", "quantity": ""}, {"title": "Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\nCapsule60 Count (Pack of 1)", "asin": "B08881XJNR", "price": "$39.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz.\" Rated 4.5 out of 5 stars by 685 reviews. Eligible for Prime.", "asin": "B0BDNYX54S"}, {"title": "Go to detail page for \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz.\" Rated 4.6 out of 5 stars by 11072 reviews. Eligible for Prime.", "asin": "B000052YE1"}, {"title": "Go to detail page for \"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack.\" Rated 4.7 out of 5 stars by 2095 reviews. Eligible for Prime.", "asin": "B08HBQ94MB"}], "search_results": [{"title": "Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin", "asin": "B08881XJNR", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Herpecin-L Pain Relief Triple Action with Lidocaine Cold Sore and Fever Blister Treatment, 0.15 oz (2 Pack)", "asin": "B0C7S64JDS", "price": "$14.56", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Luminance Red The Proven Lip Sore Device for Pain Relief and Management", "asin": "B07SD7YYXH", "price": "$349.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Lyranda\u00ae - Lysine Cold Sore Treatment - Chewable L-Lysine Tablets - Faster Absorption and Better Hygiene", "asin": "B0D94SZYDF", "price": "$19.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Denavir (Brand for Penciclovir)", "asin": "B08H8XV36M", "price": "$828.73", "delivery": " FREE delivery"}, {"title": "Cold Sore (Oral Herpes) Treatment \| Request a prescription for cold sore medication like valacyclovir (Valtrex) for fever blister outbreak, prevention from an online doctor, NP, or PA", "asin": "B09VNHT5N4", "price": "$29.00", "delivery": "Price may vary by location. On demand virtual care is also included in One Medical Membership. Provider available Same/Next day Message visit typically within 4h Video visit typically within 2h"}, {"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$15.50", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2", "asin": "B071K8PFHG", "price": "$25.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count", "asin": "B08MVF9YW1", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2", "asin": "B071K8PFHG", "price": "$25.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz", "asin": "B000052YE1", "price": "$7.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women", "asin": "B0D6WJDYX6", "price": "$20.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible", "asin": "B0CR1W5G2N", "price": "$9.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Red Light Therapy for Face, FSA HSA Cold Sore Treatment Red Light Therapy Wand, Rechargeable Infrared Light Therapy for Pain Relief, Body & Skin Inflammation, Fast Recovery - 3 Modes", "asin": "B0DL4K9TLJ", "price": "$119.00", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Quantum Health Lip Clear Lysine+ Cold Sore Treatment Soothe & Moisturize Mouth Sores - L-Lysine Menthol Calendula & Propolis Ointment - Transparent Fever Blister Healing Balm - 0.25 Oz", "asin": "B00014EGA0", "price": "$7.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Campho Phenique Cold Sore and Fever Blister Treatment for Lips, Maximum Strength Provides Instant Relief, Helps Prevent Infection To Promote Healing, Original Gel Formula, 0.23 Oz", "asin": "B071Z1LZCP", "price": "$4.24", "delivery": " FREE delivery Today 4 PM - 6 PM on orders over $50"}, {"title": "Abreva Cold Sore Treatment Rapid Pain Relief Cream - 1 Tube, 3 Grams", "asin": "B0C43HPYFK", "price": "$12.94", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin", "asin": "B08881XJNR", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Releev 1 Day Cold Sore Treatment 6ML", "asin": "B003GD0I5A", "price": "$20.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cold Sore Treatment Gel, Clear, 1 Tube of 0.14 Oz (Pack of 1)", "asin": "B08H5CDJP6", "price": "$7.18", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Herstat+ Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment", "asin": "B0D2DXPQCN", "price": "$12.90", "delivery": " Two-Day FREE delivery Thu, Apr 24"}, {"title": "Propolis Throat Spray by Beekeeper's Naturals - 95% Bee Propolis Extract, Natural Immune Support & Sore Throat Relief - Antioxidants, Keto, Paleo, Gluten-Free (1.06 oz)(Pack of 1)", "asin": "B019ND0DU6", "price": "$13.92", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Quantum Health Lip Clear Lysine+ Cold Sore Treatment Soothe & Moisturize Mouth Sores - L-Lysine Menthol Calendula & Propolis Ointment - Transparent Fever Blister Healing Balm - 0.25 Oz", "asin": "B00014EGA0", "price": "$7.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cold Sore Treatment & Cold Sore Concealer - The Best Full Coverage Cold Sore Cover Up Makeup to Help Disguise and Soothe - Light", "asin": "B0B4T7ZNR1", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Burt's Bees Cold Sore Treatment and Medicated Lip Balm, College Back to School Dorm Essentials, With Menthol and Eucalyptus Oil, Natural Origin Skincare, 2 Tubes, 0.07 oz./0.15 oz.", "asin": "B09CK1V89X", "price": "$16.57", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz", "asin": "B000052YE1", "price": "$7.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)", "asin": "B01KHNJ9KG", "price": "$14.14", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Orajel Touch Free Cold Sore Treatment .12oz, Liquid Formula, Provides Immediate & Targeted Pain Relief, Bonus Size, 6 Applicators.", "asin": "B09KW5C7XN", "price": "$16.34", "delivery": "FREE delivery Fri, Apr 25"}, {"title": "Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Nature's Way Umcka ColdCare Soothing Hot Drink - Homeopathic \u2013 With Pelargonium sidoides 1X- Helps Shorten Duration of Colds - Soothing Lemon Flavored - Suitable for Ages 6+ - 10 Packets", "asin": "B000WKW6S2", "price": "$11.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Releev 1 Day Cold Sore Symptom Treatment, 6 mL (0.20 oz)", "asin": "B0047J38WC", "price": "$22.93", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz", "asin": "B0BDNYX54S", "price": "$7.28", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Cold Sore Treatment Gel, Clear, 1 Tube of 0.14 Oz (Pack of 1)", "asin": "B08H5CDJP6", "price": "$7.18", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible", "asin": "B0CR1W5G2N", "price": "$9.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07 oz - 2 Tubes", "asin": "B0CCK7L4K5", "price": "$16.99", "delivery": "FREE delivery Fri, Apr 25"}, {"title": "Lyranda\u00ae - Lysine Cold Sore Treatment - Chewable L-Lysine Tablets - Faster Absorption and Better Hygiene", "asin": "B0D94SZYDF", "price": "$19.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "L-Lysine Ointment - 0.875 oz - Lysine Cold Sore Treatment and Blister Relief - Soothes Chapped Lips and Dry Skin \u2013 2-Pack", "asin": "B00IZGVZBE", "price": "$18.91", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "\| Daily Cold Sore Supplement Including L-Lysine & Natural Defense Ingredients \| Around The Clock Support \| 60 Count \| Made in The USA", "asin": "B07L9ZKJS8", "price": "$19.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Zilactin Early Relief Cold Sore Treatment - Fast Relief of Cold Sores and Fever Blisters, Made in USA, 0.25oz Gel, Pack of 1", "asin": "B0D64511HX", "price": "$9.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cold Sore KUR + Cold Sore Remedy + Doctor Skanchy + time", "asin": "B0856RLB34", "price": "$24.00", "delivery": " Two-Day FREE delivery Thu, Apr 24"}, {"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump", "asin": "B000UALM1G", "price": "$13.88", "delivery": " FREE delivery Today 4 PM - 6 PM on orders over $50"}, {"title": "Blistex Medicated Lip Ointment, 0.21 Ounce Tube, Relieves Cold Sores & Helps Heal Dry Chapped Lips, Pain Relief from Lip Sores & Blisters, Healing Ointment, 1 Pack", "asin": "B0B7YZHJJS", "price": "$5.91", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "RELEEV 1 Day Cold Sore Treatment 6 mL (Pack of 2)", "asin": "B01IAHZD3I", "price": "$36.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Only 14 left in stock - order soon."}, {"title": "TARO Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 2 Tube)", "asin": "B0CQMRJ8S8", "price": "$14.99", "delivery": " Two-Day FREE delivery Thu, Apr 24"}, {"title": "Burt's Bees Cold Sore Treatment Bundle with Burt\u2019s Bees Healing Patches and Burt\u2019s Bees Cold Sore Treatment with Rhubarb and Sage, Protects, Heals and Relieves Symptoms", "asin": "B0C8WX5MKC", "price": "$24.62", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Quantum Health Lip Clear Invisible Cold Sore Bandage, Fever Blister Patch - Patch Soothes and Protects, Hides Cold Sores, Helps Prevent Contamination, 12 Ct", "asin": "B0063I312C", "price": "$9.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Cold Sore Treatment for Lips and Blister Prevention - Made in USA - 1.7% Menthol Lip Balm - Fast Cold Sore Treatment Medicated Lip Balm - 1 Day Cold Sore Treatment & Fever Blister Treatment for Lips", "asin": "B094XDHLFT", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07oz - 1 Tube", "asin": "B0B7K8H4Y2", "price": "$8.97", "delivery": " Two-Day FREE delivery Thu, Apr 24"}, {"title": "Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack", "asin": "B08HBQ94MB", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Quantum SuperLysine+ Cold Sore Treatment Ointment\|Relieves Pain, Burning, and Itching\|Cuts Healing Time in Half\|0.25 Ounce", "asin": "B001CMZ8MA", "price": "$9.86", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup"}, {"title": "HEALTH AZ+ CMD Cold Sore 15 Patch (Pack of 3)", "asin": "B0CH1B3CV2", "price": "$26.94", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Orajel Touch-Free Applicator for Cold Sores, 6 count (Pack of 2)", "asin": "B07J9QHH3Q", "price": "$29.99", "delivery": "FREE delivery Sun, Apr 27 for Prime members Only 20 left in stock - order soon."}, {"title": "Viconor Red Light Therapy Cold Sores Treatment&Fever Blister,Canker Sore Mouth Sore Relief, Nose Ear Knee Hands Joint Muscle,Handheld Infrared Red Light Therapy Device for Body Face(Blue)", "asin": "B0CQLQ7XYN", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women", "asin": "B0D6WJDYX6", "price": "$20.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Herstat+ Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment", "asin": "B0D2DXPQCN", "price": "$12.90", "delivery": " Two-Day FREE delivery Thu, Apr 24"}, {"title": "Red Light Therapy Cold Sores Treatment&Fever Blister,Canker Sore Relief, Nose Ear Knee Joint Muscle,Handheld Infrared Red Light Therapy Device for Body (Blue2)", "asin": "B0BTDB7MDF", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Premium Tablets \| Helps Against Outbreaks & Cold Sores with No Side Effects \| Helps to Quickly Ease & Reduce Symptoms of Cold Sore, & Fever Blisters \| 60 Tablets", "asin": "B09XPCGGQJ", "price": "$37.95", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "TARO Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 1 Tube)", "asin": "B0CP2RLRJ8", "price": "$8.99", "delivery": "FREE delivery Mon, Apr 28 for Prime members"}, {"title": "Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand", "asin": "B08C9Q8TTM", "price": "$6.54", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Cold Sore Treatment for Lips, One-and-Done, All-Natural Single Application Topical One Dose Fever Blister Medication \| One Application per Outbreak \| Two Applications per Box", "asin": "B07KFPPTHJ", "price": "$19.99", "delivery": " Two-Day FREE delivery Thu, Apr 24"}, {"title": "Carmex Multi-Symptom 3-in-1 Cold Sore Treatment - 0.07 OZ Each (Pack of 2)", "asin": "B08P2GQPZX", "price": "$24.15", "delivery": "FREE delivery Fri, May 2 Or fastest delivery Apr 25 - 29"}, {"title": "Best Cold Sore Supplement with Lysine and Lemon Balm - Dr. Danielle Cold Sore Assist - 120 Capsules", "asin": "B08NZZVQ4L", "price": "$39.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "eos Medicated Lip Balm - The Fixer \| Lip Care to Repair and Protect Chapped and Dry Lips \| Instant Cooling and Pain Relief with Natural Ingredients \| 0.35 oz", "asin": "B08C8WMPMR", "price": "$5.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-22T19:37:02.862Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-22T19:37:02.862Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-22T19:37:02.862Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1375, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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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Eligible for Prime.\", \"asin\": \"B0BDNYX54S\"},\n{\"title\": \"Go to detail page for \\\"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz.\\\" Rated 4.6 out of 5 stars by 11072 reviews. Eligible for Prime.\", \"asin\": \"B000052YE1\"},\n{\"title\": \"Go to detail page for \\\"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack.\\\" Rated 4.7 out of 5 stars by 2095 reviews. 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On demand virtual care is also included in One Medical Membership. Provider available Same/Next day Message visit typically within 4h Video visit typically within 2h\"},\n{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz\", \"asin\": \"B000052YE1\", \"price\": \"$7.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women\", \"asin\": \"B0D6WJDYX6\", \"price\": \"$20.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible\", \"asin\": \"B0CR1W5G2N\", \"price\": \"$9.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Red Light Therapy for Face, FSA HSA Cold Sore Treatment Red Light Therapy Wand, Rechargeable Infrared Light Therapy for Pain Relief, Body & Skin Inflammation, Fast Recovery - 3 Modes\", \"asin\": \"B0DL4K9TLJ\", \"price\": \"$119.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Quantum Health Lip Clear Lysine+ Cold Sore Treatment Soothe & Moisturize Mouth Sores - L-Lysine Menthol Calendula & Propolis Ointment - Transparent Fever Blister Healing Balm - 0.25 Oz\", \"asin\": \"B00014EGA0\", \"price\": \"$7.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Campho Phenique Cold Sore and Fever Blister Treatment for Lips, Maximum Strength Provides Instant Relief, Helps Prevent Infection To Promote Healing, Original Gel Formula, 0.23 Oz\", \"asin\": \"B071Z1LZCP\", \"price\": \"$4.24\", \"delivery\": \" FREE delivery Today 4 PM - 6 PM on orders over $50\"},\n{\"title\": \"Abreva Cold Sore Treatment Rapid Pain Relief Cream - 1 Tube, 3 Grams\", \"asin\": \"B0C43HPYFK\", \"price\": \"$12.94\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\", \"asin\": \"B08881XJNR\", \"price\": \"$39.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Releev 1 Day Cold Sore Treatment 6ML\", \"asin\": \"B003GD0I5A\", \"price\": \"$20.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment Gel, Clear, 1 Tube of 0.14 Oz (Pack of 1)\", \"asin\": \"B08H5CDJP6\", \"price\": \"$7.18\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Herstat+ Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment\", \"asin\": \"B0D2DXPQCN\", \"price\": \"$12.90\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Propolis Throat Spray by Beekeeper's Naturals - 95% Bee Propolis Extract, Natural Immune Support & Sore Throat Relief - Antioxidants, Keto, Paleo, Gluten-Free (1.06 oz)(Pack of 1)\", \"asin\": \"B019ND0DU6\", \"price\": \"$13.92\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Quantum Health Lip Clear Lysine+ Cold Sore Treatment Soothe & Moisturize Mouth Sores - L-Lysine Menthol Calendula & Propolis Ointment - Transparent Fever Blister Healing Balm - 0.25 Oz\", \"asin\": \"B00014EGA0\", \"price\": \"$7.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment & Cold Sore Concealer - The Best Full Coverage Cold Sore Cover Up Makeup to Help Disguise and Soothe - Light\", \"asin\": \"B0B4T7ZNR1\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Burt's Bees Cold Sore Treatment and Medicated Lip Balm, College Back to School Dorm Essentials, With Menthol and Eucalyptus Oil, Natural Origin Skincare, 2 Tubes, 0.07 oz./0.15 oz.\", \"asin\": \"B09CK1V89X\", \"price\": \"$16.57\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz\", \"asin\": \"B000052YE1\", \"price\": \"$7.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)\", \"asin\": \"B01KHNJ9KG\", \"price\": \"$14.14\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Orajel Touch Free Cold Sore Treatment .12oz, Liquid Formula, Provides Immediate & Targeted Pain Relief, Bonus Size, 6 Applicators.\", \"asin\": \"B09KW5C7XN\", \"price\": \"$16.34\", \"delivery\": \"FREE delivery Fri, Apr 25\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Nature's Way Umcka ColdCare Soothing Hot Drink - Homeopathic \\u2013 With Pelargonium sidoides 1X- Helps Shorten Duration of Colds - Soothing Lemon Flavored - Suitable for Ages 6+ - 10 Packets\", \"asin\": \"B000WKW6S2\", \"price\": \"$11.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Releev 1 Day Cold Sore Symptom Treatment, 6 mL (0.20 oz)\", \"asin\": \"B0047J38WC\", \"price\": \"$22.93\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment Gel, Clear, 1 Tube of 0.14 Oz (Pack of 1)\", \"asin\": \"B08H5CDJP6\", \"price\": \"$7.18\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible\", \"asin\": \"B0CR1W5G2N\", \"price\": \"$9.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07 oz - 2 Tubes\", \"asin\": \"B0CCK7L4K5\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Fri, Apr 25\"},\n{\"title\": \"Lyranda\\u00ae - Lysine Cold Sore Treatment - Chewable L-Lysine Tablets - Faster Absorption and Better Hygiene\", \"asin\": \"B0D94SZYDF\", \"price\": \"$19.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"L-Lysine Ointment - 0.875 oz - Lysine Cold Sore Treatment and Blister Relief - Soothes Chapped Lips and Dry Skin \\u2013 2-Pack\", \"asin\": \"B00IZGVZBE\", \"price\": \"$18.91\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"\| Daily Cold Sore Supplement Including L-Lysine & Natural Defense Ingredients \| Around The Clock Support \| 60 Count \| Made in The USA\", \"asin\": \"B07L9ZKJS8\", \"price\": \"$19.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Zilactin Early Relief Cold Sore Treatment - Fast Relief of Cold Sores and Fever Blisters, Made in USA, 0.25oz Gel, Pack of 1\", \"asin\": \"B0D64511HX\", \"price\": \"$9.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore KUR + Cold Sore Remedy + Doctor Skanchy + time\", \"asin\": \"B0856RLB34\", \"price\": \"$24.00\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump\", \"asin\": \"B000UALM1G\", \"price\": \"$13.88\", \"delivery\": \" FREE delivery Today 4 PM - 6 PM on orders over $50\"},\n{\"title\": \"Blistex Medicated Lip Ointment, 0.21 Ounce Tube, Relieves Cold Sores & Helps Heal Dry Chapped Lips, Pain Relief from Lip Sores & Blisters, Healing Ointment, 1 Pack\", \"asin\": \"B0B7YZHJJS\", \"price\": \"$5.91\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"RELEEV 1 Day Cold Sore Treatment 6 mL (Pack of 2)\", \"asin\": \"B01IAHZD3I\", \"price\": \"$36.50\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Only 14 left in stock - order soon.\"},\n{\"title\": \"TARO Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 2 Tube)\", \"asin\": \"B0CQMRJ8S8\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Burt's Bees Cold Sore Treatment Bundle with Burt\\u2019s Bees Healing Patches and Burt\\u2019s Bees Cold Sore Treatment with Rhubarb and Sage, Protects, Heals and Relieves Symptoms\", \"asin\": \"B0C8WX5MKC\", \"price\": \"$24.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Quantum Health Lip Clear Invisible Cold Sore Bandage, Fever Blister Patch - Patch Soothes and Protects, Hides Cold Sores, Helps Prevent Contamination, 12 Ct\", \"asin\": \"B0063I312C\", \"price\": \"$9.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment for Lips and Blister Prevention - Made in USA - 1.7% Menthol Lip Balm - Fast Cold Sore Treatment Medicated Lip Balm - 1 Day Cold Sore Treatment & Fever Blister Treatment for Lips\", \"asin\": \"B094XDHLFT\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07oz - 1 Tube\", \"asin\": \"B0B7K8H4Y2\", \"price\": \"$8.97\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack\", \"asin\": \"B08HBQ94MB\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Quantum SuperLysine+ Cold Sore Treatment Ointment\|Relieves Pain, Burning, and Itching\|Cuts Healing Time in Half\|0.25 Ounce\", \"asin\": \"B001CMZ8MA\", \"price\": \"$9.86\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"HEALTH AZ+ CMD Cold Sore 15 Patch (Pack of 3)\", \"asin\": \"B0CH1B3CV2\", \"price\": \"$26.94\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Orajel Touch-Free Applicator for Cold Sores, 6 count (Pack of 2)\", \"asin\": \"B07J9QHH3Q\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Sun, Apr 27 for Prime members Only 20 left in stock - order soon.\"},\n{\"title\": \"Viconor Red Light Therapy Cold Sores Treatment&Fever Blister,Canker Sore Mouth Sore Relief, Nose Ear Knee Hands Joint Muscle,Handheld Infrared Red Light Therapy Device for Body Face(Blue)\", \"asin\": \"B0CQLQ7XYN\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women\", \"asin\": \"B0D6WJDYX6\", \"price\": \"$20.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Herstat+ Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment\", \"asin\": \"B0D2DXPQCN\", \"price\": \"$12.90\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Red Light Therapy Cold Sores Treatment&Fever Blister,Canker Sore Relief, Nose Ear Knee Joint Muscle,Handheld Infrared Red Light Therapy Device for Body (Blue2)\", \"asin\": \"B0BTDB7MDF\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Premium Tablets \| Helps Against Outbreaks & Cold Sores with No Side Effects \| Helps to Quickly Ease & Reduce Symptoms of Cold Sore, & Fever Blisters \| 60 Tablets\", \"asin\": \"B09XPCGGQJ\", \"price\": \"$37.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"TARO Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 1 Tube)\", \"asin\": \"B0CP2RLRJ8\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Mon, Apr 28 for Prime members\"},\n{\"title\": \"Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand\", \"asin\": \"B08C9Q8TTM\", \"price\": \"$6.54\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment for Lips, One-and-Done, All-Natural Single Application Topical One Dose Fever Blister Medication \| One Application per Outbreak \| Two Applications per Box\", \"asin\": \"B07KFPPTHJ\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Carmex Multi-Symptom 3-in-1 Cold Sore Treatment - 0.07 OZ Each (Pack of 2)\", \"asin\": \"B08P2GQPZX\", \"price\": \"$24.15\", \"delivery\": \"FREE delivery Fri, May 2 Or fastest delivery Apr 25 - 29\"},\n{\"title\": \"Best Cold Sore Supplement with Lysine and Lemon Balm - Dr. Danielle Cold Sore Assist - 120 Capsules\", \"asin\": \"B08NZZVQ4L\", \"price\": \"$39.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"eos Medicated Lip Balm - The Fixer \| Lip Care to Repair and Protect Chapped and Dry Lips \| Instant Cooling and Pain Relief with Natural Ingredients \| 0.35 oz\", \"asin\": \"B08C8WMPMR\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:37:02.862Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"cold sore treatment abreva\"}],\n\"cart_items\": [{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$80.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\\n15 Count (Pack of 1)\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\\n0.07 Fl Oz (Pack of 2)\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10% - Treatment Cream for Cold Sore/Fever Blister - 0.07 oz Tube (1)\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\\nCapsule60 Count (Pack of 1)\", \"asin\": \"B08881XJNR\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\\n15 Count (Pack of 1)\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\\n0.07 Fl Oz (Pack of 2)\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\\nCapsule60 Count (Pack of 1)\", \"asin\": \"B08881XJNR\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"Red Light Therapy for Face, FSA HSA Cold Sore Treatment Red Light Therapy Wand, Rechargeable Infrared Light Therapy for Pain Relief, Body & Skin Inflammation, Fast Recovery - 3 Modes\", \"asin\": \"B0DL4K9TLJ\", \"price\": \"$119.00\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2.\\\" Rated 4.8 out of 5 stars by 20830 reviews. Eligible for Prime.\", \"asin\": \"B071K8PFHG\"},\n{\"title\": \"Go to detail page for \\\"Abreva Cold Sore Treatment Rapid Pain Relief Cream - 1 Tube, 3 Grams.\\\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.\", \"asin\": \"B0C43HPYFK\"},\n{\"title\": \"Go to detail page for \\\"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3.\\\" Rated 4.7 out of 5 stars by 65 reviews. Eligible for Prime.\", \"asin\": \"B0D8P72LS1\"}],\n\"search_results\": [{\"title\": \"Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\", \"asin\": \"B08881XJNR\", \"price\": \"$39.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"The Proven Lip Sore Device for Pain Relief and Management\", \"asin\": \"B07SD7YYXH\", \"price\": \"$349.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Cold Sore Treatment Rapid Pain Relief Cream - 1 Tube, 3 Grams\", \"asin\": \"B0C43HPYFK\", \"price\": \"$12.94\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump\", \"asin\": \"B000UALM1G\", \"price\": \"$13.88\", \"delivery\": \" FREE delivery Today 4 PM - 6 PM on orders over $50\"},\n{\"title\": \"Lysine Cold Sore Treatment - Chewable L-Lysine Tablets - Faster Absorption and Better Hygiene\", \"asin\": \"B0D94SZYDF\", \"price\": \"$19.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"24HR Lansoprazole Delayed-Release Capsules, 15 mg/Acid Reducer, Proton Pump Inhibitor (PPI) for Heartburn Relief, 42 Count\", \"asin\": \"B002CVUQWC\", \"price\": \"$21.23\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Red Light Therapy Wand for Cold Sore & Canker Sore Treatment \\u2013 Handheld Laser Device for Face Blisters, Nose, Lips & Joint Pain \\u2013 Infrared LED Lip Therapy Pen for Fast Relief\", \"asin\": \"B0DHJ4NSHN\", \"price\": \"$84.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10% - Treatment Cream for Cold Sore/Fever Blister - 0.07 oz Tube (1)\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible\", \"asin\": \"B0CR1W5G2N\", \"price\": \"$9.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"2grm Pump Size 1ct Abreva Cold Sore Treatment\", \"asin\": \"B00E4MMWTC\", \"price\": \"$14.45\", \"delivery\": \"FREE delivery Apr 27 - 30 for Prime members\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B076Z9WMGZ\", \"price\": \"$23.93\", \"delivery\": \"FREE delivery May 2 - 3 Or fastest delivery Fri, Apr 25 Only 19 left in stock - order soon.\"},\n{\"title\": \"Cold Sore Treatment .07 Oz\", \"asin\": \"B00YHVNLQ8\", \"price\": \"$18.99\", \"delivery\": \"FREE delivery for Prime members Only 1 left in stock - order soon.\"},\n{\"title\": \"Cold Sore/Fever Blister Treatment, Pump 0.07 oz (2 g) (Abreva Pump)\", \"asin\": \"B00FPRCAS8\", \"price\": \"$15.49\", \"delivery\": \"FREE delivery Apr 29 - May 1 Or fastest delivery Fri, Apr 25\"},\n{\"title\": \"Premium Tablets \| Helps Against Outbreaks & Cold Sores with No Side Effects \| Helps to Quickly Ease & Reduce Symptoms of Cold Sore, & Fever Blisters \| 60 Tablets\", \"asin\": \"B09XPCGGQJ\", \"price\": \"$37.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Red Light Therapy for Face, FSA HSA Cold Sore Treatment Red Light Therapy Wand, Rechargeable Infrared Light Therapy for Pain Relief, Body & Skin Inflammation, Fast Recovery - 3 Modes\", \"asin\": \"B0DL4K9TLJ\", \"price\": \"$119.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Soothing Honey Cough Drops - Immune Support with Vitamin D, Zinc and Propolis - by Beekeeper's Naturals - Throat Soothing Lozenges, 14 Ct\", \"asin\": \"B08VRHGW1Y\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"Propolis Throat Spray, Natural Immune Support & Sore Throat Relief - Antioxidants, Keto, Paleo, Gluten-Free, 1.06 oz (Pack of 2)\", \"asin\": \"B082QPJNG7\", \"price\": \"$25.00\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women\", \"asin\": \"B0D6WJDYX6\", \"price\": \"$20.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07 oz - 2 Tubes\", \"asin\": \"B0CCK7L4K5\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Fri, Apr 25\"},\n{\"title\": \"Cream\", \"asin\": \"B002OTXAYS\", \"price\": \"$16.16\", \"delivery\": \"FREE delivery Apr 29 - May 1 Or fastest delivery Fri, Apr 25\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10% - Treatment Cream for Cold Sore/Fever Blister - 0.07 oz Tube (1)\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07oz - 1 Tube\", \"asin\": \"B0B7K8H4Y2\", \"price\": \"$8.97\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Health Lip Clear Lysine+ Cold Sore Treatment Soothe & Moisturize Mouth Sores - L-Lysine Menthol Calendula & Propolis Ointment - Transparent Fever Blister Healing Balm - 0.25 Oz\", \"asin\": \"B00014EGA0\", \"price\": \"$7.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment & Cold Sore Concealer - The Best Full Coverage Cold Sore Cover Up Makeup to Help Disguise and Soothe - Dark\", \"asin\": \"B0B4T7JG5J\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Abreva Cold Sore/Fever Blister Treatment, 2 gms (Pack of 2)\", \"asin\": \"B00E4MMVYI\", \"price\": \"$26.22\", \"delivery\": \"FREE delivery Apr 30 - May 2 Or fastest delivery Apr 24 - 25 Only 20 left in stock - order soon.\"},\n{\"title\": \"Lysine Cold Sore Treatment - Chewable L-Lysine Tablets - Faster Absorption and Better Hygiene\", \"asin\": \"B0D94SZYDF\", \"price\": \"$19.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Campho Phenique Cold Sore and Fever Blister Treatment for Lips, Maximum Strength Provides Instant Relief, Helps Prevent Infection To Promote Healing, Original Gel Formula, 0.23 Oz\", \"asin\": \"B071Z1LZCP\", \"price\": \"$4.24\", \"delivery\": \" FREE delivery Today 4 PM - 6 PM on orders over $50\"},\n{\"title\": \"Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible\", \"asin\": \"B0CR1W5G2N\", \"price\": \"$9.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore/Fever Blister Treatment, 07 Ounce\", \"asin\": \"B00K7APSG4\", \"price\": \"$18.99\", \"delivery\": \"FREE delivery Apr 30 - May 6 Or fastest delivery Apr 25 - 28 Only 14 left in stock - order soon.\"},\n{\"title\": \"Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 2 Tube)\", \"asin\": \"B0CQMRJ8S8\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\", \"asin\": \"B08881XJNR\", \"price\": \"$39.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz\", \"asin\": \"B000052YE1\", \"price\": \"$7.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)\", \"asin\": \"B01KHNJ9KG\", \"price\": \"$14.14\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10% - Treatment Cream for Cold Sore/Fever Blister - 0.07 oz Pump Bottle (1)\", \"asin\": \"B0DPJH2LWB\", \"price\": \"$13.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Touch Free Cold Sore Treatment .12oz, Liquid Formula, Provides Immediate & Targeted Pain Relief, Bonus Size, 6 Applicators.\", \"asin\": \"B09KW5C7XN\", \"price\": \"$16.34\", \"delivery\": \"FREE delivery Fri, Apr 25\"},\n{\"title\": \"Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women\", \"asin\": \"B0D6WJDYX6\", \"price\": \"$20.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"GST Genital Sore Treatment \| Fast, Effective Relief from The Symptoms of Genital Herpes\", \"asin\": \"B0BLCTTQBJ\", \"price\": \"$29.94\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"\| Daily Cold Sore Supplement Including L-Lysine & Natural Defense Ingredients \| Around The Clock Support \| 60 Count \| Made in The USA\", \"asin\": \"B07L9ZKJS8\", \"price\": \"$19.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment Gel, Clear, 1 Tube of 0.14 Oz (Pack of 1)\", \"asin\": \"B08H5CDJP6\", \"price\": \"$7.18\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Med Size .07 Abreva Cold Sore Treatment Cream\", \"asin\": \"B008RKLR02\"},\n{\"title\": \"Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment\", \"asin\": \"B0D2DXPQCN\", \"price\": \"$12.90\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Cold Sore Treatment & Cold Sore Concealer - The Best Full Coverage Cold Sore Cover Up Makeup to Help Disguise and Soothe - Light\", \"asin\": \"B0B4T7ZNR1\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister with Docosanol Cream, 10% - Cold Sore Treatment - 0.07 oz Tube (4)\", \"asin\": \"B0DPJFMCTF\", \"price\": \"$39.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 1 Tube)\", \"asin\": \"B0CP2RLRJ8\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Mon, Apr 28 for Prime members\"},\n{\"title\": \"1 Day Cold Sore Treatment 6ML\", \"asin\": \"B003GD0I5A\", \"price\": \"$20.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment and Medicated Lip Balm, College Back to School Dorm Essentials, With Menthol and Eucalyptus Oil, Natural Origin Skincare, 2 Tubes, 0.07 oz./0.15 oz.\", \"asin\": \"B09CK1V89X\", \"price\": \"$16.57\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment \| 10% Docosanol Antiviral Cream for Fast Relief of Fever Blisters \| Over-The-Counter Lip Treatment \| Heals & Protects \| 0.07 oz Tube\", \"asin\": \"B0DLH9M5W4\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment with Docosanol Cream, 10% - Cold Sore Treatment - 0.07 oz Tube (2)\", \"asin\": \"B0DPJG4BH5\", \"price\": \"$26.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack\", \"asin\": \"B08HBQ94MB\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"1 Day Cold Sore Symptom Treatment, 6 mL (0.20 oz)\", \"asin\": \"B0047J38WC\", \"price\": \"$22.93\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"The Proven Lip Sore Device for Pain Relief and Management\", \"asin\": \"B07SD7YYXH\", \"price\": \"$349.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Early Relief Cold Sore Treatment - Fast Relief of Cold Sores and Fever Blisters, Made in USA, 0.25oz Gel, Pack of 1\", \"asin\": \"B0D64511HX\", \"price\": \"$9.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Health Lip Clear Invisible Cold Sore Bandage, Fever Blister Patch - Patch Soothes and Protects, Hides Cold Sores, Helps Prevent Contamination, 12 Ct\", \"asin\": \"B0063I312C\", \"price\": \"$9.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Red Light Cold Sore, Cold Sore Treatment Device, Red Light Therapy for Cold Sore Lips Nose Face Hand, Target Skin Small Area\", \"asin\": \"B0CNGM1ZHH\", \"price\": \"$98.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Cold Sore Treatment Bundle with Burt\\u2019s Bees Healing Patches and Burt\\u2019s Bees Cold Sore Treatment with Rhubarb and Sage, Protects, Heals and Relieves Symptoms\", \"asin\": \"B0C8WX5MKC\", \"price\": \"$24.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand\", \"asin\": \"B08C9Q8TTM\", \"price\": \"$6.54\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:37:11.893Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-22T19:37:11.893Z	click_product	B000056OWW	rule	train	1,376	2025-04-22T19:37:11.893Z	click_product	B000056OWW	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} <\|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": "cold sore treatment abreva"}], "cart_items": [{"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - 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0.07 oz Tube x 2.\" Rated 4.8 out of 5 stars by 20830 reviews. Eligible for Prime.", "asin": "B071K8PFHG"}, {"title": "Go to detail page for \"Abreva Cold Sore Treatment Rapid Pain Relief Cream - 1 Tube, 3 Grams.\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.", "asin": "B0C43HPYFK"}, {"title": "Go to detail page for \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3.\" Rated 4.7 out of 5 stars by 65 reviews. Eligible for Prime.", "asin": "B0D8P72LS1"}], "search_results": [{"title": "Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin", "asin": "B08881XJNR", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "The Proven Lip Sore Device for Pain Relief and Management", "asin": "B07SD7YYXH", "price": "$349.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count", "asin": "B08MVF9YW1", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2", "asin": "B071K8PFHG", "price": "$25.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$15.50", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2", "asin": "B071K8PFHG", "price": "$25.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Cold Sore Treatment Rapid Pain Relief Cream - 1 Tube, 3 Grams", "asin": "B0C43HPYFK", "price": "$12.94", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump", "asin": "B000UALM1G", "price": "$13.88", "delivery": " FREE delivery Today 4 PM - 6 PM on orders over $50"}, {"title": "Lysine Cold Sore Treatment - Chewable L-Lysine Tablets - Faster Absorption and Better Hygiene", "asin": "B0D94SZYDF", "price": "$19.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "24HR Lansoprazole Delayed-Release Capsules, 15 mg/Acid Reducer, Proton Pump Inhibitor (PPI) for Heartburn Relief, 42 Count", "asin": "B002CVUQWC", "price": "$21.23", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Red Light Therapy Wand for Cold Sore & Canker Sore Treatment \u2013 Handheld Laser Device for Face Blisters, Nose, Lips & Joint Pain \u2013 Infrared LED Lip Therapy Pen for Fast Relief", "asin": "B0DHJ4NSHN", "price": "$84.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10% - Treatment Cream for Cold Sore/Fever Blister - 0.07 oz Tube (1)", "asin": "B0DP3TJT3Q", "price": "$13.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible", "asin": "B0CR1W5G2N", "price": "$9.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count", "asin": "B08MVF9YW1", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "2grm Pump Size 1ct Abreva Cold Sore Treatment", "asin": "B00E4MMWTC", "price": "$14.45", "delivery": "FREE delivery Apr 27 - 30 for Prime members"}, {"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2", "asin": "B076Z9WMGZ", "price": "$23.93", "delivery": "FREE delivery May 2 - 3 Or fastest delivery Fri, Apr 25 Only 19 left in stock - order soon."}, {"title": "Cold Sore Treatment .07 Oz", "asin": "B00YHVNLQ8", "price": "$18.99", "delivery": "FREE delivery for Prime members Only 1 left in stock - order soon."}, {"title": "Cold Sore/Fever Blister Treatment, Pump 0.07 oz (2 g) (Abreva Pump)", "asin": "B00FPRCAS8", "price": "$15.49", "delivery": "FREE delivery Apr 29 - May 1 Or fastest delivery Fri, Apr 25"}, {"title": "Premium Tablets \| Helps Against Outbreaks & Cold Sores with No Side Effects \| Helps to Quickly Ease & Reduce Symptoms of Cold Sore, & Fever Blisters \| 60 Tablets", "asin": "B09XPCGGQJ", "price": "$37.95", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Red Light Therapy for Face, FSA HSA Cold Sore Treatment Red Light Therapy Wand, Rechargeable Infrared Light Therapy for Pain Relief, Body & Skin Inflammation, Fast Recovery - 3 Modes", "asin": "B0DL4K9TLJ", "price": "$119.00", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Soothing Honey Cough Drops - Immune Support with Vitamin D, Zinc and Propolis - by Beekeeper's Naturals - Throat Soothing Lozenges, 14 Ct", "asin": "B08VRHGW1Y", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items Or FREE pickup"}, {"title": "Propolis Throat Spray, Natural Immune Support & Sore Throat Relief - Antioxidants, Keto, Paleo, Gluten-Free, 1.06 oz (Pack of 2)", "asin": "B082QPJNG7", "price": "$25.00", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women", "asin": "B0D6WJDYX6", "price": "$20.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07 oz - 2 Tubes", "asin": "B0CCK7L4K5", "price": "$16.99", "delivery": "FREE delivery Fri, Apr 25"}, {"title": "Cream", "asin": "B002OTXAYS", "price": "$16.16", "delivery": "FREE delivery Apr 29 - May 1 Or fastest delivery Fri, Apr 25"}, {"title": "Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10% - Treatment Cream for Cold Sore/Fever Blister - 0.07 oz Tube (1)", "asin": "B0DP3TJT3Q", "price": "$13.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07oz - 1 Tube", "asin": "B0B7K8H4Y2", "price": "$8.97", "delivery": " Two-Day FREE delivery Thu, Apr 24"}, {"title": "Health Lip Clear Lysine+ Cold Sore Treatment Soothe & Moisturize Mouth Sores - L-Lysine Menthol Calendula & Propolis Ointment - Transparent Fever Blister Healing Balm - 0.25 Oz", "asin": "B00014EGA0", "price": "$7.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cold Sore Treatment & Cold Sore Concealer - The Best Full Coverage Cold Sore Cover Up Makeup to Help Disguise and Soothe - Dark", "asin": "B0B4T7JG5J", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Abreva Cold Sore/Fever Blister Treatment, 2 gms (Pack of 2)", "asin": "B00E4MMVYI", "price": "$26.22", "delivery": "FREE delivery Apr 30 - May 2 Or fastest delivery Apr 24 - 25 Only 20 left in stock - order soon."}, {"title": "Lysine Cold Sore Treatment - Chewable L-Lysine Tablets - Faster Absorption and Better Hygiene", "asin": "B0D94SZYDF", "price": "$19.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Campho Phenique Cold Sore and Fever Blister Treatment for Lips, Maximum Strength Provides Instant Relief, Helps Prevent Infection To Promote Healing, Original Gel Formula, 0.23 Oz", "asin": "B071Z1LZCP", "price": "$4.24", "delivery": " FREE delivery Today 4 PM - 6 PM on orders over $50"}, {"title": "Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible", "asin": "B0CR1W5G2N", "price": "$9.95", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz", "asin": "B0BDNYX54S", "price": "$7.28", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Cold Sore/Fever Blister Treatment, 07 Ounce", "asin": "B00K7APSG4", "price": "$18.99", "delivery": "FREE delivery Apr 30 - May 6 Or fastest delivery Apr 25 - 28 Only 14 left in stock - order soon."}, {"title": "Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 2 Tube)", "asin": "B0CQMRJ8S8", "price": "$14.99", "delivery": " Two-Day FREE delivery Thu, Apr 24"}, {"title": "Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin", "asin": "B08881XJNR", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz", "asin": "B000052YE1", "price": "$7.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)", "asin": "B01KHNJ9KG", "price": "$14.14", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10% - Treatment Cream for Cold Sore/Fever Blister - 0.07 oz Pump Bottle (1)", "asin": "B0DPJH2LWB", "price": "$13.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Touch Free Cold Sore Treatment .12oz, Liquid Formula, Provides Immediate & Targeted Pain Relief, Bonus Size, 6 Applicators.", "asin": "B09KW5C7XN", "price": "$16.34", "delivery": "FREE delivery Fri, Apr 25"}, {"title": "Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women", "asin": "B0D6WJDYX6", "price": "$20.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "GST Genital Sore Treatment \| Fast, Effective Relief from The Symptoms of Genital Herpes", "asin": "B0BLCTTQBJ", "price": "$29.94", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "\| Daily Cold Sore Supplement Including L-Lysine & Natural Defense Ingredients \| Around The Clock Support \| 60 Count \| Made in The USA", "asin": "B07L9ZKJS8", "price": "$19.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cold Sore Treatment Gel, Clear, 1 Tube of 0.14 Oz (Pack of 1)", "asin": "B08H5CDJP6", "price": "$7.18", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Cold Sore Med Size .07 Abreva Cold Sore Treatment Cream", "asin": "B008RKLR02"}, {"title": "Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment", "asin": "B0D2DXPQCN", "price": "$12.90", "delivery": " Two-Day FREE delivery Thu, Apr 24"}, {"title": "Cold Sore Treatment & Cold Sore Concealer - The Best Full Coverage Cold Sore Cover Up Makeup to Help Disguise and Soothe - Light", "asin": "B0B4T7ZNR1", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Cosette Cold Sore/Fever Blister with Docosanol Cream, 10% - Cold Sore Treatment - 0.07 oz Tube (4)", "asin": "B0DPJFMCTF", "price": "$39.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 1 Tube)", "asin": "B0CP2RLRJ8", "price": "$8.99", "delivery": "FREE delivery Mon, Apr 28 for Prime members"}, {"title": "1 Day Cold Sore Treatment 6ML", "asin": "B003GD0I5A", "price": "$20.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cold Sore Treatment and Medicated Lip Balm, College Back to School Dorm Essentials, With Menthol and Eucalyptus Oil, Natural Origin Skincare, 2 Tubes, 0.07 oz./0.15 oz.", "asin": "B09CK1V89X", "price": "$16.57", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cold Sore Treatment \| 10% Docosanol Antiviral Cream for Fast Relief of Fever Blisters \| Over-The-Counter Lip Treatment \| Heals & Protects \| 0.07 oz Tube", "asin": "B0DLH9M5W4", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Cosette Cold Sore/Fever Blister Treatment with Docosanol Cream, 10% - Cold Sore Treatment - 0.07 oz Tube (2)", "asin": "B0DPJG4BH5", "price": "$26.95", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack", "asin": "B08HBQ94MB", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "1 Day Cold Sore Symptom Treatment, 6 mL (0.20 oz)", "asin": "B0047J38WC", "price": "$22.93", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "The Proven Lip Sore Device for Pain Relief and Management", "asin": "B07SD7YYXH", "price": "$349.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Early Relief Cold Sore Treatment - Fast Relief of Cold Sores and Fever Blisters, Made in USA, 0.25oz Gel, Pack of 1", "asin": "B0D64511HX", "price": "$9.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Health Lip Clear Invisible Cold Sore Bandage, Fever Blister Patch - Patch Soothes and Protects, Hides Cold Sores, Helps Prevent Contamination, 12 Ct", "asin": "B0063I312C", "price": "$9.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Red Light Cold Sore, Cold Sore Treatment Device, Red Light Therapy for Cold Sore Lips Nose Face Hand, Target Skin Small Area", "asin": "B0CNGM1ZHH", "price": "$98.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Cold Sore Treatment Bundle with Burt\u2019s Bees Healing Patches and Burt\u2019s Bees Cold Sore Treatment with Rhubarb and Sage, Protects, Heals and Relieves Symptoms", "asin": "B0C8WX5MKC", "price": "$24.62", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand", "asin": "B08C9Q8TTM", "price": "$6.54", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-22T19:37:11.893Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-22T19:37:11.893Z\",\"action\": \"click_product\",\"acion_argument\": \"B000056OWW\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-22T19:37:11.893Z\",\"action\": \"click_product\",\"acion_argument\": \"B000056OWW\",}</answer>", "index": 1376, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"cold sore treatment abreva\"}],\n\"cart_items\": [{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$80.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\\n15 Count (Pack of 1)\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\\n0.07 Fl Oz (Pack of 2)\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10% - Treatment Cream for Cold Sore/Fever Blister - 0.07 oz Tube (1)\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\\nCapsule60 Count (Pack of 1)\", \"asin\": \"B08881XJNR\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\\n15 Count (Pack of 1)\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\\n0.07 Fl Oz (Pack of 2)\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\\nCapsule60 Count (Pack of 1)\", \"asin\": \"B08881XJNR\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"Red Light Therapy for Face, FSA HSA Cold Sore Treatment Red Light Therapy Wand, Rechargeable Infrared Light Therapy for Pain Relief, Body & Skin Inflammation, Fast Recovery - 3 Modes\", \"asin\": \"B0DL4K9TLJ\", \"price\": \"$119.00\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2.\\\" Rated 4.8 out of 5 stars by 20830 reviews. Eligible for Prime.\", \"asin\": \"B071K8PFHG\"},\n{\"title\": \"Go to detail page for \\\"Abreva Cold Sore Treatment Rapid Pain Relief Cream - 1 Tube, 3 Grams.\\\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.\", \"asin\": \"B0C43HPYFK\"},\n{\"title\": \"Go to detail page for \\\"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3.\\\" Rated 4.7 out of 5 stars by 65 reviews. Eligible for Prime.\", \"asin\": \"B0D8P72LS1\"}],\n\"search_results\": [{\"title\": \"Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\", \"asin\": \"B08881XJNR\", \"price\": \"$39.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"The Proven Lip Sore Device for Pain Relief and Management\", \"asin\": \"B07SD7YYXH\", \"price\": \"$349.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Cold Sore Treatment Rapid Pain Relief Cream - 1 Tube, 3 Grams\", \"asin\": \"B0C43HPYFK\", \"price\": \"$12.94\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump\", \"asin\": \"B000UALM1G\", \"price\": \"$13.88\", \"delivery\": \" FREE delivery Today 4 PM - 6 PM on orders over $50\"},\n{\"title\": \"Lysine Cold Sore Treatment - Chewable L-Lysine Tablets - Faster Absorption and Better Hygiene\", \"asin\": \"B0D94SZYDF\", \"price\": \"$19.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"24HR Lansoprazole Delayed-Release Capsules, 15 mg/Acid Reducer, Proton Pump Inhibitor (PPI) for Heartburn Relief, 42 Count\", \"asin\": \"B002CVUQWC\", \"price\": \"$21.23\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Red Light Therapy Wand for Cold Sore & Canker Sore Treatment \\u2013 Handheld Laser Device for Face Blisters, Nose, Lips & Joint Pain \\u2013 Infrared LED Lip Therapy Pen for Fast Relief\", \"asin\": \"B0DHJ4NSHN\", \"price\": \"$84.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10% - Treatment Cream for Cold Sore/Fever Blister - 0.07 oz Tube (1)\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible\", \"asin\": \"B0CR1W5G2N\", \"price\": \"$9.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"2grm Pump Size 1ct Abreva Cold Sore Treatment\", \"asin\": \"B00E4MMWTC\", \"price\": \"$14.45\", \"delivery\": \"FREE delivery Apr 27 - 30 for Prime members\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B076Z9WMGZ\", \"price\": \"$23.93\", \"delivery\": \"FREE delivery May 2 - 3 Or fastest delivery Fri, Apr 25 Only 19 left in stock - order soon.\"},\n{\"title\": \"Cold Sore Treatment .07 Oz\", \"asin\": \"B00YHVNLQ8\", \"price\": \"$18.99\", \"delivery\": \"FREE delivery for Prime members Only 1 left in stock - order soon.\"},\n{\"title\": \"Cold Sore/Fever Blister Treatment, Pump 0.07 oz (2 g) (Abreva Pump)\", \"asin\": \"B00FPRCAS8\", \"price\": \"$15.49\", \"delivery\": \"FREE delivery Apr 29 - May 1 Or fastest delivery Fri, Apr 25\"},\n{\"title\": \"Premium Tablets \| Helps Against Outbreaks & Cold Sores with No Side Effects \| Helps to Quickly Ease & Reduce Symptoms of Cold Sore, & Fever Blisters \| 60 Tablets\", \"asin\": \"B09XPCGGQJ\", \"price\": \"$37.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Red Light Therapy for Face, FSA HSA Cold Sore Treatment Red Light Therapy Wand, Rechargeable Infrared Light Therapy for Pain Relief, Body & Skin Inflammation, Fast Recovery - 3 Modes\", \"asin\": \"B0DL4K9TLJ\", \"price\": \"$119.00\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Soothing Honey Cough Drops - Immune Support with Vitamin D, Zinc and Propolis - by Beekeeper's Naturals - Throat Soothing Lozenges, 14 Ct\", \"asin\": \"B08VRHGW1Y\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"Propolis Throat Spray, Natural Immune Support & Sore Throat Relief - Antioxidants, Keto, Paleo, Gluten-Free, 1.06 oz (Pack of 2)\", \"asin\": \"B082QPJNG7\", \"price\": \"$25.00\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women\", \"asin\": \"B0D6WJDYX6\", \"price\": \"$20.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07 oz - 2 Tubes\", \"asin\": \"B0CCK7L4K5\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Fri, Apr 25\"},\n{\"title\": \"Cream\", \"asin\": \"B002OTXAYS\", \"price\": \"$16.16\", \"delivery\": \"FREE delivery Apr 29 - May 1 Or fastest delivery Fri, Apr 25\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10% - Treatment Cream for Cold Sore/Fever Blister - 0.07 oz Tube (1)\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Docosanol Cream 10% \| Cold Sore Treatment \| Shortens Healing Time \| 0.07oz - 1 Tube\", \"asin\": \"B0B7K8H4Y2\", \"price\": \"$8.97\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Health Lip Clear Lysine+ Cold Sore Treatment Soothe & Moisturize Mouth Sores - L-Lysine Menthol Calendula & Propolis Ointment - Transparent Fever Blister Healing Balm - 0.25 Oz\", \"asin\": \"B00014EGA0\", \"price\": \"$7.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment & Cold Sore Concealer - The Best Full Coverage Cold Sore Cover Up Makeup to Help Disguise and Soothe - Dark\", \"asin\": \"B0B4T7JG5J\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Abreva Cold Sore/Fever Blister Treatment, 2 gms (Pack of 2)\", \"asin\": \"B00E4MMVYI\", \"price\": \"$26.22\", \"delivery\": \"FREE delivery Apr 30 - May 2 Or fastest delivery Apr 24 - 25 Only 20 left in stock - order soon.\"},\n{\"title\": \"Lysine Cold Sore Treatment - Chewable L-Lysine Tablets - Faster Absorption and Better Hygiene\", \"asin\": \"B0D94SZYDF\", \"price\": \"$19.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Campho Phenique Cold Sore and Fever Blister Treatment for Lips, Maximum Strength Provides Instant Relief, Helps Prevent Infection To Promote Healing, Original Gel Formula, 0.23 Oz\", \"asin\": \"B071Z1LZCP\", \"price\": \"$4.24\", \"delivery\": \" FREE delivery Today 4 PM - 6 PM on orders over $50\"},\n{\"title\": \"Cold Sore Patch Lysine Cold Sore Treatment for Lips, Lysine Lip Balm Alternative for Cold Sore Relief, Medicated Fever Blister Cold Sore Patch, L-lysine Cold Sore Treatment, FSA Eligible\", \"asin\": \"B0CR1W5G2N\", \"price\": \"$9.95\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore/Fever Blister Treatment, 07 Ounce\", \"asin\": \"B00K7APSG4\", \"price\": \"$18.99\", \"delivery\": \"FREE delivery Apr 30 - May 6 Or fastest delivery Apr 25 - 28 Only 14 left in stock - order soon.\"},\n{\"title\": \"Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 2 Tube)\", \"asin\": \"B0CQMRJ8S8\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Cold Sore Treatment for Lips - Lysine Supercharged with Acidophilus Probiotic & Lactobacillus Rhamnosus + Vitamin C for Lip and Skin Health - Immune Support for Effective Prevention and Clear Skin\", \"asin\": \"B08881XJNR\", \"price\": \"$39.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz\", \"asin\": \"B000052YE1\", \"price\": \"$7.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)\", \"asin\": \"B01KHNJ9KG\", \"price\": \"$14.14\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10% - Treatment Cream for Cold Sore/Fever Blister - 0.07 oz Pump Bottle (1)\", \"asin\": \"B0DPJH2LWB\", \"price\": \"$13.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Touch Free Cold Sore Treatment .12oz, Liquid Formula, Provides Immediate & Targeted Pain Relief, Bonus Size, 6 Applicators.\", \"asin\": \"B09KW5C7XN\", \"price\": \"$16.34\", \"delivery\": \"FREE delivery Fri, Apr 25\"},\n{\"title\": \"Cold Sore Treatment For Lips With Immune Support \| L-Lysine 1000mg Capsules, Chaga, Bee Propolis, Vitamin C, Zinc & Licorice Root Extract \| Non-GMO, Vegetarian, 60 Capsules for Men and Women\", \"asin\": \"B0D6WJDYX6\", \"price\": \"$20.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"GST Genital Sore Treatment \| Fast, Effective Relief from The Symptoms of Genital Herpes\", \"asin\": \"B0BLCTTQBJ\", \"price\": \"$29.94\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"\| Daily Cold Sore Supplement Including L-Lysine & Natural Defense Ingredients \| Around The Clock Support \| 60 Count \| Made in The USA\", \"asin\": \"B07L9ZKJS8\", \"price\": \"$19.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment Gel, Clear, 1 Tube of 0.14 Oz (Pack of 1)\", \"asin\": \"B08H5CDJP6\", \"price\": \"$7.18\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Med Size .07 Abreva Cold Sore Treatment Cream\", \"asin\": \"B008RKLR02\"},\n{\"title\": \"Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment\", \"asin\": \"B0D2DXPQCN\", \"price\": \"$12.90\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"Cold Sore Treatment & Cold Sore Concealer - The Best Full Coverage Cold Sore Cover Up Makeup to Help Disguise and Soothe - Light\", \"asin\": \"B0B4T7ZNR1\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister with Docosanol Cream, 10% - Cold Sore Treatment - 0.07 oz Tube (4)\", \"asin\": \"B0DPJFMCTF\", \"price\": \"$39.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Cold Sore/Fever Blister Treatment - Docosanol 10% Cream (0.07 oz - 1 Tube)\", \"asin\": \"B0CP2RLRJ8\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Mon, Apr 28 for Prime members\"},\n{\"title\": \"1 Day Cold Sore Treatment 6ML\", \"asin\": \"B003GD0I5A\", \"price\": \"$20.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment and Medicated Lip Balm, College Back to School Dorm Essentials, With Menthol and Eucalyptus Oil, Natural Origin Skincare, 2 Tubes, 0.07 oz./0.15 oz.\", \"asin\": \"B09CK1V89X\", \"price\": \"$16.57\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cold Sore Treatment \| 10% Docosanol Antiviral Cream for Fast Relief of Fever Blisters \| Over-The-Counter Lip Treatment \| Heals & Protects \| 0.07 oz Tube\", \"asin\": \"B0DLH9M5W4\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment with Docosanol Cream, 10% - Cold Sore Treatment - 0.07 oz Tube (2)\", \"asin\": \"B0DPJG4BH5\", \"price\": \"$26.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack\", \"asin\": \"B08HBQ94MB\", \"price\": \"$8.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"1 Day Cold Sore Symptom Treatment, 6 mL (0.20 oz)\", \"asin\": \"B0047J38WC\", \"price\": \"$22.93\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"The Proven Lip Sore Device for Pain Relief and Management\", \"asin\": \"B07SD7YYXH\", \"price\": \"$349.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Early Relief Cold Sore Treatment - Fast Relief of Cold Sores and Fever Blisters, Made in USA, 0.25oz Gel, Pack of 1\", \"asin\": \"B0D64511HX\", \"price\": \"$9.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Health Lip Clear Invisible Cold Sore Bandage, Fever Blister Patch - Patch Soothes and Protects, Hides Cold Sores, Helps Prevent Contamination, 12 Ct\", \"asin\": \"B0063I312C\", \"price\": \"$9.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Red Light Cold Sore, Cold Sore Treatment Device, Red Light Therapy for Cold Sore Lips Nose Face Hand, Target Skin Small Area\", \"asin\": \"B0CNGM1ZHH\", \"price\": \"$98.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Cold Sore Treatment Bundle with Burt\\u2019s Bees Healing Patches and Burt\\u2019s Bees Cold Sore Treatment with Rhubarb and Sage, Protects, Heals and Relieves Symptoms\", \"asin\": \"B0C8WX5MKC\", \"price\": \"$24.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand\", \"asin\": \"B08C9Q8TTM\", \"price\": \"$6.54\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:37:11.893Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\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\"search_term\": [{\"term\": \"cold sore treatment abreva\"}],\n\"cart_items\": [{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$80.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B000056OWW\"},\n{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\"},\n{\"price\": \"$15.50\"},\n{\"bullet_list\": \"One tube of cream Relieves itching and burning Portable tube Temporary relief Easy to apply HSA and FSA eligible product\"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DPJH2LWB\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand\", \"asin\": \"B08C9Q8TTM\", \"price\": \"$6.54\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand\", \"asin\": \"B08C9Q8TTM\", \"price\": \"$6.54\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DPJH2LWB\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Campho Phenique Maximum Strength Antiseptic Gel, Pain Relief and Anti-Itch Treatment, Instant Relief From Bug Bites, Minor Cuts and Skin Irritations, 0.5 Oz\", \"asin\": \"B003LZVS7K\", \"price\": \"$10.00\", \"quantity\": \"\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\"},\n{\"title\": \"Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)\", \"asin\": \"B01KHNJ9KG\", \"price\": \"$14.14\"},\n{\"title\": \"Releev 1 Day Cold Sore Treatment 6ML\", \"asin\": \"B003GD0I5A\", \"price\": \"$20.59\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump\", \"asin\": \"B000UALM1G\", \"price\": \"$14.84\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:37:52.007Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-22T19:37:52.007Z	purchase	B000056OWW	rule	train	1,377	2025-04-22T19:37:52.007Z	purchase	B000056OWW	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-01T19:09:44.797Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:54.307Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:57.578Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:09:59.572Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:01.268Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:02.264Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-01T19:10:04.710Z", "action": "input", "action_argument": "nike shoes"} {"timestamp": "2025-04-01T19:10:04.920Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-01T19:10:15.809Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} <\|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": "cold sore treatment abreva"}], "cart_items": [{"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)", "asin": "B0CJVDKJYD", "price": "$36.99", "quantity": "1"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "quantity": "1"}, {"title": "medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea", "asin": "B0DGTMR754", "price": "$19.00", "quantity": "1"}, {"title": "CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces", "asin": "B0C63HWV6Z", "price": "$80.00", "quantity": "1"}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "product_details": [{"asin": "B000056OWW"}, {"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams"}, {"price": "$15.50"}, {"bullet_list": "One tube of cream Relieves itching and burning Portable tube Temporary relief Easy to apply HSA and FSA eligible product"}], "product_quantity": [{"quantity": "1"}, {"quantity": "1"}], "promotion_items": [{"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2", "asin": "B071K8PFHG", "price": "$25.49", "quantity": ""}, {"title": "Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "quantity": ""}, {"title": "Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count", "asin": "B08MVF9YW1", "price": "$9.99", "quantity": ""}, {"title": "Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...", "asin": "B0DP3TJT3Q", "price": "$13.95", "quantity": ""}, {"title": "Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz", "asin": "B0BDNYX54S", "price": "$7.28", "quantity": ""}, {"title": "Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...", "asin": "B0DPJH2LWB", "price": "$13.95", "quantity": ""}, {"title": "Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand", "asin": "B08C9Q8TTM", "price": "$6.54", "quantity": ""}, {"title": "Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz", "asin": "B0BDNYX54S", "price": "$7.28", "quantity": ""}, {"title": "Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand", "asin": "B08C9Q8TTM", "price": "$6.54", "quantity": ""}, {"title": "Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...", "asin": "B0DPJH2LWB", "price": "$13.95", "quantity": ""}, {"title": "Campho Phenique Maximum Strength Antiseptic Gel, Pain Relief and Anti-Itch Treatment, Instant Relief From Bug Bites, Minor Cuts and Skin Irritations, 0.5 Oz", "asin": "B003LZVS7K", "price": "$10.00", "quantity": ""}, {"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2", "asin": "B071K8PFHG", "price": "$25.49", "quantity": ""}, {"title": "Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count", "asin": "B08MVF9YW1", "price": "$9.99", "quantity": ""}, {"title": "Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "quantity": ""}], "comparison_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$15.50"}, {"title": "Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)", "asin": "B01KHNJ9KG", "price": "$14.14"}, {"title": "Releev 1 Day Cold Sore Treatment 6ML", "asin": "B003GD0I5A", "price": "$20.59"}, {"title": "Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz", "asin": "B0BDNYX54S", "price": "$7.28"}, {"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump", "asin": "B000UALM1G", "price": "$14.84"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-22T19:37:52.007Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-22T19:37:52.007Z\",\"action\": \"purchase\",\"acion_argument\": \"B000056OWW\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-22T19:37:52.007Z\",\"action\": \"purchase\",\"acion_argument\": \"B000056OWW\",}</answer>", "index": 1377, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-01T19:09:44.797Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:54.307Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:57.578Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:09:59.572Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:01.268Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:02.264Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-01T19:10:04.710Z\", \"action\": \"input\", \"action_argument\": \"nike shoes\"}\n{\"timestamp\": \"2025-04-01T19:10:04.920Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-01T19:10:15.809Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\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\"search_term\": [{\"term\": \"cold sore treatment abreva\"}],\n\"cart_items\": [{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$80.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B000056OWW\"},\n{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\"},\n{\"price\": \"$15.50\"},\n{\"bullet_list\": \"One tube of cream Relieves itching and burning Portable tube Temporary relief Easy to apply HSA and FSA eligible product\"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DPJH2LWB\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand\", \"asin\": \"B08C9Q8TTM\", \"price\": \"$6.54\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand\", \"asin\": \"B08C9Q8TTM\", \"price\": \"$6.54\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DPJH2LWB\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Campho Phenique Maximum Strength Antiseptic Gel, Pain Relief and Anti-Itch Treatment, Instant Relief From Bug Bites, Minor Cuts and Skin Irritations, 0.5 Oz\", \"asin\": \"B003LZVS7K\", \"price\": \"$10.00\", \"quantity\": \"\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\"},\n{\"title\": \"Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)\", \"asin\": \"B01KHNJ9KG\", \"price\": \"$14.14\"},\n{\"title\": \"Releev 1 Day Cold Sore Treatment 6ML\", \"asin\": \"B003GD0I5A\", \"price\": \"$20.59\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump\", \"asin\": \"B000UALM1G\", \"price\": \"$14.84\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:37:52.007Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\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\"search_term\": [{\"term\": \"cold sore treatment abreva\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$80.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B000056OWW\"},\n{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\"},\n{\"price\": \"$15.50\"},\n{\"bullet_list\": \"One tube of cream Relieves itching and burning Portable tube Temporary relief Easy to apply HSA and FSA eligible product\"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DPJH2LWB\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand\", \"asin\": \"B08C9Q8TTM\", \"price\": \"$6.54\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand\", \"asin\": \"B08C9Q8TTM\", \"price\": \"$6.54\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DPJH2LWB\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Campho Phenique Maximum Strength Antiseptic Gel, Pain Relief and Anti-Itch Treatment, Instant Relief From Bug Bites, Minor Cuts and Skin Irritations, 0.5 Oz\", \"asin\": \"B003LZVS7K\", \"price\": \"$10.00\", \"quantity\": \"\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\"},\n{\"title\": \"Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)\", \"asin\": \"B01KHNJ9KG\", \"price\": \"$14.14\"},\n{\"title\": \"Releev 1 Day Cold Sore Treatment 6ML\", \"asin\": \"B003GD0I5A\", \"price\": \"$20.59\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump\", \"asin\": \"B000UALM1G\", \"price\": \"$14.84\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:38:23.815Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-22T19:38:23.815Z	click	other	rule	train	1,378	2025-04-22T19:38:23.815Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} <\|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": "cold sore treatment abreva"}], "cart_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$15.50", "quantity": "1"}, {"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)", "asin": "B0CJVDKJYD", "price": "$36.99", "quantity": "1"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "quantity": "1"}, {"title": "medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea", "asin": "B0DGTMR754", "price": "$19.00", "quantity": "1"}, {"title": "CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces", "asin": "B0C63HWV6Z", "price": "$80.00", "quantity": "1"}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "product_details": [{"asin": "B000056OWW"}, {"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams"}, {"price": "$15.50"}, {"bullet_list": "One tube of cream Relieves itching and burning Portable tube Temporary relief Easy to apply HSA and FSA eligible product"}], "product_quantity": [{"quantity": "1"}, {"quantity": "1"}], "promotion_items": [{"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2", "asin": "B071K8PFHG", "price": "$25.49", "quantity": ""}, {"title": "Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "quantity": ""}, {"title": "Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count", "asin": "B08MVF9YW1", "price": "$9.99", "quantity": ""}, {"title": "Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...", "asin": "B0DP3TJT3Q", "price": "$13.95", "quantity": ""}, {"title": "Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz", "asin": "B0BDNYX54S", "price": "$7.28", "quantity": ""}, {"title": "Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...", "asin": "B0DPJH2LWB", "price": "$13.95", "quantity": ""}, {"title": "Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand", "asin": "B08C9Q8TTM", "price": "$6.54", "quantity": ""}, {"title": "Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz", "asin": "B0BDNYX54S", "price": "$7.28", "quantity": ""}, {"title": "Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand", "asin": "B08C9Q8TTM", "price": "$6.54", "quantity": ""}, {"title": "Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...", "asin": "B0DPJH2LWB", "price": "$13.95", "quantity": ""}, {"title": "Campho Phenique Maximum Strength Antiseptic Gel, Pain Relief and Anti-Itch Treatment, Instant Relief From Bug Bites, Minor Cuts and Skin Irritations, 0.5 Oz", "asin": "B003LZVS7K", "price": "$10.00", "quantity": ""}, {"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2", "asin": "B071K8PFHG", "price": "$25.49", "quantity": ""}, {"title": "Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count", "asin": "B08MVF9YW1", "price": "$9.99", "quantity": ""}, {"title": "Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "quantity": ""}], "comparison_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$15.50"}, {"title": "Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)", "asin": "B01KHNJ9KG", "price": "$14.14"}, {"title": "Releev 1 Day Cold Sore Treatment 6ML", "asin": "B003GD0I5A", "price": "$20.59"}, {"title": "Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz", "asin": "B0BDNYX54S", "price": "$7.28"}, {"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump", "asin": "B000UALM1G", "price": "$14.84"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-22T19:38:23.815Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-22T19:38:23.815Z\",\"action\": \"click\",\"acion_argument\": \"other\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-22T19:38:23.815Z\",\"action\": \"click\",\"acion_argument\": \"other\",}</answer>", "index": 1378, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\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\"search_term\": [{\"term\": \"cold sore treatment abreva\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$80.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B000056OWW\"},\n{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\"},\n{\"price\": \"$15.50\"},\n{\"bullet_list\": \"One tube of cream Relieves itching and burning Portable tube Temporary relief Easy to apply HSA and FSA eligible product\"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DPJH2LWB\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand\", \"asin\": \"B08C9Q8TTM\", \"price\": \"$6.54\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Orajel 3X for Mouth Sores: Maximum Strength Gel Tube 0.42oz- From #1 Oral Pain Relief Brand\", \"asin\": \"B08C9Q8TTM\", \"price\": \"$6.54\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DPJH2LWB\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Campho Phenique Maximum Strength Antiseptic Gel, Pain Relief and Anti-Itch Treatment, Instant Relief From Bug Bites, Minor Cuts and Skin Irritations, 0.5 Oz\", \"asin\": \"B003LZVS7K\", \"price\": \"$10.00\", \"quantity\": \"\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Mederma Fever Blister Discreet Healing Patch - A Patch That Protects and Conceals Cold Sores - 15 Count\", \"asin\": \"B08MVF9YW1\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\"},\n{\"title\": \"Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)\", \"asin\": \"B01KHNJ9KG\", \"price\": \"$14.14\"},\n{\"title\": \"Releev 1 Day Cold Sore Treatment 6ML\", \"asin\": \"B003GD0I5A\", \"price\": \"$20.59\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump\", \"asin\": \"B000UALM1G\", \"price\": \"$14.84\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:38:23.815Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"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\"search_term\": [{\"term\": \"\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$80.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B000056OWW\"},\n{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\"},\n{\"price\": \"$15.50\"},\n{\"bullet_list\": \"One tube of cream Relieves itching and burning Portable tube Temporary relief Easy to apply HSA and FSA eligible product\"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DPJH2LWB\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz\", \"asin\": \"B000052YE1\", \"price\": \"$7.49\", \"quantity\": \"\"},\n{\"title\": \"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack\", \"asin\": \"B08HBQ94MB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack\", \"asin\": \"B08HBQ94MB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Beekeeper's Naturals Propolis Throat Spray, Natural Immune Support & Sore Throat Relief - Antioxidants, Keto, Paleo, Gluten-Free, 1.06 oz (Pack of 2)\", \"asin\": \"B082QPJNG7\", \"price\": \"$25.00\", \"quantity\": \"\"},\n{\"title\": \"Garden of Life Vitamin D, Vitamin Code Raw D3, Vitamin D 2,000 IU, Raw Whole Food Vitamin D Supplements with Chlorella, Fruit, Veggies & Probiotics for Bone & Immune Health, 60 Vegetarian Capsules\", \"asin\": \"B0031JK94E\", \"price\": \"$16.58\", \"quantity\": \"\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\"},\n{\"title\": \"Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)\", \"asin\": \"B01KHNJ9KG\", \"price\": \"$14.14\"},\n{\"title\": \"Releev 1 Day Cold Sore Treatment 6ML\", \"asin\": \"B003GD0I5A\", \"price\": \"$20.59\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump\", \"asin\": \"B000UALM1G\", \"price\": \"$14.84\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:39:40.715Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-22T19:39:40.715Z	click	review	rule	train	1,379	2025-04-22T19:39:40.715Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-22T19:38:23.815Z", "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": ""}], "cart_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$15.50", "quantity": "1"}, {"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)", "asin": "B0CJVDKJYD", "price": "$36.99", "quantity": "1"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "quantity": "1"}, {"title": "medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea", "asin": "B0DGTMR754", "price": "$19.00", "quantity": "1"}, {"title": "CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces", "asin": "B0C63HWV6Z", "price": "$80.00", "quantity": "1"}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "product_details": [{"asin": "B000056OWW"}, {"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams"}, {"price": "$15.50"}, {"bullet_list": "One tube of cream Relieves itching and burning Portable tube Temporary relief Easy to apply HSA and FSA eligible product"}], "product_quantity": [{"quantity": "1"}, {"quantity": "1"}], "promotion_items": [{"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2", "asin": "B071K8PFHG", "price": "$25.49", "quantity": ""}, {"title": "Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "quantity": ""}, {"title": "Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...", "asin": "B0DP3TJT3Q", "price": "$13.95", "quantity": ""}, {"title": "Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...", "asin": "B0DPJH2LWB", "price": "$13.95", "quantity": ""}, {"title": "Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz", "asin": "B000052YE1", "price": "$7.49", "quantity": ""}, {"title": "Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack", "asin": "B08HBQ94MB", "price": "$8.99", "quantity": ""}, {"title": "Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz", "asin": "B0BDNYX54S", "price": "$7.28", "quantity": ""}, {"title": "Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack", "asin": "B08HBQ94MB", "price": "$8.99", "quantity": ""}, {"title": "Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz", "asin": "B0BDNYX54S", "price": "$7.28", "quantity": ""}, {"title": "Beekeeper's Naturals Propolis Throat Spray, Natural Immune Support & Sore Throat Relief - Antioxidants, Keto, Paleo, Gluten-Free, 1.06 oz (Pack of 2)", "asin": "B082QPJNG7", "price": "$25.00", "quantity": ""}, {"title": "Garden of Life Vitamin D, Vitamin Code Raw D3, Vitamin D 2,000 IU, Raw Whole Food Vitamin D Supplements with Chlorella, Fruit, Veggies & Probiotics for Bone & Immune Health, 60 Vegetarian Capsules", "asin": "B0031JK94E", "price": "$16.58", "quantity": ""}, {"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2", "asin": "B071K8PFHG", "price": "$25.49", "quantity": ""}, {"title": "Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...", "asin": "B0DP3TJT3Q", "price": "$13.95", "quantity": ""}, {"title": "Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "quantity": ""}], "comparison_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$15.50"}, {"title": "Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)", "asin": "B01KHNJ9KG", "price": "$14.14"}, {"title": "Releev 1 Day Cold Sore Treatment 6ML", "asin": "B003GD0I5A", "price": "$20.59"}, {"title": "Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz", "asin": "B0BDNYX54S", "price": "$7.28"}, {"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump", "asin": "B000UALM1G", "price": "$14.84"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-22T19:39:40.715Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-22T19:39:40.715Z\",\"action\": \"click\",\"acion_argument\": \"review\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-22T19:39:40.715Z\",\"action\": \"click\",\"acion_argument\": \"review\",}</answer>", "index": 1379, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"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\"search_term\": [{\"term\": \"\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$80.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B000056OWW\"},\n{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\"},\n{\"price\": \"$15.50\"},\n{\"bullet_list\": \"One tube of cream Relieves itching and burning Portable tube Temporary relief Easy to apply HSA and FSA eligible product\"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DPJH2LWB\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz\", \"asin\": \"B000052YE1\", \"price\": \"$7.49\", \"quantity\": \"\"},\n{\"title\": \"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack\", \"asin\": \"B08HBQ94MB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack\", \"asin\": \"B08HBQ94MB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Beekeeper's Naturals Propolis Throat Spray, Natural Immune Support & Sore Throat Relief - Antioxidants, Keto, Paleo, Gluten-Free, 1.06 oz (Pack of 2)\", \"asin\": \"B082QPJNG7\", \"price\": \"$25.00\", \"quantity\": \"\"},\n{\"title\": \"Garden of Life Vitamin D, Vitamin Code Raw D3, Vitamin D 2,000 IU, Raw Whole Food Vitamin D Supplements with Chlorella, Fruit, Veggies & Probiotics for Bone & Immune Health, 60 Vegetarian Capsules\", \"asin\": \"B0031JK94E\", \"price\": \"$16.58\", \"quantity\": \"\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\"},\n{\"title\": \"Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)\", \"asin\": \"B01KHNJ9KG\", \"price\": \"$14.14\"},\n{\"title\": \"Releev 1 Day Cold Sore Treatment 6ML\", \"asin\": \"B003GD0I5A\", \"price\": \"$20.59\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump\", \"asin\": \"B000UALM1G\", \"price\": \"$14.84\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:39:40.715Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"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\"search_term\": [{\"term\": \"\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$80.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B000056OWW\"},\n{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\"},\n{\"price\": \"$15.50\"},\n{\"bullet_list\": \"One tube of cream Relieves itching and burning Portable tube Temporary relief Easy to apply HSA and FSA eligible product\"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DPJH2LWB\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz\", \"asin\": \"B000052YE1\", \"price\": \"$7.49\", \"quantity\": \"\"},\n{\"title\": \"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack\", \"asin\": \"B08HBQ94MB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack\", \"asin\": \"B08HBQ94MB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Beekeeper's Naturals Propolis Throat Spray, Natural Immune Support & Sore Throat Relief - Antioxidants, Keto, Paleo, Gluten-Free, 1.06 oz (Pack of 2)\", \"asin\": \"B082QPJNG7\", \"price\": \"$25.00\", \"quantity\": \"\"},\n{\"title\": \"Garden of Life Vitamin D, Vitamin Code Raw D3, Vitamin D 2,000 IU, Raw Whole Food Vitamin D Supplements with Chlorella, Fruit, Veggies & Probiotics for Bone & Immune Health, 60 Vegetarian Capsules\", \"asin\": \"B0031JK94E\", \"price\": \"$16.58\", \"quantity\": \"\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\"},\n{\"title\": \"Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)\", \"asin\": \"B01KHNJ9KG\", \"price\": \"$14.14\"},\n{\"title\": \"Releev 1 Day Cold Sore Treatment 6ML\", \"asin\": \"B003GD0I5A\", \"price\": \"$20.59\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump\", \"asin\": \"B000UALM1G\", \"price\": \"$14.84\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:39:46.493Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-22T19:39:46.493Z	purchase	B000056OWW	rule	train	1,380	2025-04-22T19:39:46.493Z	purchase	B000056OWW	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T18:45:01.706Z", "action": "input", "action_argument": "dji "} {"timestamp": "2025-04-05T18:45:01.786Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-05T18:45:10.098Z", "action": "click_product", "action_argument": "B0CLTVWWBX"} {"timestamp": "2025-04-05T18:45:31.400Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:40.284Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-05T18:45:54.601Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "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": ""}], "cart_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$15.50", "quantity": "1"}, {"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)", "asin": "B0CJVDKJYD", "price": "$36.99", "quantity": "1"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "quantity": "1"}, {"title": "medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea", "asin": "B0DGTMR754", "price": "$19.00", "quantity": "1"}, {"title": "CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces", "asin": "B0C63HWV6Z", "price": "$80.00", "quantity": "1"}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "product_details": [{"asin": "B000056OWW"}, {"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams"}, {"price": "$15.50"}, {"bullet_list": "One tube of cream Relieves itching and burning Portable tube Temporary relief Easy to apply HSA and FSA eligible product"}], "product_quantity": [{"quantity": "1"}, {"quantity": "1"}], "promotion_items": [{"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2", "asin": "B071K8PFHG", "price": "$25.49", "quantity": ""}, {"title": "Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "quantity": ""}, {"title": "Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...", "asin": "B0DP3TJT3Q", "price": "$13.95", "quantity": ""}, {"title": "Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...", "asin": "B0DPJH2LWB", "price": "$13.95", "quantity": ""}, {"title": "Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz", "asin": "B000052YE1", "price": "$7.49", "quantity": ""}, {"title": "Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack", "asin": "B08HBQ94MB", "price": "$8.99", "quantity": ""}, {"title": "Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz", "asin": "B0BDNYX54S", "price": "$7.28", "quantity": ""}, {"title": "Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack", "asin": "B08HBQ94MB", "price": "$8.99", "quantity": ""}, {"title": "Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz", "asin": "B0BDNYX54S", "price": "$7.28", "quantity": ""}, {"title": "Beekeeper's Naturals Propolis Throat Spray, Natural Immune Support & Sore Throat Relief - Antioxidants, Keto, Paleo, Gluten-Free, 1.06 oz (Pack of 2)", "asin": "B082QPJNG7", "price": "$25.00", "quantity": ""}, {"title": "Garden of Life Vitamin D, Vitamin Code Raw D3, Vitamin D 2,000 IU, Raw Whole Food Vitamin D Supplements with Chlorella, Fruit, Veggies & Probiotics for Bone & Immune Health, 60 Vegetarian Capsules", "asin": "B0031JK94E", "price": "$16.58", "quantity": ""}, {"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2", "asin": "B071K8PFHG", "price": "$25.49", "quantity": ""}, {"title": "Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...", "asin": "B0DP3TJT3Q", "price": "$13.95", "quantity": ""}, {"title": "Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "quantity": ""}], "comparison_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$15.50"}, {"title": "Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)", "asin": "B01KHNJ9KG", "price": "$14.14"}, {"title": "Releev 1 Day Cold Sore Treatment 6ML", "asin": "B003GD0I5A", "price": "$20.59"}, {"title": "Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz", "asin": "B0BDNYX54S", "price": "$7.28"}, {"title": "Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump", "asin": "B000UALM1G", "price": "$14.84"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-22T19:39:46.493Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-22T19:39:46.493Z\",\"action\": \"purchase\",\"acion_argument\": \"B000056OWW\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-22T19:39:46.493Z\",\"action\": \"purchase\",\"acion_argument\": \"B000056OWW\",}</answer>", "index": 1380, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T18:45:01.706Z\", \"action\": \"input\", \"action_argument\": \"dji \"}\n{\"timestamp\": \"2025-04-05T18:45:01.786Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-05T18:45:10.098Z\", \"action\": \"click_product\", \"action_argument\": \"B0CLTVWWBX\"}\n{\"timestamp\": \"2025-04-05T18:45:31.400Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:40.284Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-05T18:45:54.601Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"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\"search_term\": [{\"term\": \"\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$80.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B000056OWW\"},\n{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\"},\n{\"price\": \"$15.50\"},\n{\"bullet_list\": \"One tube of cream Relieves itching and burning Portable tube Temporary relief Easy to apply HSA and FSA eligible product\"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DPJH2LWB\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Herpecin L Lip Balm Stick; Cold Sore Sun & Fever Blisters and Chapped Lips Relief Lip Balm with SPF30, Lemon Balm, and Lysine, 0.1oz\", \"asin\": \"B000052YE1\", \"price\": \"$7.49\", \"quantity\": \"\"},\n{\"title\": \"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack\", \"asin\": \"B08HBQ94MB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Herpecin L Lip Balm Stick with SPF30 and Lysine; Protects & Treats Cold Sores & Fever Blisters, Chapped Lips, 0.1oz - 2 Pack\", \"asin\": \"B08HBQ94MB\", \"price\": \"$8.99\", \"quantity\": \"\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\", \"quantity\": \"\"},\n{\"title\": \"Beekeeper's Naturals Propolis Throat Spray, Natural Immune Support & Sore Throat Relief - Antioxidants, Keto, Paleo, Gluten-Free, 1.06 oz (Pack of 2)\", \"asin\": \"B082QPJNG7\", \"price\": \"$25.00\", \"quantity\": \"\"},\n{\"title\": \"Garden of Life Vitamin D, Vitamin Code Raw D3, Vitamin D 2,000 IU, Raw Whole Food Vitamin D Supplements with Chlorella, Fruit, Veggies & Probiotics for Bone & Immune Health, 60 Vegetarian Capsules\", \"asin\": \"B0031JK94E\", \"price\": \"$16.58\", \"quantity\": \"\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Tube x 2\", \"asin\": \"B071K8PFHG\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Cosette Cold Sore/Fever Blister Treatment for Face or Lips with Docosanol Cream, 10...\", \"asin\": \"B0DP3TJT3Q\", \"price\": \"$13.95\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\"},\n{\"title\": \"Orajel Moisturelock Cold Sore Symptom Treatment, Cream 0.105 oz (Packaging May Vary)\", \"asin\": \"B01KHNJ9KG\", \"price\": \"$14.14\"},\n{\"title\": \"Releev 1 Day Cold Sore Treatment 6ML\", \"asin\": \"B003GD0I5A\", \"price\": \"$20.59\"},\n{\"title\": \"Herpecin-L Pain Relief Treatment for Cold Sores and Fever Blisters, with Lidocaine, numbs Pain and Itch, Protects Against Infection, 0.15 oz\", \"asin\": \"B0BDNYX54S\", \"price\": \"$7.28\"},\n{\"title\": \"Abreva 10 Percent Docosanol Cold Sore Treatment, Treats Your Fever Blister in 2.5 Days - 0.07 oz Pump\", \"asin\": \"B000UALM1G\", \"price\": \"$14.84\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T19:39:46.493Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-23T00:10:42.301Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-23T00:10:42.301Z	input	baggu laptop	rule	train	1,381	2025-04-23T00:10:42.301Z	input	baggu laptop	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} <\|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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-23T00:10:42.301Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-23T00:10:42.301Z\",\"action\": \"input\",\"acion_argument\": \"baggu laptop \",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-23T00:10:42.301Z\",\"action\": \"input\",\"acion_argument\": \"baggu laptop \",}</answer>", "index": 1381, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-23T00:10:42.301Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\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\"search_term\": [{\"term\": \"baggu laptop \"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-23T00:10:42.396Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-23T00:10:42.396Z	click	suggested_term	rule	train	1,382	2025-04-23T00:10:42.396Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} <\|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": "baggu laptop "}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-23T00:10:42.396Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-23T00:10:42.396Z\",\"action\": \"click\",\"acion_argument\": \"suggested_term\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-23T00:10:42.396Z\",\"action\": \"click\",\"acion_argument\": \"suggested_term\",}</answer>", "index": 1382, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\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\"search_term\": [{\"term\": \"baggu laptop \"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-23T00:10:42.396Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-23T00:12:23.996Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-23T00:12:23.996Z	input	laptop sleeve 14 inch	rule	train	1,383	2025-04-23T00:12:23.996Z	input	laptop sleeve 14 inch	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} {"timestamp": "2025-04-23T00:10:42.396Z", "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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-23T00:12:23.996Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-23T00:12:23.996Z\",\"action\": \"input\",\"acion_argument\": \"laptop sleeve 14 inch\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-23T00:12:23.996Z\",\"action\": \"input\",\"acion_argument\": \"laptop sleeve 14 inch\",}</answer>", "index": 1383, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-23T00:12:23.996Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\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\"search_term\": [{\"term\": \"laptop sleeve 14 inch\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-23T00:12:24.204Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-23T00:12:24.204Z	click	search	rule	train	1,384	2025-04-23T00:12:24.204Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} {"timestamp": "2025-04-23T00:10:42.396Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-23T00:12:23.996Z", "action": "input", "action_argument": "laptop sleeve 14 inch"} <\|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": "laptop sleeve 14 inch"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-23T00:12:24.204Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-23T00:12:24.204Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-23T00:12:24.204Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1384, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\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\"search_term\": [{\"term\": \"laptop sleeve 14 inch\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-23T00:12:24.204Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"laptop sleeve 14 inch\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$80.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"MOSISO 13-14 inch Laptop Case, 13.3 inch Puffy Laptop Sleeve Compatible with MacBook Air 13 13.3 13.6/Pro 13/14, HP, Dell, ASUS, Lenovo, Rectangle Quilted Puffer Computer Bag for Women, Sand\", \"asin\": \"B0CPLXMH4Q\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover\", \"asin\": \"B09HSS36X7\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"MOFT Laptop Sleeve Bag for MacBook Computer Expandable Storage, Two Adjustable Angles Laptop Stands, Ultra-Slim Stylish Pieces Laptop Case Sleeves, Night Black,13\\\"-14\\\"\", \"asin\": \"B08DRBR6F5\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Laptop Sleeve 14 Inch Compatible with MacBook Pro 14, MacBook Air 13 2010-2017, MacBook Pro 13 2012-2015, Surface Laptop 13.5 with Small Pouch, Mouse Pad and Cord Organizer, Color White\", \"asin\": \"B094QRM1LW\", \"price\": \"$31.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0CMCVBDCR\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover\", \"asin\": \"B09HSS36X7\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"MOFT Laptop Sleeve Bag for MacBook Computer Expandable Storage, Two Adjustable Angles Laptop Stands, Ultra-Slim Stylish Pieces Laptop Case Sleeves, Night Black,13\\\"-14\\\"\", \"asin\": \"B08DRBR6F5\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Bellroy Laptop Sleeve (Fits 14 Inch Laptop or MacBook, Slim Protective Case with Magnetic Closure) - Slate\", \"asin\": \"B0B7VVN6GW\", \"price\": \"$55.00\", \"quantity\": \"\"},\n{\"title\": \"Laptop Sleeve 14 Inch Compatible with MacBook Pro 14, MacBook Air 13 2010-2017, MacBook Pro 13 2012-2015, Surface Laptop 13.5 with Small Pouch, Mouse Pad and Cord Organizer, Color White\", \"asin\": \"B094QRM1LW\", \"price\": \"$31.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0912HWQ45\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Dimora Calcium Alginate Wound Dressing, 4'' x 4'' Patches,10 Individual Sterile Pads, Soft and Highly Absorbent Dressing Gauze, Non-Stick Padding\", \"asin\": \"B07MNQVLNW\", \"price\": \"$15.19\", \"quantity\": \"\"},\n{\"title\": \"RHP Cholesterol Supplement - Natural Cholesterol Complex & Heart Health Formula with Policosanol & Antioxidants - Improve Circulation & Energy - Quality, Natural Ingredients - 120 Capsules\", \"asin\": \"B0DP5N74VD\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"Re+Gen Nutrition Immune Support Supplement for Adults, Natural Capsules with Zinc, Vitamin C, L lysine Amino Acid & Oregano Oil for Strong Immunity Health in Men & Women, 120 Capsules\", \"asin\": \"B01COJFHGG\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Wedderspoon Raw Premium Manuka Honey, KFactor 16, 17.6 Oz, Unpasteurized, Genuine New Zealand Honey, Traceable from Our Hives to Your Home\", \"asin\": \"B014AP5JUG\", \"price\": \"$39.94\", \"quantity\": \"\"},\n{\"title\": \"Solgar L-Lysine 1000 mg, 250 Tablets - Enhanced Absorption and Assimilation - Promotes Integrity of Skin and Lips - Collagen Support - Amino Acids - Non-GMO, Vegan, Gluten Free - 250 Servings\", \"asin\": \"B00014WXQO\", \"price\": \"$23.01\", \"quantity\": \"\"},\n{\"title\": \"Herstat+ Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment\", \"asin\": \"B0D2DXPQCN\", \"price\": \"$12.90\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented (Large, 36 Count)\", \"asin\": \"B0771Y23FV\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)\", \"asin\": \"B0713WMZM9\", \"price\": \"$18.35\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\", \"quantity\": \"\"},\n{\"title\": \"Foldable Magnetic Wireless Charger, KU XIU X40 Aluminum Alloy 3 in 1 Charging Station for Apple, Fast Mag-Safe Charger Stand for iPhone 16 15 14 13 12 Series, 5W for iWatch, AirPods 3/2/Pro, Gray\", \"asin\": \"/promo/AP7303BSYON53\", \"price\": \"$65.79\", \"quantity\": \"\"},\n{\"title\": \"Anker MagSafe Compatible MagGo Charger Stand, iPhone 16 Wireless Charger, 2-in-1 Charging Station, Qi2 Certified 15W Max Charging, for iPhone 16/15/14/13/12, AirPods Pro (40W USB-C Adapter Included)\", \"asin\": \"1efee40f\", \"price\": \"$44.79\", \"quantity\": \"\"},\n{\"title\": \"ULANZI MT-79 Extendable Tripod Aluminum, 81\\\" Portable Adjustable Light Stand with 1/4\\\" Screw, 360\\u00b0 Ball Head Camera Phone Tripod for Camera Video Light Smartphone, Lightweight for Travel\", \"asin\": \"/promo/A3OXNPVLTMY32S\", \"price\": \"$29.95\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Incase A.R.C. Sleeve with ReSpun 100% Recycled Polyester - 13\\\" & 14\\\" MacBook/Laptop & iPad/Tablet Case - Cushioned Faux Fur Lining, External Zippered Slip Pocket - Peach.\\\" Rated 5 out of 5 stars by 4 reviews. Eligible for Prime.\", \"asin\": \"B0DJV1NZVN\"},\n{\"title\": \"Go to detail page for \\\"Incase A.R.C. Sleeve with ReSpun 100% Recycled Polyester - 13\\\" & 14\\\" MacBook/Laptop & iPad/Tablet Case - Cushioned Faux Fur Lining, External Zippered Slip Pocket - Black.\\\" Rated 5 out of 5 stars by 1 reviews. Not eligible for Prime.\", \"asin\": \"B0DJTZMH61\"},\n{\"title\": \"Go to detail page for \\\"Incase A.R.C. Sleeve with ReSpun 100% Recycled Polyester - 13\\\" & 14\\\" MacBook/Laptop & iPad/Tablet Case - Cushioned Faux Fur Lining, External Zippered Slip Pocket - Smoked Ivy.\\\" Rated 4.6 out of 5 stars by 10 reviews. Not eligible for Prime.\", \"asin\": \"B0DJTX222J\"}],\n\"search_results\": [{\"title\": \"kate spade new york Saffiano Laptop Sleeve 14 Inch - Black - Compatible with All MacBook M Series Devices up to 14 Inch\", \"asin\": \"B0F1LT5HFZ\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Only 20 left in stock (more on the way).\"},\n{\"title\": \"VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover\", \"asin\": \"B09HSS36X7\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"tomtoc 360 Protective Laptop Sleeve for 14-inch MacBook Pro M4/M3/M2/M1 Pro/Max A3112 A3401 A3185 A2992 A2918 A2779 2024-2021, Water-Resistant Case Bag with Accessory Pocket for 13.8 Surface Laptop 7\", \"asin\": \"B01HCF0XMU\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Laptop Sleeve Case 14 inch, Shockproof Protective Laptop Cover Briefcase Carrying Computer Bag with Accessory Pocket Portable Computer Sleeve for 14\\\" MacBook, HP, Dell, Lenovo, Acer, Black\", \"asin\": \"B0CLGXK7MR\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Canvaslife 360 Protected Fluffy Laptop Sleeve 14 \\\"Laptop Sleeve Bag 14\\\" Compatible with HP Lenovo Dell Asus Macro Laptop and MacBook Pro 14 Quilted Design (Beige)\", \"asin\": \"B0D6DTQX3W\", \"price\": \"$10.44\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Lenovo Urban Laptop Sleeve 14 Inch for Laptop/ Notebook/Tablet Compatible with MacBook Air/Pro Water Resistant - Charcoal Grey\", \"asin\": \"B08CS1F4F1\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"MOFT Laptop Sleeve Bag for MacBook Computer Expandable Storage, Two Adjustable Angles Laptop Stands, Ultra-Slim Stylish Pieces Laptop Case Sleeves, Night Black,13\\\"-14\\\"\", \"asin\": \"B08DRBR6F5\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"MOSISO 13-14 inch Laptop Case, 13.3 inch Puffy Laptop Sleeve Compatible with MacBook Air 13 13.6 M3 M2 M1/Pro 13/Pro 14, HP, Dell, ASUS, Lenovo, Polyester Horizontal Bag with Small Case, Sand\", \"asin\": \"B0CMCVBDCR\", \"price\": \"$20.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover\", \"asin\": \"B09HSS36X7\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Canvaslife White Rose Patten Laptop Sleeve 14 inch 14.0 inch Laptop case Bag\", \"asin\": \"B01NARDFJ6\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"V Voova Laptop Sleeve - 14/15 Inch Case for MacBook Pro 14, Air 15, Surface, HP, Dell, Asus, Acer, Chromebook 14 - Slim Grey Cover\", \"asin\": \"B0CSRNPBSY\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"VANDEL Slim Laptop Sleeve 13-13.3 inch Laptop Case for Macbook Air 13/Pro 13 Inch- Protective Macbook Case Sleeve, Tablet Carrying Bag Pouch for Lap Top Notebook, Chromebook, Dell, Asus Computer Cover\", \"asin\": \"B0CYXMF5NM\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Laptop Sleeve 14 Inch, Water Resistant Traveling Computer Cover with Handle, Shockproof Protective Carrying Laptop Case Compatible for 14 Inch MacBook Air/Pro, HP, Dell, Asus, Lenovo, Black\", \"asin\": \"B0D2L5D145\", \"price\": \"$9.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"HYZUO 13.3-14 Inch Laptop Sleeve Case with Stand Feature for MacBook Pro 14 M4/M3/M2/M1 Pro/Max 2024-2021, MacBook Pro/Air 13.3, 13.5-13.8 Surface Laptop, HP Specter X360 13/14, Brown\", \"asin\": \"B08JC7G273\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Laptop Case Sleeve 14 Inch, Shockproof Protective Traveling Computer Cover, Water Resistant Portable Laptop Carrying Bag Compatible for Lenovo, HP, Dell, Asus, MacBook Air/Pro, Black\", \"asin\": \"B0D41H6789\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"tomtoc 360 Protective Laptop Case Sleeve for 14 Inch Lenovo, HP, ASUS, Dell, Acer Laptop Notebook Ultrabook, Water-Resistant Shockproof Computer Bag with Accessory Pocket\", \"asin\": \"B0DK37244L\", \"price\": \"$31.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Bellroy Laptop Sleeve (Fits 14 Inch Laptop or MacBook, Slim Protective Case with Magnetic Closure) - Slate\", \"asin\": \"B0B7VVN6GW\", \"price\": \"$55.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Osprey Daylite Laptop Sleeve\", \"asin\": \"B0CN1JJ4FZ\", \"price\": \"$30.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"tomtoc 360 Protective Puffy Laptop Sleeve for 14-inch MacBook Pro M4/M3/M2/M1 Pro/Max A3112 A3401 A3185 A2992 A2918 A2779 2024, 13.5/13.8-inch Surface Laptop 7(Copilot+ PC)/6/5/4/3, Quilted Design\", \"asin\": \"B0CJXHQSZR\", \"price\": \"$29.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Laptop Sleeve Case 14 Inch, Resistant Neoprene Sleeve/Notebook Computer Pocket Case/Tablet Briefcase Carrying Bag for inch HP, Lenovo, Asus Notebook, Ultrabook, Black\", \"asin\": \"B08N57PF79\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Lenovo Basic Laptop Sleeve 14 Inch Notebook/Tablet Compatible with MacBook Air/Pro Neoprene Material - Soft Fleece Lining - Zippered Top Opening - Black\", \"asin\": \"B0B9KSDZZ7\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Comfyable Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Yellow\", \"asin\": \"B0BHW4FVPC\", \"price\": \"$32.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-23T00:14:58.140Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-23T00:14:58.140Z	click	page_related	rule	train	1,385	2025-04-23T00:14:58.140Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} {"timestamp": "2025-04-23T00:10:42.396Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-23T00:12:23.996Z", "action": "input", "action_argument": "laptop sleeve 14 inch"} {"timestamp": "2025-04-23T00:12:24.204Z", "action": "click", "action_argument": "search"} <\|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": "laptop sleeve 14 inch"}], "cart_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$15.50", "quantity": "1"}, {"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)", "asin": "B0CJVDKJYD", "price": "$36.99", "quantity": "1"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "quantity": "1"}, {"title": "medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea", "asin": "B0DGTMR754", "price": "$19.00", "quantity": "1"}, {"title": "CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces", "asin": "B0C63HWV6Z", "price": "$80.00", "quantity": "1"}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "promotion_items": [{"title": "MOSISO 13-14 inch Laptop Case, 13.3 inch Puffy Laptop Sleeve Compatible with MacBook Air 13 13.3 13.6/Pro 13/14, HP, Dell, ASUS, Lenovo, Rectangle Quilted Puffer Computer Bag for Women, Sand", "asin": "B0CPLXMH4Q", "price": "$17.99", "quantity": ""}, {"title": "VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover", "asin": "B09HSS36X7", "price": "$29.99", "quantity": ""}, {"title": "MOFT Laptop Sleeve Bag for MacBook Computer Expandable Storage, Two Adjustable Angles Laptop Stands, Ultra-Slim Stylish Pieces Laptop Case Sleeves, Night Black,13\"-14\"", "asin": "B08DRBR6F5", "price": "$59.99", "quantity": ""}, {"title": "Laptop Sleeve 14 Inch Compatible with MacBook Pro 14, MacBook Air 13 2010-2017, MacBook Pro 13 2012-2015, Surface Laptop 13.5 with Small Pouch, Mouse Pad and Cord Organizer, Color White", "asin": "B094QRM1LW", "price": "$31.99", "quantity": ""}, {"title": "", "asin": "B0CMCVBDCR", "price": "", "quantity": ""}, {"title": "VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover", "asin": "B09HSS36X7", "price": "$29.99", "quantity": ""}, {"title": "MOFT Laptop Sleeve Bag for MacBook Computer Expandable Storage, Two Adjustable Angles Laptop Stands, Ultra-Slim Stylish Pieces Laptop Case Sleeves, Night Black,13\"-14\"", "asin": "B08DRBR6F5", "price": "$59.99", "quantity": ""}, {"title": "Bellroy Laptop Sleeve (Fits 14 Inch Laptop or MacBook, Slim Protective Case with Magnetic Closure) - Slate", "asin": "B0B7VVN6GW", "price": "$55.00", "quantity": ""}, {"title": "Laptop Sleeve 14 Inch Compatible with MacBook Pro 14, MacBook Air 13 2010-2017, MacBook Pro 13 2012-2015, Surface Laptop 13.5 with Small Pouch, Mouse Pad and Cord Organizer, Color White", "asin": "B094QRM1LW", "price": "$31.99", "quantity": ""}, {"title": "", "asin": "B0912HWQ45", "price": "", "quantity": ""}, {"title": "Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3", "asin": "B0D8P72LS1", "price": "$49.99", "quantity": ""}, {"title": "Dimora Calcium Alginate Wound Dressing, 4'' x 4'' Patches,10 Individual Sterile Pads, Soft and Highly Absorbent Dressing Gauze, Non-Stick Padding", "asin": "B07MNQVLNW", "price": "$15.19", "quantity": ""}, {"title": "RHP Cholesterol Supplement - Natural Cholesterol Complex & Heart Health Formula with Policosanol & Antioxidants - Improve Circulation & Energy - Quality, Natural Ingredients - 120 Capsules", "asin": "B0DP5N74VD", "price": "$39.99", "quantity": ""}, {"title": "Re+Gen Nutrition Immune Support Supplement for Adults, Natural Capsules with Zinc, Vitamin C, L lysine Amino Acid & Oregano Oil for Strong Immunity Health in Men & Women, 120 Capsules", "asin": "B01COJFHGG", "price": "$29.99", "quantity": ""}, {"title": "Wedderspoon Raw Premium Manuka Honey, KFactor 16, 17.6 Oz, Unpasteurized, Genuine New Zealand Honey, Traceable from Our Hives to Your Home", "asin": "B014AP5JUG", "price": "$39.94", "quantity": ""}, {"title": "Solgar L-Lysine 1000 mg, 250 Tablets - Enhanced Absorption and Assimilation - Promotes Integrity of Skin and Lips - Collagen Support - Amino Acids - Non-GMO, Vegan, Gluten Free - 250 Servings", "asin": "B00014WXQO", "price": "$23.01", "quantity": ""}, {"title": "Herstat+ Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment", "asin": "B0D2DXPQCN", "price": "$12.90", "quantity": ""}, {"title": "Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented (Large, 36 Count)", "asin": "B0771Y23FV", "price": "$19.99", "quantity": ""}, {"title": "Rael Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)", "asin": "B0713WMZM9", "price": "$18.35", "quantity": ""}, {"title": "Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor", "asin": "B000WZI4WY", "price": "$18.74", "quantity": ""}, {"title": "Foldable Magnetic Wireless Charger, KU XIU X40 Aluminum Alloy 3 in 1 Charging Station for Apple, Fast Mag-Safe Charger Stand for iPhone 16 15 14 13 12 Series, 5W for iWatch, AirPods 3/2/Pro, Gray", "asin": "/promo/AP7303BSYON53", "price": "$65.79", "quantity": ""}, {"title": "Anker MagSafe Compatible MagGo Charger Stand, iPhone 16 Wireless Charger, 2-in-1 Charging Station, Qi2 Certified 15W Max Charging, for iPhone 16/15/14/13/12, AirPods Pro (40W USB-C Adapter Included)", "asin": "1efee40f", "price": "$44.79", "quantity": ""}, {"title": "ULANZI MT-79 Extendable Tripod Aluminum, 81\" Portable Adjustable Light Stand with 1/4\" Screw, 360\u00b0 Ball Head Camera Phone Tripod for Camera Video Light Smartphone, Lightweight for Travel", "asin": "/promo/A3OXNPVLTMY32S", "price": "$29.95", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Incase A.R.C. Sleeve with ReSpun 100% Recycled Polyester - 13\" & 14\" MacBook/Laptop & iPad/Tablet Case - Cushioned Faux Fur Lining, External Zippered Slip Pocket - Peach.\" Rated 5 out of 5 stars by 4 reviews. Eligible for Prime.", "asin": "B0DJV1NZVN"}, {"title": "Go to detail page for \"Incase A.R.C. Sleeve with ReSpun 100% Recycled Polyester - 13\" & 14\" MacBook/Laptop & iPad/Tablet Case - Cushioned Faux Fur Lining, External Zippered Slip Pocket - Black.\" Rated 5 out of 5 stars by 1 reviews. Not eligible for Prime.", "asin": "B0DJTZMH61"}, {"title": "Go to detail page for \"Incase A.R.C. Sleeve with ReSpun 100% Recycled Polyester - 13\" & 14\" MacBook/Laptop & iPad/Tablet Case - Cushioned Faux Fur Lining, External Zippered Slip Pocket - Smoked Ivy.\" Rated 4.6 out of 5 stars by 10 reviews. Not eligible for Prime.", "asin": "B0DJTX222J"}], "search_results": [{"title": "kate spade new york Saffiano Laptop Sleeve 14 Inch - Black - Compatible with All MacBook M Series Devices up to 14 Inch", "asin": "B0F1LT5HFZ", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Only 20 left in stock (more on the way)."}, {"title": "VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover", "asin": "B09HSS36X7", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "tomtoc 360 Protective Laptop Sleeve for 14-inch MacBook Pro M4/M3/M2/M1 Pro/Max A3112 A3401 A3185 A2992 A2918 A2779 2024-2021, Water-Resistant Case Bag with Accessory Pocket for 13.8 Surface Laptop 7", "asin": "B01HCF0XMU", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Laptop Sleeve Case 14 inch, Shockproof Protective Laptop Cover Briefcase Carrying Computer Bag with Accessory Pocket Portable Computer Sleeve for 14\" MacBook, HP, Dell, Lenovo, Acer, Black", "asin": "B0CLGXK7MR", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Canvaslife 360 Protected Fluffy Laptop Sleeve 14 \"Laptop Sleeve Bag 14\" Compatible with HP Lenovo Dell Asus Macro Laptop and MacBook Pro 14 Quilted Design (Beige)", "asin": "B0D6DTQX3W", "price": "$10.44", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Lenovo Urban Laptop Sleeve 14 Inch for Laptop/ Notebook/Tablet Compatible with MacBook Air/Pro Water Resistant - Charcoal Grey", "asin": "B08CS1F4F1", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "MOFT Laptop Sleeve Bag for MacBook Computer Expandable Storage, Two Adjustable Angles Laptop Stands, Ultra-Slim Stylish Pieces Laptop Case Sleeves, Night Black,13\"-14\"", "asin": "B08DRBR6F5", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "MOSISO 13-14 inch Laptop Case, 13.3 inch Puffy Laptop Sleeve Compatible with MacBook Air 13 13.6 M3 M2 M1/Pro 13/Pro 14, HP, Dell, ASUS, Lenovo, Polyester Horizontal Bag with Small Case, Sand", "asin": "B0CMCVBDCR", "price": "$20.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover", "asin": "B09HSS36X7", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Canvaslife White Rose Patten Laptop Sleeve 14 inch 14.0 inch Laptop case Bag", "asin": "B01NARDFJ6", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "V Voova Laptop Sleeve - 14/15 Inch Case for MacBook Pro 14, Air 15, Surface, HP, Dell, Asus, Acer, Chromebook 14 - Slim Grey Cover", "asin": "B0CSRNPBSY", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "VANDEL Slim Laptop Sleeve 13-13.3 inch Laptop Case for Macbook Air 13/Pro 13 Inch- Protective Macbook Case Sleeve, Tablet Carrying Bag Pouch for Lap Top Notebook, Chromebook, Dell, Asus Computer Cover", "asin": "B0CYXMF5NM", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Laptop Sleeve 14 Inch, Water Resistant Traveling Computer Cover with Handle, Shockproof Protective Carrying Laptop Case Compatible for 14 Inch MacBook Air/Pro, HP, Dell, Asus, Lenovo, Black", "asin": "B0D2L5D145", "price": "$9.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "HYZUO 13.3-14 Inch Laptop Sleeve Case with Stand Feature for MacBook Pro 14 M4/M3/M2/M1 Pro/Max 2024-2021, MacBook Pro/Air 13.3, 13.5-13.8 Surface Laptop, HP Specter X360 13/14, Brown", "asin": "B08JC7G273", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Laptop Case Sleeve 14 Inch, Shockproof Protective Traveling Computer Cover, Water Resistant Portable Laptop Carrying Bag Compatible for Lenovo, HP, Dell, Asus, MacBook Air/Pro, Black", "asin": "B0D41H6789", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "tomtoc 360 Protective Laptop Case Sleeve for 14 Inch Lenovo, HP, ASUS, Dell, Acer Laptop Notebook Ultrabook, Water-Resistant Shockproof Computer Bag with Accessory Pocket", "asin": "B0DK37244L", "price": "$31.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Bellroy Laptop Sleeve (Fits 14 Inch Laptop or MacBook, Slim Protective Case with Magnetic Closure) - Slate", "asin": "B0B7VVN6GW", "price": "$55.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Osprey Daylite Laptop Sleeve", "asin": "B0CN1JJ4FZ", "price": "$30.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "tomtoc 360 Protective Puffy Laptop Sleeve for 14-inch MacBook Pro M4/M3/M2/M1 Pro/Max A3112 A3401 A3185 A2992 A2918 A2779 2024, 13.5/13.8-inch Surface Laptop 7(Copilot+ PC)/6/5/4/3, Quilted Design", "asin": "B0CJXHQSZR", "price": "$29.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Laptop Sleeve Case 14 Inch, Resistant Neoprene Sleeve/Notebook Computer Pocket Case/Tablet Briefcase Carrying Bag for inch HP, Lenovo, Asus Notebook, Ultrabook, Black", "asin": "B08N57PF79", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Lenovo Basic Laptop Sleeve 14 Inch Notebook/Tablet Compatible with MacBook Air/Pro Neoprene Material - Soft Fleece Lining - Zippered Top Opening - Black", "asin": "B0B9KSDZZ7", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Comfyable Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Yellow", "asin": "B0BHW4FVPC", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-23T00:14:58.140Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-23T00:14:58.140Z\",\"action\": \"click\",\"acion_argument\": \"page_related\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-23T00:14:58.140Z\",\"action\": \"click\",\"acion_argument\": \"page_related\",}</answer>", "index": 1385, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"laptop sleeve 14 inch\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$80.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"MOSISO 13-14 inch Laptop Case, 13.3 inch Puffy Laptop Sleeve Compatible with MacBook Air 13 13.3 13.6/Pro 13/14, HP, Dell, ASUS, Lenovo, Rectangle Quilted Puffer Computer Bag for Women, Sand\", \"asin\": \"B0CPLXMH4Q\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover\", \"asin\": \"B09HSS36X7\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"MOFT Laptop Sleeve Bag for MacBook Computer Expandable Storage, Two Adjustable Angles Laptop Stands, Ultra-Slim Stylish Pieces Laptop Case Sleeves, Night Black,13\\\"-14\\\"\", \"asin\": \"B08DRBR6F5\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Laptop Sleeve 14 Inch Compatible with MacBook Pro 14, MacBook Air 13 2010-2017, MacBook Pro 13 2012-2015, Surface Laptop 13.5 with Small Pouch, Mouse Pad and Cord Organizer, Color White\", \"asin\": \"B094QRM1LW\", \"price\": \"$31.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0CMCVBDCR\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover\", \"asin\": \"B09HSS36X7\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"MOFT Laptop Sleeve Bag for MacBook Computer Expandable Storage, Two Adjustable Angles Laptop Stands, Ultra-Slim Stylish Pieces Laptop Case Sleeves, Night Black,13\\\"-14\\\"\", \"asin\": \"B08DRBR6F5\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Bellroy Laptop Sleeve (Fits 14 Inch Laptop or MacBook, Slim Protective Case with Magnetic Closure) - Slate\", \"asin\": \"B0B7VVN6GW\", \"price\": \"$55.00\", \"quantity\": \"\"},\n{\"title\": \"Laptop Sleeve 14 Inch Compatible with MacBook Pro 14, MacBook Air 13 2010-2017, MacBook Pro 13 2012-2015, Surface Laptop 13.5 with Small Pouch, Mouse Pad and Cord Organizer, Color White\", \"asin\": \"B094QRM1LW\", \"price\": \"$31.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0912HWQ45\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"Abreva Docosanol 10% Cream Cold Sore Treatment, Fever Blister and Cold Sore Cream - 0.07 Oz Pump Bottle x 3\", \"asin\": \"B0D8P72LS1\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Dimora Calcium Alginate Wound Dressing, 4'' x 4'' Patches,10 Individual Sterile Pads, Soft and Highly Absorbent Dressing Gauze, Non-Stick Padding\", \"asin\": \"B07MNQVLNW\", \"price\": \"$15.19\", \"quantity\": \"\"},\n{\"title\": \"RHP Cholesterol Supplement - Natural Cholesterol Complex & Heart Health Formula with Policosanol & Antioxidants - Improve Circulation & Energy - Quality, Natural Ingredients - 120 Capsules\", \"asin\": \"B0DP5N74VD\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"Re+Gen Nutrition Immune Support Supplement for Adults, Natural Capsules with Zinc, Vitamin C, L lysine Amino Acid & Oregano Oil for Strong Immunity Health in Men & Women, 120 Capsules\", \"asin\": \"B01COJFHGG\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Wedderspoon Raw Premium Manuka Honey, KFactor 16, 17.6 Oz, Unpasteurized, Genuine New Zealand Honey, Traceable from Our Hives to Your Home\", \"asin\": \"B014AP5JUG\", \"price\": \"$39.94\", \"quantity\": \"\"},\n{\"title\": \"Solgar L-Lysine 1000 mg, 250 Tablets - Enhanced Absorption and Assimilation - Promotes Integrity of Skin and Lips - Collagen Support - Amino Acids - Non-GMO, Vegan, Gluten Free - 250 Servings\", \"asin\": \"B00014WXQO\", \"price\": \"$23.01\", \"quantity\": \"\"},\n{\"title\": \"Herstat+ Cold Sore Treatment 2g with 3% Propolis - Fast Acting Cold Sore & Fever Blister Treatment for Lips, Effective Lip Treatment\", \"asin\": \"B0D2DXPQCN\", \"price\": \"$12.90\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover - Period Pads with Wings, Feminine Care, Sanitary Napkins, Heavy Absorbency, Unscented (Large, 36 Count)\", \"asin\": \"B0771Y23FV\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"Rael Pads for Women, Organic Cotton Cover Pads - Regular Absorbency, Unscented, Ultra Thin Pads with Wings for Women (Regular, 42 Count)\", \"asin\": \"B0713WMZM9\", \"price\": \"$18.35\", \"quantity\": \"\"},\n{\"title\": \"Airborne 1000mg Vitamin C with Zinc, SUGAR FREE Effervescent Tablets, Immune Support Supplement with Powerful Antioxidants Vitamins A C & E - 30 Fizzy Drink Tablets, Zesty Orange Flavor\", \"asin\": \"B000WZI4WY\", \"price\": \"$18.74\", \"quantity\": \"\"},\n{\"title\": \"Foldable Magnetic Wireless Charger, KU XIU X40 Aluminum Alloy 3 in 1 Charging Station for Apple, Fast Mag-Safe Charger Stand for iPhone 16 15 14 13 12 Series, 5W for iWatch, AirPods 3/2/Pro, Gray\", \"asin\": \"/promo/AP7303BSYON53\", \"price\": \"$65.79\", \"quantity\": \"\"},\n{\"title\": \"Anker MagSafe Compatible MagGo Charger Stand, iPhone 16 Wireless Charger, 2-in-1 Charging Station, Qi2 Certified 15W Max Charging, for iPhone 16/15/14/13/12, AirPods Pro (40W USB-C Adapter Included)\", \"asin\": \"1efee40f\", \"price\": \"$44.79\", \"quantity\": \"\"},\n{\"title\": \"ULANZI MT-79 Extendable Tripod Aluminum, 81\\\" Portable Adjustable Light Stand with 1/4\\\" Screw, 360\\u00b0 Ball Head Camera Phone Tripod for Camera Video Light Smartphone, Lightweight for Travel\", \"asin\": \"/promo/A3OXNPVLTMY32S\", \"price\": \"$29.95\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Incase A.R.C. Sleeve with ReSpun 100% Recycled Polyester - 13\\\" & 14\\\" MacBook/Laptop & iPad/Tablet Case - Cushioned Faux Fur Lining, External Zippered Slip Pocket - Peach.\\\" Rated 5 out of 5 stars by 4 reviews. Eligible for Prime.\", \"asin\": \"B0DJV1NZVN\"},\n{\"title\": \"Go to detail page for \\\"Incase A.R.C. Sleeve with ReSpun 100% Recycled Polyester - 13\\\" & 14\\\" MacBook/Laptop & iPad/Tablet Case - Cushioned Faux Fur Lining, External Zippered Slip Pocket - Black.\\\" Rated 5 out of 5 stars by 1 reviews. Not eligible for Prime.\", \"asin\": \"B0DJTZMH61\"},\n{\"title\": \"Go to detail page for \\\"Incase A.R.C. Sleeve with ReSpun 100% Recycled Polyester - 13\\\" & 14\\\" MacBook/Laptop & iPad/Tablet Case - Cushioned Faux Fur Lining, External Zippered Slip Pocket - Smoked Ivy.\\\" Rated 4.6 out of 5 stars by 10 reviews. Not eligible for Prime.\", \"asin\": \"B0DJTX222J\"}],\n\"search_results\": [{\"title\": \"kate spade new york Saffiano Laptop Sleeve 14 Inch - Black - Compatible with All MacBook M Series Devices up to 14 Inch\", \"asin\": \"B0F1LT5HFZ\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Only 20 left in stock (more on the way).\"},\n{\"title\": \"VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover\", \"asin\": \"B09HSS36X7\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"tomtoc 360 Protective Laptop Sleeve for 14-inch MacBook Pro M4/M3/M2/M1 Pro/Max A3112 A3401 A3185 A2992 A2918 A2779 2024-2021, Water-Resistant Case Bag with Accessory Pocket for 13.8 Surface Laptop 7\", \"asin\": \"B01HCF0XMU\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Laptop Sleeve Case 14 inch, Shockproof Protective Laptop Cover Briefcase Carrying Computer Bag with Accessory Pocket Portable Computer Sleeve for 14\\\" MacBook, HP, Dell, Lenovo, Acer, Black\", \"asin\": \"B0CLGXK7MR\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Canvaslife 360 Protected Fluffy Laptop Sleeve 14 \\\"Laptop Sleeve Bag 14\\\" Compatible with HP Lenovo Dell Asus Macro Laptop and MacBook Pro 14 Quilted Design (Beige)\", \"asin\": \"B0D6DTQX3W\", \"price\": \"$10.44\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Lenovo Urban Laptop Sleeve 14 Inch for Laptop/ Notebook/Tablet Compatible with MacBook Air/Pro Water Resistant - Charcoal Grey\", \"asin\": \"B08CS1F4F1\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"MOFT Laptop Sleeve Bag for MacBook Computer Expandable Storage, Two Adjustable Angles Laptop Stands, Ultra-Slim Stylish Pieces Laptop Case Sleeves, Night Black,13\\\"-14\\\"\", \"asin\": \"B08DRBR6F5\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"MOSISO 13-14 inch Laptop Case, 13.3 inch Puffy Laptop Sleeve Compatible with MacBook Air 13 13.6 M3 M2 M1/Pro 13/Pro 14, HP, Dell, ASUS, Lenovo, Polyester Horizontal Bag with Small Case, Sand\", \"asin\": \"B0CMCVBDCR\", \"price\": \"$20.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover\", \"asin\": \"B09HSS36X7\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Canvaslife White Rose Patten Laptop Sleeve 14 inch 14.0 inch Laptop case Bag\", \"asin\": \"B01NARDFJ6\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"V Voova Laptop Sleeve - 14/15 Inch Case for MacBook Pro 14, Air 15, Surface, HP, Dell, Asus, Acer, Chromebook 14 - Slim Grey Cover\", \"asin\": \"B0CSRNPBSY\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"VANDEL Slim Laptop Sleeve 13-13.3 inch Laptop Case for Macbook Air 13/Pro 13 Inch- Protective Macbook Case Sleeve, Tablet Carrying Bag Pouch for Lap Top Notebook, Chromebook, Dell, Asus Computer Cover\", \"asin\": \"B0CYXMF5NM\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Laptop Sleeve 14 Inch, Water Resistant Traveling Computer Cover with Handle, Shockproof Protective Carrying Laptop Case Compatible for 14 Inch MacBook Air/Pro, HP, Dell, Asus, Lenovo, Black\", \"asin\": \"B0D2L5D145\", \"price\": \"$9.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"HYZUO 13.3-14 Inch Laptop Sleeve Case with Stand Feature for MacBook Pro 14 M4/M3/M2/M1 Pro/Max 2024-2021, MacBook Pro/Air 13.3, 13.5-13.8 Surface Laptop, HP Specter X360 13/14, Brown\", \"asin\": \"B08JC7G273\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Laptop Case Sleeve 14 Inch, Shockproof Protective Traveling Computer Cover, Water Resistant Portable Laptop Carrying Bag Compatible for Lenovo, HP, Dell, Asus, MacBook Air/Pro, Black\", \"asin\": \"B0D41H6789\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"tomtoc 360 Protective Laptop Case Sleeve for 14 Inch Lenovo, HP, ASUS, Dell, Acer Laptop Notebook Ultrabook, Water-Resistant Shockproof Computer Bag with Accessory Pocket\", \"asin\": \"B0DK37244L\", \"price\": \"$31.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Bellroy Laptop Sleeve (Fits 14 Inch Laptop or MacBook, Slim Protective Case with Magnetic Closure) - Slate\", \"asin\": \"B0B7VVN6GW\", \"price\": \"$55.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Osprey Daylite Laptop Sleeve\", \"asin\": \"B0CN1JJ4FZ\", \"price\": \"$30.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"tomtoc 360 Protective Puffy Laptop Sleeve for 14-inch MacBook Pro M4/M3/M2/M1 Pro/Max A3112 A3401 A3185 A2992 A2918 A2779 2024, 13.5/13.8-inch Surface Laptop 7(Copilot+ PC)/6/5/4/3, Quilted Design\", \"asin\": \"B0CJXHQSZR\", \"price\": \"$29.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Laptop Sleeve Case 14 Inch, Resistant Neoprene Sleeve/Notebook Computer Pocket Case/Tablet Briefcase Carrying Bag for inch HP, Lenovo, Asus Notebook, Ultrabook, Black\", \"asin\": \"B08N57PF79\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Lenovo Basic Laptop Sleeve 14 Inch Notebook/Tablet Compatible with MacBook Air/Pro Neoprene Material - Soft Fleece Lining - Zippered Top Opening - Black\", \"asin\": \"B0B9KSDZZ7\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Comfyable Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Yellow\", \"asin\": \"B0BHW4FVPC\", \"price\": \"$32.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-23T00:14:58.140Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"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\"search_term\": [{\"term\": \"baggu laptop sleeve 14 inch\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$80.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover\", \"asin\": \"B0BL1ZMWD5\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Puffy Laptop Sleeve Case Cute Computer Bag, 14 Inch Flower Printed Quilted Laptop Carrying Cases, Protective Floral Soft Padded Cover Accessories, Compatible with 14\\\" Notebook\", \"asin\": \"B0CSJQN7KL\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Cute Bow Graphic Carrying Laptop Bag Y2K Preppy Laptop Sleeve Case Bag Kawaii Pad Computer Protect Case Pouch (13-14 inch,White)\", \"asin\": \"B0CTF7B81D\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Comfyable Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Yellow\", \"asin\": \"B0BHW4FVPC\", \"price\": \"$32.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0B3H5FZJ4\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover\", \"asin\": \"B0BL1ZMWD5\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Bellroy Laptop Sleeve (Fits 14 Inch Laptop or MacBook, Slim Protective Case with Magnetic Closure) - Navy\", \"asin\": \"B0B3H5FZJ4\", \"price\": \"$55.00\", \"quantity\": \"\"},\n{\"title\": \"MOFT Laptop Sleeve Bag for MacBook Computer Expandable Storage, Two Adjustable Angles Laptop Stands, Ultra-Slim Stylish Pieces Laptop Case Sleeves, Beach White,13\\\"-14\\\"\", \"asin\": \"B0CBMQBZRN\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Comfyable Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Dark Blue\", \"asin\": \"B0CWNWNTZ5\", \"price\": \"$32.99\", \"quantity\": \"\"},\n{\"title\": \"Comfyable Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Rice\", \"asin\": \"B0BHW2975C\", \"price\": \"$32.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"tomtoc 360 Protective Puffy Laptop Sleeve for 14-inch MacBook Pro M4/M3/M2/M1 Pro/Max A3112 A3401 A3185 A2992 A2918 A2779 2024, 13.5/13.8-inch Surface Laptop 7(Copilot+ PC)/6/5/4/3, Quilted Design.\\\" Price was $31.99. Current price is $29.69 after 7% off. Not eligible for Prime. Exclusive Prime price.\", \"asin\": \"B0CJXHQSZR\"},\n{\"title\": \"Go to detail page for \\\"tomtoc 360 Protective Puffy Laptop Sleeve Set for 13-inch MacBook Air M4/A3240 2025, M3/A3113, M2/A2681, 13-inch MacBook Pro, Quilted Soft Puffer Bag with Tech Pouch for 13-inch Surface Pro Copilot+PC.\\\" Price was $39.99. Current price is $37.79 after 6% off. Not eligible for Prime. Exclusive Prime price.\", \"asin\": \"B0DG56R7VT\"},\n{\"title\": \"Go to detail page for \\\"tomtoc 360 Protective Puffy Laptop Sleeve for 13-inch MacBook Air M4(2025)/M3/M2/M1 A3240 A3113, MacBook Pro M2/M1, iPad Air (M3/M2)/Pro M4, Quilted Soft Puffer Bag for 13-inch Surface Pro Copilot+PC.\\\" Price was $30.99. Current price is $29.29 after 5% off. Not eligible for Prime. Exclusive Prime price.\", \"asin\": \"B0CJXG8TKT\"}],\n\"search_results\": [{\"title\": \"Puffy Laptop Sleeve 13-14 Inch Streak-Green, Protective Carrying Case for Men and Women, Cute Case Bag Compatible with 13 and 14 Inch Laptops, for MacBook Air M2, Asus/Dell Xps in Cover\", \"asin\": \"B0CF12SSHS\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover\", \"asin\": \"B0BL1ZMWD5\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Rice\", \"asin\": \"B0BHW2975C\", \"price\": \"$32.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover\", \"asin\": \"B09ZX1W6PD\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Urban Laptop Sleeve 14 Inch for Laptop/ Notebook/Tablet Compatible with MacBook Air/Pro Water Resistant - Charcoal Grey\", \"asin\": \"B08CS1F4F1\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Quilted Laptop Sleeve \| 13-14 Inch, Quilted Soft Comfy Laptop Carrying Case, Computer Sleeve \| Wild Strawberries\", \"asin\": \"B0DTWBNXVZ\", \"price\": \"$33.24\", \"delivery\": \"FREE delivery Fri, Apr 25\"},\n{\"title\": \"Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Yellow\", \"asin\": \"B0BHW4FVPC\", \"price\": \"$32.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Laptop Sleeve 13 inch for MacBook Air 13-13.6 inch, Cute Laptop case for MacBook Pro 13 inch 14 inch, Slim Protective Travel Carrying Case,Laptop Sleeve 14 inch Chromebook, HP, Dell, Checker\", \"asin\": \"B0D7BLC9VB\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Puffy Laptop Sleeve Case Cute Computer Bag, 14 Inch Flower Printed Quilted Laptop Carrying Cases, Protective Floral Soft Padded Cover Accessories, Compatible with 14\\\" Notebook\", \"asin\": \"B0CSJQN7KL\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"360 Protective Puffy Laptop Sleeve for 14-inch MacBook Pro M4/M3/M2/M1 Pro/Max A3112 A3401 A3185 A2992 A2918 A2779 2024, 13.5/13.8-inch Surface Laptop 7(Copilot+ PC)/6/5/4/3, Quilted Design\", \"asin\": \"B0CJXHQSZR\", \"price\": \"$29.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"13-14 Inch Laptop Case Sleeve, Protective Lightweight Puffy Laptop Bag with Strap for MacBook Air/Pro 13.3 Inch, Water Resistant Laptop Cover Compatible for Dell HP Asus, Beige\", \"asin\": \"B0D83LFDZB\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Laptop Sleeve (Fits 14 Inch Laptop or MacBook, Slim Protective Case with Magnetic Closure) - Navy\", \"asin\": \"B0B3H5FZJ4\", \"price\": \"$55.00\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"14-inch Sleeve Case for MacBook Pro M4 M3, Surface Laptop Studio 2, ThinkPad E14 Gen 6, IdeaPad 3i, 14.5\\\" XPS 14, Inspiron 14, Yoga Pro 7 Gen 9, HP Laptop Bag Cover, Silver\", \"asin\": \"B0D54T675G\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Puffy Laptop Sleeve \| 15-16 Inch, Quilted Pillow Puffer Laptop Carrying Case, Computer Sleeve \| Patchwork Cottage\", \"asin\": \"B0DCR9WCBQ\", \"price\": \"$34.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"13-14 inch Laptop Case, 13.3 inch Puffy Laptop Sleeve Compatible with MacBook Air 13 13.3 13.6/Pro 13/14, HP, Dell, ASUS, Lenovo, Rectangle Quilted Puffer Computer Bag for Women, Sand\", \"asin\": \"B0CPLXMH4Q\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Laptop sleeve 13 inch for MacBook Air 13-13.6 inch, Cute Laptop case for Macbook Pro 13 inch, Slim Protective Travel Carrying Case for MacBook Pro 14 inch, Chromebook, HP, Dell, Green Butterfly\", \"asin\": \"B0DLVW7TXS\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"11-13Inch Cute Puffy Laptop Sleeve Fairycore Carrying Laptop Bag Cover Kawaii Tablet Liner Pouch Cottagecore Office Accessories (11inch,Red)\", \"asin\": \"B0C96NR3C8\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Only 19 left in stock - order soon.\"},\n{\"title\": \"Laptop Case Sleeve 14 Inch, Shockproof Protective Traveling Computer Cover, Water Resistant Portable Laptop Carrying Bag Compatible for Lenovo, HP, Dell, Asus, MacBook Air/Pro, Black\", \"asin\": \"B0D41H6789\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Puffy Laptop Sleeve, Quilted Puffer Case for Women, Pillow Case Compatible for MacBook Pro 16 inch and 15 inch-15.6 inch Laptop (Yellow)\", \"asin\": \"B0C6HWC7ZP\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Laptop Sleeve 14 Inch, Water Resistant Traveling Computer Cover with Handle, Shockproof Protective Carrying Laptop Case Compatible for 14 Inch MacBook Air/Pro, HP, Dell, Asus, Lenovo, Black\", \"asin\": \"B0D2L5D145\", \"price\": \"$9.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Laptop Sleeve Bag for MacBook Computer Expandable Storage, Two Adjustable Angles Laptop Stands, Ultra-Slim Stylish Pieces Laptop Case Sleeves, Beach White,13\\\"-14\\\"\", \"asin\": \"B0CBMQBZRN\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Only 20 left in stock - order soon.\"},\n{\"title\": \"Cute Bow Graphic Carrying Laptop Bag Y2K Preppy Laptop Sleeve Case Bag Kawaii Pad Computer Protect Case Pouch (13-14 inch,White)\", \"asin\": \"B0CTF7B81D\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-23T00:17:50.468Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-23T00:17:50.468Z	input	baggu laptop sleeve 14 inch	rule	train	1,386	2025-04-23T00:17:50.468Z	input	baggu laptop sleeve 14 inch	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:16:22.372Z", "action": "input", "action_argument": "birthday ballon"} {"timestamp": "2025-04-05T20:16:22.550Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:42.265Z", "action": "input", "action_argument": "birthday balloon white"} {"timestamp": "2025-04-05T20:16:42.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:16:47.221Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:16:57.053Z", "action": "click_product", "action_argument": "B0D2W4L7R5"} {"timestamp": "2025-04-05T20:17:09.991Z", "action": "click_product", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:17:16.454Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:16.597Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:17.495Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-05T20:17:20.309Z", "action": "click", "action_argument": "cart_side_bar"} {"timestamp": "2025-04-05T20:22:23.381Z", "action": "purchase", "action_argument": "B0DSBV5DMW"} {"timestamp": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} {"timestamp": "2025-04-23T00:10:42.396Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-23T00:12:23.996Z", "action": "input", "action_argument": "laptop sleeve 14 inch"} {"timestamp": "2025-04-23T00:12:24.204Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-23T00:14:58.140Z", "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": "baggu laptop sleeve 14 inch"}], "cart_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$15.50", "quantity": "1"}, {"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)", "asin": "B0CJVDKJYD", "price": "$36.99", "quantity": "1"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "quantity": "1"}, {"title": "medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea", "asin": "B0DGTMR754", "price": "$19.00", "quantity": "1"}, {"title": "CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces", "asin": "B0C63HWV6Z", "price": "$80.00", "quantity": "1"}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "promotion_items": [{"title": "VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover", "asin": "B0BL1ZMWD5", "price": "$29.99", "quantity": ""}, {"title": "Puffy Laptop Sleeve Case Cute Computer Bag, 14 Inch Flower Printed Quilted Laptop Carrying Cases, Protective Floral Soft Padded Cover Accessories, Compatible with 14\" Notebook", "asin": "B0CSJQN7KL", "price": "$16.99", "quantity": ""}, {"title": "Cute Bow Graphic Carrying Laptop Bag Y2K Preppy Laptop Sleeve Case Bag Kawaii Pad Computer Protect Case Pouch (13-14 inch,White)", "asin": "B0CTF7B81D", "price": "$22.99", "quantity": ""}, {"title": "Comfyable Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Yellow", "asin": "B0BHW4FVPC", "price": "$32.99", "quantity": ""}, {"title": "", "asin": "B0B3H5FZJ4", "price": "", "quantity": ""}, {"title": "VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover", "asin": "B0BL1ZMWD5", "price": "$29.99", "quantity": ""}, {"title": "Bellroy Laptop Sleeve (Fits 14 Inch Laptop or MacBook, Slim Protective Case with Magnetic Closure) - Navy", "asin": "B0B3H5FZJ4", "price": "$55.00", "quantity": ""}, {"title": "MOFT Laptop Sleeve Bag for MacBook Computer Expandable Storage, Two Adjustable Angles Laptop Stands, Ultra-Slim Stylish Pieces Laptop Case Sleeves, Beach White,13\"-14\"", "asin": "B0CBMQBZRN", "price": "$59.99", "quantity": ""}, {"title": "Comfyable Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Dark Blue", "asin": "B0CWNWNTZ5", "price": "$32.99", "quantity": ""}, {"title": "Comfyable Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Rice", "asin": "B0BHW2975C", "price": "$32.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"tomtoc 360 Protective Puffy Laptop Sleeve for 14-inch MacBook Pro M4/M3/M2/M1 Pro/Max A3112 A3401 A3185 A2992 A2918 A2779 2024, 13.5/13.8-inch Surface Laptop 7(Copilot+ PC)/6/5/4/3, Quilted Design.\" Price was $31.99. Current price is $29.69 after 7% off. Not eligible for Prime. Exclusive Prime price.", "asin": "B0CJXHQSZR"}, {"title": "Go to detail page for \"tomtoc 360 Protective Puffy Laptop Sleeve Set for 13-inch MacBook Air M4/A3240 2025, M3/A3113, M2/A2681, 13-inch MacBook Pro, Quilted Soft Puffer Bag with Tech Pouch for 13-inch Surface Pro Copilot+PC.\" Price was $39.99. Current price is $37.79 after 6% off. Not eligible for Prime. Exclusive Prime price.", "asin": "B0DG56R7VT"}, {"title": "Go to detail page for \"tomtoc 360 Protective Puffy Laptop Sleeve for 13-inch MacBook Air M4(2025)/M3/M2/M1 A3240 A3113, MacBook Pro M2/M1, iPad Air (M3/M2)/Pro M4, Quilted Soft Puffer Bag for 13-inch Surface Pro Copilot+PC.\" Price was $30.99. Current price is $29.29 after 5% off. Not eligible for Prime. Exclusive Prime price.", "asin": "B0CJXG8TKT"}], "search_results": [{"title": "Puffy Laptop Sleeve 13-14 Inch Streak-Green, Protective Carrying Case for Men and Women, Cute Case Bag Compatible with 13 and 14 Inch Laptops, for MacBook Air M2, Asus/Dell Xps in Cover", "asin": "B0CF12SSHS", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover", "asin": "B0BL1ZMWD5", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Rice", "asin": "B0BHW2975C", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover", "asin": "B09ZX1W6PD", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Urban Laptop Sleeve 14 Inch for Laptop/ Notebook/Tablet Compatible with MacBook Air/Pro Water Resistant - Charcoal Grey", "asin": "B08CS1F4F1", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Quilted Laptop Sleeve \| 13-14 Inch, Quilted Soft Comfy Laptop Carrying Case, Computer Sleeve \| Wild Strawberries", "asin": "B0DTWBNXVZ", "price": "$33.24", "delivery": "FREE delivery Fri, Apr 25"}, {"title": "Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Yellow", "asin": "B0BHW4FVPC", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Laptop Sleeve 13 inch for MacBook Air 13-13.6 inch, Cute Laptop case for MacBook Pro 13 inch 14 inch, Slim Protective Travel Carrying Case,Laptop Sleeve 14 inch Chromebook, HP, Dell, Checker", "asin": "B0D7BLC9VB", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Puffy Laptop Sleeve Case Cute Computer Bag, 14 Inch Flower Printed Quilted Laptop Carrying Cases, Protective Floral Soft Padded Cover Accessories, Compatible with 14\" Notebook", "asin": "B0CSJQN7KL", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "360 Protective Puffy Laptop Sleeve for 14-inch MacBook Pro M4/M3/M2/M1 Pro/Max A3112 A3401 A3185 A2992 A2918 A2779 2024, 13.5/13.8-inch Surface Laptop 7(Copilot+ PC)/6/5/4/3, Quilted Design", "asin": "B0CJXHQSZR", "price": "$29.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "13-14 Inch Laptop Case Sleeve, Protective Lightweight Puffy Laptop Bag with Strap for MacBook Air/Pro 13.3 Inch, Water Resistant Laptop Cover Compatible for Dell HP Asus, Beige", "asin": "B0D83LFDZB", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Laptop Sleeve (Fits 14 Inch Laptop or MacBook, Slim Protective Case with Magnetic Closure) - Navy", "asin": "B0B3H5FZJ4", "price": "$55.00", "delivery": " Two-Day FREE delivery Thu, Apr 24"}, {"title": "14-inch Sleeve Case for MacBook Pro M4 M3, Surface Laptop Studio 2, ThinkPad E14 Gen 6, IdeaPad 3i, 14.5\" XPS 14, Inspiron 14, Yoga Pro 7 Gen 9, HP Laptop Bag Cover, Silver", "asin": "B0D54T675G", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Puffy Laptop Sleeve \| 15-16 Inch, Quilted Pillow Puffer Laptop Carrying Case, Computer Sleeve \| Patchwork Cottage", "asin": "B0DCR9WCBQ", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "13-14 inch Laptop Case, 13.3 inch Puffy Laptop Sleeve Compatible with MacBook Air 13 13.3 13.6/Pro 13/14, HP, Dell, ASUS, Lenovo, Rectangle Quilted Puffer Computer Bag for Women, Sand", "asin": "B0CPLXMH4Q", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Laptop sleeve 13 inch for MacBook Air 13-13.6 inch, Cute Laptop case for Macbook Pro 13 inch, Slim Protective Travel Carrying Case for MacBook Pro 14 inch, Chromebook, HP, Dell, Green Butterfly", "asin": "B0DLVW7TXS", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "11-13Inch Cute Puffy Laptop Sleeve Fairycore Carrying Laptop Bag Cover Kawaii Tablet Liner Pouch Cottagecore Office Accessories (11inch,Red)", "asin": "B0C96NR3C8", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Only 19 left in stock - order soon."}, {"title": "Laptop Case Sleeve 14 Inch, Shockproof Protective Traveling Computer Cover, Water Resistant Portable Laptop Carrying Bag Compatible for Lenovo, HP, Dell, Asus, MacBook Air/Pro, Black", "asin": "B0D41H6789", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Puffy Laptop Sleeve, Quilted Puffer Case for Women, Pillow Case Compatible for MacBook Pro 16 inch and 15 inch-15.6 inch Laptop (Yellow)", "asin": "B0C6HWC7ZP", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Laptop Sleeve 14 Inch, Water Resistant Traveling Computer Cover with Handle, Shockproof Protective Carrying Laptop Case Compatible for 14 Inch MacBook Air/Pro, HP, Dell, Asus, Lenovo, Black", "asin": "B0D2L5D145", "price": "$9.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}, {"title": "Laptop Sleeve Bag for MacBook Computer Expandable Storage, Two Adjustable Angles Laptop Stands, Ultra-Slim Stylish Pieces Laptop Case Sleeves, Beach White,13\"-14\"", "asin": "B0CBMQBZRN", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23 Only 20 left in stock - order soon."}, {"title": "Cute Bow Graphic Carrying Laptop Bag Y2K Preppy Laptop Sleeve Case Bag Kawaii Pad Computer Protect Case Pouch (13-14 inch,White)", "asin": "B0CTF7B81D", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 23"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-23T00:17:50.468Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-23T00:17:50.468Z\",\"action\": \"input\",\"acion_argument\": \"baggu laptop sleeve 14 inch\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-23T00:17:50.468Z\",\"action\": \"input\",\"acion_argument\": \"baggu laptop sleeve 14 inch\",}</answer>", "index": 1386, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:16:22.372Z\", \"action\": \"input\", \"action_argument\": \"birthday ballon\"}\n{\"timestamp\": \"2025-04-05T20:16:22.550Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:42.265Z\", \"action\": \"input\", \"action_argument\": \"birthday balloon white\"}\n{\"timestamp\": \"2025-04-05T20:16:42.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:16:47.221Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:16:57.053Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2W4L7R5\"}\n{\"timestamp\": \"2025-04-05T20:17:09.991Z\", \"action\": \"click_product\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:17:16.454Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:16.597Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:17.495Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-05T20:17:20.309Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n{\"timestamp\": \"2025-04-05T20:22:23.381Z\", \"action\": \"purchase\", \"action_argument\": \"B0DSBV5DMW\"}\n{\"timestamp\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"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\"search_term\": [{\"term\": \"baggu laptop sleeve 14 inch\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$15.50\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$80.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover\", \"asin\": \"B0BL1ZMWD5\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Puffy Laptop Sleeve Case Cute Computer Bag, 14 Inch Flower Printed Quilted Laptop Carrying Cases, Protective Floral Soft Padded Cover Accessories, Compatible with 14\\\" Notebook\", \"asin\": \"B0CSJQN7KL\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Cute Bow Graphic Carrying Laptop Bag Y2K Preppy Laptop Sleeve Case Bag Kawaii Pad Computer Protect Case Pouch (13-14 inch,White)\", \"asin\": \"B0CTF7B81D\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Comfyable Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Yellow\", \"asin\": \"B0BHW4FVPC\", \"price\": \"$32.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"B0B3H5FZJ4\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"VANDEL The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover\", \"asin\": \"B0BL1ZMWD5\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Bellroy Laptop Sleeve (Fits 14 Inch Laptop or MacBook, Slim Protective Case with Magnetic Closure) - Navy\", \"asin\": \"B0B3H5FZJ4\", \"price\": \"$55.00\", \"quantity\": \"\"},\n{\"title\": \"MOFT Laptop Sleeve Bag for MacBook Computer Expandable Storage, Two Adjustable Angles Laptop Stands, Ultra-Slim Stylish Pieces Laptop Case Sleeves, Beach White,13\\\"-14\\\"\", \"asin\": \"B0CBMQBZRN\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Comfyable Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Dark Blue\", \"asin\": \"B0CWNWNTZ5\", \"price\": \"$32.99\", \"quantity\": \"\"},\n{\"title\": \"Comfyable Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Rice\", \"asin\": \"B0BHW2975C\", \"price\": \"$32.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"tomtoc 360 Protective Puffy Laptop Sleeve for 14-inch MacBook Pro M4/M3/M2/M1 Pro/Max A3112 A3401 A3185 A2992 A2918 A2779 2024, 13.5/13.8-inch Surface Laptop 7(Copilot+ PC)/6/5/4/3, Quilted Design.\\\" Price was $31.99. Current price is $29.69 after 7% off. Not eligible for Prime. Exclusive Prime price.\", \"asin\": \"B0CJXHQSZR\"},\n{\"title\": \"Go to detail page for \\\"tomtoc 360 Protective Puffy Laptop Sleeve Set for 13-inch MacBook Air M4/A3240 2025, M3/A3113, M2/A2681, 13-inch MacBook Pro, Quilted Soft Puffer Bag with Tech Pouch for 13-inch Surface Pro Copilot+PC.\\\" Price was $39.99. Current price is $37.79 after 6% off. Not eligible for Prime. Exclusive Prime price.\", \"asin\": \"B0DG56R7VT\"},\n{\"title\": \"Go to detail page for \\\"tomtoc 360 Protective Puffy Laptop Sleeve for 13-inch MacBook Air M4(2025)/M3/M2/M1 A3240 A3113, MacBook Pro M2/M1, iPad Air (M3/M2)/Pro M4, Quilted Soft Puffer Bag for 13-inch Surface Pro Copilot+PC.\\\" Price was $30.99. Current price is $29.29 after 5% off. Not eligible for Prime. Exclusive Prime price.\", \"asin\": \"B0CJXG8TKT\"}],\n\"search_results\": [{\"title\": \"Puffy Laptop Sleeve 13-14 Inch Streak-Green, Protective Carrying Case for Men and Women, Cute Case Bag Compatible with 13 and 14 Inch Laptops, for MacBook Air M2, Asus/Dell Xps in Cover\", \"asin\": \"B0CF12SSHS\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover\", \"asin\": \"B0BL1ZMWD5\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Rice\", \"asin\": \"B0BHW2975C\", \"price\": \"$32.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"The Original Puffy Laptop Sleeve Case, 13-14 inch Laptop Sleeve Bag, Laptop Case 13.3 Inch, Compatible with MacBook Air/Pro 13 / Pro 14, iPad Pro 12.9, HP Dell ASUS, Computer Bag Cover\", \"asin\": \"B09ZX1W6PD\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Urban Laptop Sleeve 14 Inch for Laptop/ Notebook/Tablet Compatible with MacBook Air/Pro Water Resistant - Charcoal Grey\", \"asin\": \"B08CS1F4F1\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Quilted Laptop Sleeve \| 13-14 Inch, Quilted Soft Comfy Laptop Carrying Case, Computer Sleeve \| Wild Strawberries\", \"asin\": \"B0DTWBNXVZ\", \"price\": \"$33.24\", \"delivery\": \"FREE delivery Fri, Apr 25\"},\n{\"title\": \"Puffy Laptop Sleeve 13 Inch 14 Inch, Quilted Puffer Laptop Carrying Case, Pillow Case Compatible with MacBook Air M4 2025 M3 M2 M1, MacBook Pro M4 Pro/Max, Yellow\", \"asin\": \"B0BHW4FVPC\", \"price\": \"$32.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Laptop Sleeve 13 inch for MacBook Air 13-13.6 inch, Cute Laptop case for MacBook Pro 13 inch 14 inch, Slim Protective Travel Carrying Case,Laptop Sleeve 14 inch Chromebook, HP, Dell, Checker\", \"asin\": \"B0D7BLC9VB\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Puffy Laptop Sleeve Case Cute Computer Bag, 14 Inch Flower Printed Quilted Laptop Carrying Cases, Protective Floral Soft Padded Cover Accessories, Compatible with 14\\\" Notebook\", \"asin\": \"B0CSJQN7KL\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"360 Protective Puffy Laptop Sleeve for 14-inch MacBook Pro M4/M3/M2/M1 Pro/Max A3112 A3401 A3185 A2992 A2918 A2779 2024, 13.5/13.8-inch Surface Laptop 7(Copilot+ PC)/6/5/4/3, Quilted Design\", \"asin\": \"B0CJXHQSZR\", \"price\": \"$29.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"13-14 Inch Laptop Case Sleeve, Protective Lightweight Puffy Laptop Bag with Strap for MacBook Air/Pro 13.3 Inch, Water Resistant Laptop Cover Compatible for Dell HP Asus, Beige\", \"asin\": \"B0D83LFDZB\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Laptop Sleeve (Fits 14 Inch Laptop or MacBook, Slim Protective Case with Magnetic Closure) - Navy\", \"asin\": \"B0B3H5FZJ4\", \"price\": \"$55.00\", \"delivery\": \" Two-Day FREE delivery Thu, Apr 24\"},\n{\"title\": \"14-inch Sleeve Case for MacBook Pro M4 M3, Surface Laptop Studio 2, ThinkPad E14 Gen 6, IdeaPad 3i, 14.5\\\" XPS 14, Inspiron 14, Yoga Pro 7 Gen 9, HP Laptop Bag Cover, Silver\", \"asin\": \"B0D54T675G\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Puffy Laptop Sleeve \| 15-16 Inch, Quilted Pillow Puffer Laptop Carrying Case, Computer Sleeve \| Patchwork Cottage\", \"asin\": \"B0DCR9WCBQ\", \"price\": \"$34.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"13-14 inch Laptop Case, 13.3 inch Puffy Laptop Sleeve Compatible with MacBook Air 13 13.3 13.6/Pro 13/14, HP, Dell, ASUS, Lenovo, Rectangle Quilted Puffer Computer Bag for Women, Sand\", \"asin\": \"B0CPLXMH4Q\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Laptop sleeve 13 inch for MacBook Air 13-13.6 inch, Cute Laptop case for Macbook Pro 13 inch, Slim Protective Travel Carrying Case for MacBook Pro 14 inch, Chromebook, HP, Dell, Green Butterfly\", \"asin\": \"B0DLVW7TXS\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"11-13Inch Cute Puffy Laptop Sleeve Fairycore Carrying Laptop Bag Cover Kawaii Tablet Liner Pouch Cottagecore Office Accessories (11inch,Red)\", \"asin\": \"B0C96NR3C8\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Only 19 left in stock - order soon.\"},\n{\"title\": \"Laptop Case Sleeve 14 Inch, Shockproof Protective Traveling Computer Cover, Water Resistant Portable Laptop Carrying Bag Compatible for Lenovo, HP, Dell, Asus, MacBook Air/Pro, Black\", \"asin\": \"B0D41H6789\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Puffy Laptop Sleeve, Quilted Puffer Case for Women, Pillow Case Compatible for MacBook Pro 16 inch and 15 inch-15.6 inch Laptop (Yellow)\", \"asin\": \"B0C6HWC7ZP\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Laptop Sleeve 14 Inch, Water Resistant Traveling Computer Cover with Handle, Shockproof Protective Carrying Laptop Case Compatible for 14 Inch MacBook Air/Pro, HP, Dell, Asus, Lenovo, Black\", \"asin\": \"B0D2L5D145\", \"price\": \"$9.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"},\n{\"title\": \"Laptop Sleeve Bag for MacBook Computer Expandable Storage, Two Adjustable Angles Laptop Stands, Ultra-Slim Stylish Pieces Laptop Case Sleeves, Beach White,13\\\"-14\\\"\", \"asin\": \"B0CBMQBZRN\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23 Only 20 left in stock - order soon.\"},\n{\"title\": \"Cute Bow Graphic Carrying Laptop Bag Y2K Preppy Laptop Sleeve Case Bag Kawaii Pad Computer Protect Case Pouch (13-14 inch,White)\", \"asin\": \"B0CTF7B81D\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 23\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-23T00:17:50.468Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:48:11.683Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-25T20:48:11.683Z	input	refresh bag for car	rule	train	1,387	2025-04-25T20:48:11.683Z	input	refresh bag for car	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} {"timestamp": "2025-04-23T00:10:42.396Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-23T00:12:23.996Z", "action": "input", "action_argument": "laptop sleeve 14 inch"} {"timestamp": "2025-04-23T00:12:24.204Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-23T00:14:58.140Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-23T00:17:50.468Z", "action": "input", "action_argument": "baggu laptop sleeve 14 inch"} <\|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": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-25T20:48:11.683Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-25T20:48:11.683Z\",\"action\": \"input\",\"acion_argument\": \"refresh bag for car\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-25T20:48:11.683Z\",\"action\": \"input\",\"acion_argument\": \"refresh bag for car\",}</answer>", "index": 1387, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:48:11.683Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\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\"search_term\": [{\"term\": \"refresh bag for car\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:48:11.897Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-25T20:48:11.897Z	click	search	rule	train	1,388	2025-04-25T20:48:11.897Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} {"timestamp": "2025-04-23T00:10:42.396Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-23T00:12:23.996Z", "action": "input", "action_argument": "laptop sleeve 14 inch"} {"timestamp": "2025-04-23T00:12:24.204Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-23T00:14:58.140Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-23T00:17:50.468Z", "action": "input", "action_argument": "baggu laptop sleeve 14 inch"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-25T20:48:11.683Z", "action": "input", "action_argument": "refresh bag for car"} <\|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": "refresh bag for car"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-25T20:48:11.897Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-25T20:48:11.897Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-25T20:48:11.897Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1388, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\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\"search_term\": [{\"term\": \"refresh bag for car\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:48:11.897Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"refresh bag for car\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - 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Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free\", \"asin\": \"B08XJ3J63H\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Moso Natural Car Air Freshener and Deodorizer \| Long Lasting Bamboo Charcoal Odor Absorber \| Non Toxic Odor Eliminator for Cars \| Scent Free Air Purifying Bag\", \"asin\": \"B0BJSJLKB5\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Fresh Wave Lavender Odor Eliminating & Deodorizing Packs \| Bag of 6 \| Safer Odor Relief for Small Spaces \| Natural Plant-Based Odor Eliminator \| Odor Absorbers for Home\", \"asin\": \"B079SKD314\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"1000g Large Bamboo Charcoal Air Purifier Bag - Car Deodorizer/Freshener - Remove Odor & Control Moisture in RV, Camper, SUV, Truck, Closet, Mobile Home, Storage - Non-Fragrant 1kg\", \"asin\": \"B086H3FW7T\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"COCORR\\u00cdNA Scented Sachet - Set of 3 Sandalwood Rose/Clean Linen/White Lotus - Scented Sachet Bags, Car Air Freshener Scented Gift Sets for Car Drawer\", \"asin\": \"B0BVZC895W\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Meguiar's G16402 Whole Car Air Re-Fresher Odor Eliminator Mist, New Car Scent, 2 Fluid Ounces\", \"asin\": \"B00G49DVGG\", \"price\": \"$7.88\", \"delivery\": \"FREE delivery Mon, Apr 28\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, New Car / Cool Breeze Scent, 6 Pack\", \"asin\": \"B00FB07RXC\", \"price\": \"$3.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Meguiar's Whole Car Air Refresher, Car Odor Eliminator Spray Permanently Eliminates Unwanted Vehicle Odors Throughout Your Interior, Black Chrome Scent, 2 Oz Aerosol Canister\", \"asin\": \"B06WRSV3FB\", \"price\": \"$6.98\", \"delivery\": \"FREE delivery Mon, Apr 28\"},\n{\"title\": \"SCENTORINI Scented Sachets for Drawers and Closets, Baby Powder Scent 14 Pack, Long-Lasting Sachets Bags Wardrobe Freshener, for Drawers, Closets, Cars\", \"asin\": \"B0DT47PF8B\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 9 left in stock - order soon.\"},\n{\"title\": \"Activated Charcoal Odor Absorber 8 Pack, Nature Bamboo Charcoal Air Purifying Bag, Odor Eliminator Smell Remove Air Freshener, Moisture Absorber Deodorizer for Room, Closet, Car, Smoke, Shoe\", \"asin\": \"B08XB4G6RK\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Vent Storage Bag with Flower Design PU Leather Organizer for Car Dashboard, Air Vent Mounted Lightweight Storage Pouch Box with Hook\", \"asin\": \"B0F42QXLLD\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Professional New Car Scent Air Freshener Pads \\u2013 Long-Lasting Odor Eliminators for Cars, Homes, and Offices \\u2013 60 Heavy-Duty Pads for Musty Smells\", \"asin\": \"B013417BMG\", \"price\": \"$22.95\"},\n{\"title\": \"Refresh Your Car! 84941 New Car Scent Scented Gel Air Freshener, 4.5 oz, 4 Pack\", \"asin\": \"B01CKLLNZM\", \"price\": \"$15.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items Only 3 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 4 Auto Dual Scent Vent Sticks, New Car and Cool Breeze Scent, Refresh Your Car\", \"asin\": \"B008N6XHM6\", \"price\": \"$7.00\", \"delivery\": \"FREE delivery May 2 - 6\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Summer Breeze/Alpine Meadow Scent, 6 Sticks\", \"asin\": \"B00DZ64HQ4\", \"price\": \"$12.85\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Only 2 left in stock (more on the way).\"},\n{\"title\": \"drift Car Air Freshener - Wood Air Freshener - Car Odor Eliminator - Grove Scent Starter Kit Black\", \"asin\": \"B0C1HGGJ1W\", \"price\": \"$12.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Faraday Pouch for Car Keys, Faraday Bag, Car RFID Signal Blocking Holder, Key Fob Protector, Key fob cage Block Signal Anti-Theft Fob Case (2 Pack)\", \"asin\": \"B0B4DCLY87\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Kingfun Rooftop Cargo Carrier - Waterproof 15 Cubic Feet Car Roof Bag for All Vechicles with/Without Racks, Includes Anti-Slip Mat, 8 Reinforced Straps, 6 Door Hooks, Luggage Lock\", \"asin\": \"B0DD6FSDJV\", \"price\": \"$89.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Refresh Your Car! Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free\", \"asin\": \"B08XJ3J63H\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Fresh Linen Scent, 4 Pack\", \"asin\": \"B001CUVU3S\", \"price\": \"$4.45\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! Gel Can Air Freshener (Lightning Bolt/Ice Storm Scent, 5 oz)\", \"asin\": \"B01MTDH3OD\", \"price\": \"$3.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! (86588) New Car Vent Stick Air Freshener, (Pack of 6)\", \"asin\": \"B00OFM767E\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 3 left in stock - order soon.\"},\n{\"title\": \"Moso Natural Air Purifying Bag 200g \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags Cover 90sqft\", \"asin\": \"B086FMGJ8S\", \"price\": \"$11.95\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Very Cherry Scent, 6 Pack\", \"asin\": \"B00FB07R8W\", \"price\": \"$4.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Acrux7 Vomit Bags Disposable for Car 100 Pack Emesis Bag 1000ml Throw Up Bags Disposable Air/Car Sickness Bags for Travel Car Sea Air Motion Sickness Morning Sickness (Blue)\", \"asin\": \"B0DG8L1CWT\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Tue, Apr 29 Only 3 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Lightning Bolt, 2 Packs)\", \"asin\": \"B0C1QHD1SN\", \"price\": \"$16.62\", \"delivery\": \"FREE delivery Mon, May 5 Or fastest delivery Apr 29 - May 1 Only 1 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, New Car/Cool Breeze Scent, 6 Sticks\", \"asin\": \"B00DZTIPF0\", \"price\": \"$5.94\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 15 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Fresh Strawberry/Cool Lemonade Scent, 6 Sticks\", \"asin\": \"B00DZT3A96\", \"price\": \"$11.94\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 2 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car! E300865304 Dual Scent Diffuser, New Car/Cool Breeze\", \"asin\": \"B00FQT3MY6\", \"price\": \"$7.50\", \"delivery\": \"FREE delivery Mon, Apr 28 Only 1 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 4 Packs)\", \"asin\": \"B0C1QHDGGB\", \"price\": \"$28.65\", \"delivery\": \"FREE delivery Apr 29 - May 2\"},\n{\"title\": \"Car Trash Bag, Car Garbage Bag, Car Trash Bag Hanging, Waterproof Car Back Seat Organizer, Car Trash Can for Car Accessories, Vehicle, Travelling, Camping, Eucalyptus Palm Leaves\", \"asin\": \"B0C7H71CNC\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car! E300863600 Active Odor Elimination 16.2 oz Trigger Spray, Grapefruit\", \"asin\": \"B01CYAGDWW\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Lightning Bolt / Ice Storm Scent, 6 Pack\", \"asin\": \"B01N4SF650\", \"price\": \"$4.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"bmbu Charcoal Shoe Deodorizers - Activated Natural Bamboo Air Purifying Bag Insert for Sneakers Oder Eliminator Mini Bags -Absorber/Freshener for Gym Bag,Drawer,Closet,Car,Home, Cat Litter\", \"asin\": \"B07CR8NYWV\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 6 Auto Vent Sticks, Hawaiian Sunrise Scent, Refresh Your Car\", \"asin\": \"B01AKS03D0\", \"price\": \"$5.05\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! 84022 Fresh Strawberry/Cool Lemonade Scented Oil Diffuser, 4 Pack\", \"asin\": \"B00VIPNUYY\", \"price\": \"$17.45\", \"delivery\": \"FREE delivery Thu, May 1 Or fastest delivery Wed, Apr 30\"},\n{\"title\": \"Airkeep Car Air Freshener - Cashmere Vanilla Scented Sachets for Drawer and Closet,Home Fragrance Sachets Gifts for Men Women Wardrobe,Car Fragrance\", \"asin\": \"B0DDT19XLR\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Air Freshener, Odor Eliminator, Scented Gel Can, New Car Scent, 4.5 Oz, Refresh Your Car, Multicolor, 1 Count (Pack of 2)\", \"asin\": \"B0CHMN14Y3\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Asani Air Purifier Bags with Bamboo Activated Charcoal (Purifying Pack of 4) \| Natural Air Freshener Deodorizer \| Moisture Absorber and Odor Eliminators for Home, Car, Refrigerator, Closet (200g Each)\", \"asin\": \"B07RXMKB3B\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 1 Pack)\", \"asin\": \"B0BYRFDCHJ\", \"price\": \"$12.56\", \"delivery\": \"FREE delivery Wed, May 7 Or fastest delivery Tue, Apr 29\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Very Cherry, 4 Packs)\", \"asin\": \"B0C1PRZSRK\", \"price\": \"$22.11\", \"delivery\": \"FREE delivery May 6 - 7 Only 20 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car! 84107 Scented Bullet, 4 Pack\", \"asin\": \"B01CKLLLFO\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Only 8 left in stock - order soon.\"},\n{\"title\": \"Willowbrook \| Fresh Scents Scented Sachet Packet \| Seaspray \| Air Freshener Bags for Drawers, Closets, Cars \| 6 Pack \| Long Lasting Home Fragrance\", \"asin\": \"B07MFMSTQP\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"6 PCs Shoe Deodorizer & Hamper Deodorizer Pills \|Moisture absorbers & odor eaters for shoes \| Recharge & Spill-free Refresher Balls for Sneakers, Closets, Boxing Gloves, Cars and Gym bags\", \"asin\": \"B0CVMZ741W\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car! Refined Nights Air Refresheners 2 pk\", \"asin\": \"B08KWRXW8C\", \"price\": \"$7.08\", \"delivery\": \"$4.51 delivery Mon, May 5 Only 1 left in stock - order soon.\"},\n{\"title\": \"Vanilla Scented Sachets - 12 Pack, Long-Lasting Home Fragrance Sachet Bags, Large Fresh-Scented Packets, Sachets for Drawers and Closets\", \"asin\": \"B0C4YQ54NH\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Moso Natural Air Purifying Bag 200g (4 Pack) \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags\", \"asin\": \"B00FVXL7EO\", \"price\": \"$39.95\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Armor All Fresh FX Charcoal Bag Deodorizer (9 Count) - Charcoal Deodorizer Bags for Cars, Natural Bamboo Car Air Freshener\", \"asin\": \"B08XGLJQBB\", \"price\": \"$23.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"NIYIKOW Charcoal Bags Odor Absorber (Large, 4Pack x 200g), Nature Fresh Bamboo Charcoal Air Purifying Bags, Activated Charcoal Odor Absorber for Home, Car, Closet, Pets, Basement Odor Eliminator -Grey\", \"asin\": \"B08CL39T78\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Bridgewater Candle Sachet Air Freshener Bag for Home or Car 6 Pack-Sweet Grace\", \"asin\": \"B08W8M61M1\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! E300877301 Dual Scented Oil Wick, New Car/Cool Breeze\", \"asin\": \"B005EMMON0\", \"price\": \"$8.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Drift Car Air Freshener - Stone Air Freshener - Car Odor Eliminator - Amber Scent Starter Kit\", \"asin\": \"B0C1HFX3JN\", \"price\": \"$18.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pro Scent Professional Air Freshener Pads - New Car Refresh (60 Pads Per Pack)\", \"asin\": \"B07HRZ9X7Y\", \"price\": \"$21.49\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 19 left in stock - order soon.\"},\n{\"title\": \"Arm & Hammer Odor Busterz Forest Pine (3 count)\", \"asin\": \"B0D8QPM6KZ\", \"price\": \"$9.06\"},\n{\"title\": \"The Original CareBag Vomit Bag with Super Absorbent Pad, Box of 20 Bags \\u2013 Absorbent Emesis Bag for Emergency \\u2013 Medical Grade, Disposable Nausea Bag for Travel \\u2013 Barf Bags for the Car, Uber, & Lyft\", \"asin\": \"B0051AZZCM\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"YGDZ 22 Pack Disposable Vomit Bags - 1000ml Emesis Bags for Car Travel, Pregnant Women, Kids, Taxis Drivers\", \"asin\": \"B07QTFL267\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOBWOLF 2PCS 25x80cm / 9.8x31.5in Mesh Storage Pocket Bag with Tape Sticker, Hook & Loop Elastic Cargo Net RV Netting Pocket, High Capacity Car Trunk Net Wall Sticker Pouch Bag For Car RV Home Storage\", \"asin\": \"B0BGP1QYS6\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Leather Honey Leather Conditioner, Since 1968. for All Leather Items Including Auto, Furniture, Shoes, Purses and Tack. Non-Toxic and Made in The USA / 8 Fl Oz (Pack of 1)\", \"asin\": \"B003IS3HV0\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Dog Car Barrier, 50\\\" Wide See Through Car Divider Back Seat for Cargo Area,Travel Trunk Backseat Car Net Mesh Separator for Dogs, Pet Restraint Car Net Barrier for Small SUVs or CUVs Cargo\", \"asin\": \"B0CZ42X8DF\", \"price\": \"$62.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"60PCS Easy Stick-On Disposable Car Trash Bag, Leakproof Vomit Bag, Beautiful Kitchen Storage Bag, Durable, Suitable for Cars, Kitchens, Bedrooms, Study Rooms, Travel, Camping, Office Spaces\", \"asin\": \"B089Q5SSPN\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Amelity Car Seat Back Storage Hook, Purse Holder for Car, Car Seat Hooks for Purses and Bags, Car Seat Hooks for Headrest (Beige-2 Pack)\", \"asin\": \"B0DB1B5F5S\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Seat Back Hanging Bag Car Document Holder Multi-Pocket Bottle Bag Storage Box Organizer Travel Tidy Pouch Pocket Kids\", \"asin\": \"B0BWWKFNWX\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:48:27.359Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-25T20:48:27.359Z	input	refresh bag for car	rule	train	1,389	2025-04-25T20:48:27.359Z	input	refresh bag for car	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} {"timestamp": "2025-04-23T00:10:42.396Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-23T00:12:23.996Z", "action": "input", "action_argument": "laptop sleeve 14 inch"} {"timestamp": "2025-04-23T00:12:24.204Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-23T00:14:58.140Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-23T00:17:50.468Z", "action": "input", "action_argument": "baggu laptop sleeve 14 inch"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-25T20:48:11.683Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:11.897Z", "action": "click", "action_argument": "search"} <\|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": "refresh bag for car"}], "cart_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$17.99", "quantity": "1"}, {"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)", "asin": "B0CJVDKJYD", "price": "$36.99", "quantity": "1"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "quantity": "1"}, {"title": "medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea", "asin": "B0DGTMR754", "price": "$19.00", "quantity": "1"}, {"title": "CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces", "asin": "B0C63HWV6Z", "price": "$68.00", "quantity": "1"}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "promotion_items": [{"title": "12 Pack Bamboo Air Purifying Bag, Activated Charcoal Bags Odor Absorber, Moisture Absorber, Natural Car Air Freshener, Shoe Deodorizer, Odor Eliminators For Home, Pet, Closet (6x50g, 6x150g)", "asin": "B082KC4JT2", "price": "$22.78", "quantity": ""}, {"title": "Activated Charcoal Odor Absorber 8 Pack, Nature Bamboo Charcoal Air Purifying Bag, Odor Eliminator Smell Remove Air Freshener, Moisture Absorber Deodorizer for Room, Closet, Car, Smoke, Shoe", "asin": "B08XB4G6RK", "price": "$17.99", "quantity": ""}, {"title": "1000g Large Bamboo Charcoal Air Purifier Bag - Car Deodorizer/Freshener - Remove Odor & Control Moisture in RV, Camper, SUV, Truck, Closet, Mobile Home, Storage - Non-Fragrant 1kg\n35.2 Ounce (Pack of 1)", "asin": "B086H3FW7T", "price": "$22.99", "quantity": ""}, {"title": "Moisture Absorbers Bag, Hanging Closet Dehumidifier Bags for Car, Bathrooms, Humidity Packs with Fresh Fragrance, 9.8OZ, 3 Pack", "asin": "B0DSPKMS87", "price": "$9.99", "quantity": ""}, {"title": "Moso Natural Air Purifying Bag 200g \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags Cover 90sqft", "asin": "B086FMGJ8S", "price": "$11.95", "quantity": ""}, {"title": "TOBWOLF 2PCS 25x80cm / 9.8x31.5in Mesh Storage Pocket Bag with Tape Sticker, Hook & Loop Elastic Cargo Net RV Netting Pocket, High Capacity Car Trunk Net Wall Sticker Pouch Bag For Car RV Home Storage", "asin": "B0BGP1QYS6", "price": "$17.99", "quantity": ""}, {"title": "Amelity Car Seat Back Storage Hook, Purse Holder for Car, Car Seat Hooks for Purses and Bags, Car Seat Hooks for Headrest (Beige-2 Pack)", "asin": "B0DB1B5F5S", "price": "$11.89", "quantity": ""}, {"title": "2 Pack Car Seat Headrest Hooks - Double Hook Holder for Purses & Bags, Car Organization Accessories, Black", "asin": "B0DDH2SFV2", "price": "$5.99", "quantity": ""}, {"title": "Chemical Guys HOL 111 JetSeal & Pete's 53 Paint Protection and Shine Kit, Safe for Cars, Trucks, Motorcycles, RVs & More (6 Items)", "asin": "B018M31X48", "price": "$79.99", "quantity": ""}, {"title": "Classic Car Duster with Solid Wood Handle Includes Storage Case - Popular Detailers Choice", "asin": "B01LMJSNWY", "price": "$28.99", "quantity": ""}], "search_results": [{"title": "Refresh Your Car! Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free", "asin": "B08XJ3J63H", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Moso Natural Car Air Freshener and Deodorizer \| Long Lasting Bamboo Charcoal Odor Absorber \| Non Toxic Odor Eliminator for Cars \| Scent Free Air Purifying Bag", "asin": "B0BJSJLKB5", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Fresh Wave Lavender Odor Eliminating & Deodorizing Packs \| Bag of 6 \| Safer Odor Relief for Small Spaces \| Natural Plant-Based Odor Eliminator \| Odor Absorbers for Home", "asin": "B079SKD314", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "1000g Large Bamboo Charcoal Air Purifier Bag - Car Deodorizer/Freshener - Remove Odor & Control Moisture in RV, Camper, SUV, Truck, Closet, Mobile Home, Storage - Non-Fragrant 1kg", "asin": "B086H3FW7T", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "COCORR\u00cdNA Scented Sachet - Set of 3 Sandalwood Rose/Clean Linen/White Lotus - Scented Sachet Bags, Car Air Freshener Scented Gift Sets for Car Drawer", "asin": "B0BVZC895W", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Meguiar's G16402 Whole Car Air Re-Fresher Odor Eliminator Mist, New Car Scent, 2 Fluid Ounces", "asin": "B00G49DVGG", "price": "$7.88", "delivery": "FREE delivery Mon, Apr 28"}, {"title": "Refresh Your Car Air Freshener Vent Sticks, New Car / Cool Breeze Scent, 6 Pack", "asin": "B00FB07RXC", "price": "$3.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Meguiar's Whole Car Air Refresher, Car Odor Eliminator Spray Permanently Eliminates Unwanted Vehicle Odors Throughout Your Interior, Black Chrome Scent, 2 Oz Aerosol Canister", "asin": "B06WRSV3FB", "price": "$6.98", "delivery": "FREE delivery Mon, Apr 28"}, {"title": "SCENTORINI Scented Sachets for Drawers and Closets, Baby Powder Scent 14 Pack, Long-Lasting Sachets Bags Wardrobe Freshener, for Drawers, Closets, Cars", "asin": "B0DT47PF8B", "price": "$11.99", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 9 left in stock - order soon."}, {"title": "Activated Charcoal Odor Absorber 8 Pack, Nature Bamboo Charcoal Air Purifying Bag, Odor Eliminator Smell Remove Air Freshener, Moisture Absorber Deodorizer for Room, Closet, Car, Smoke, Shoe", "asin": "B08XB4G6RK", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Car Vent Storage Bag with Flower Design PU Leather Organizer for Car Dashboard, Air Vent Mounted Lightweight Storage Pouch Box with Hook", "asin": "B0F42QXLLD", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Professional New Car Scent Air Freshener Pads \u2013 Long-Lasting Odor Eliminators for Cars, Homes, and Offices \u2013 60 Heavy-Duty Pads for Musty Smells", "asin": "B013417BMG", "price": "$22.95"}, {"title": "Refresh Your Car! 84941 New Car Scent Scented Gel Air Freshener, 4.5 oz, 4 Pack", "asin": "B01CKLLNZM", "price": "$15.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items Only 3 left in stock - order soon."}, {"title": "Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 4 Auto Dual Scent Vent Sticks, New Car and Cool Breeze Scent, Refresh Your Car", "asin": "B008N6XHM6", "price": "$7.00", "delivery": "FREE delivery May 2 - 6"}, {"title": "Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Summer Breeze/Alpine Meadow Scent, 6 Sticks", "asin": "B00DZ64HQ4", "price": "$12.85", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Only 2 left in stock (more on the way)."}, {"title": "drift Car Air Freshener - Wood Air Freshener - Car Odor Eliminator - Grove Scent Starter Kit Black", "asin": "B0C1HGGJ1W", "price": "$12.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Faraday Pouch for Car Keys, Faraday Bag, Car RFID Signal Blocking Holder, Key Fob Protector, Key fob cage Block Signal Anti-Theft Fob Case (2 Pack)", "asin": "B0B4DCLY87", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Kingfun Rooftop Cargo Carrier - Waterproof 15 Cubic Feet Car Roof Bag for All Vechicles with/Without Racks, Includes Anti-Slip Mat, 8 Reinforced Straps, 6 Door Hooks, Luggage Lock", "asin": "B0DD6FSDJV", "price": "$89.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Refresh Your Car! Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free", "asin": "B08XJ3J63H", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Refresh Your Car Air Freshener Vent Sticks, Fresh Linen Scent, 4 Pack", "asin": "B001CUVU3S", "price": "$4.45", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Refresh Your Car! Gel Can Air Freshener (Lightning Bolt/Ice Storm Scent, 5 oz)", "asin": "B01MTDH3OD", "price": "$3.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Refresh Your Car! (86588) New Car Vent Stick Air Freshener, (Pack of 6)", "asin": "B00OFM767E", "price": "$18.99", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 3 left in stock - order soon."}, {"title": "Moso Natural Air Purifying Bag 200g \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags Cover 90sqft", "asin": "B086FMGJ8S", "price": "$11.95", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Refresh Your Car Air Freshener Vent Sticks, Very Cherry Scent, 6 Pack", "asin": "B00FB07R8W", "price": "$4.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Acrux7 Vomit Bags Disposable for Car 100 Pack Emesis Bag 1000ml Throw Up Bags Disposable Air/Car Sickness Bags for Travel Car Sea Air Motion Sickness Morning Sickness (Blue)", "asin": "B0DG8L1CWT", "price": "$25.99", "delivery": "FREE delivery Tue, Apr 29 Only 3 left in stock - order soon."}, {"title": "Refresh Your Car Discrete Odor Eliminating Ring (Lightning Bolt, 2 Packs)", "asin": "B0C1QHD1SN", "price": "$16.62", "delivery": "FREE delivery Mon, May 5 Or fastest delivery Apr 29 - May 1 Only 1 left in stock - order soon."}, {"title": "Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, New Car/Cool Breeze Scent, 6 Sticks", "asin": "B00DZTIPF0", "price": "$5.94", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 15 left in stock - order soon."}, {"title": "Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Fresh Strawberry/Cool Lemonade Scent, 6 Sticks", "asin": "B00DZT3A96", "price": "$11.94", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 2 left in stock - order soon."}, {"title": "Refresh Your Car! E300865304 Dual Scent Diffuser, New Car/Cool Breeze", "asin": "B00FQT3MY6", "price": "$7.50", "delivery": "FREE delivery Mon, Apr 28 Only 1 left in stock - order soon."}, {"title": "Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 4 Packs)", "asin": "B0C1QHDGGB", "price": "$28.65", "delivery": "FREE delivery Apr 29 - May 2"}, {"title": "Car Trash Bag, Car Garbage Bag, Car Trash Bag Hanging, Waterproof Car Back Seat Organizer, Car Trash Can for Car Accessories, Vehicle, Travelling, Camping, Eucalyptus Palm Leaves", "asin": "B0C7H71CNC", "price": "$11.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Refresh Your Car! E300863600 Active Odor Elimination 16.2 oz Trigger Spray, Grapefruit", "asin": "B01CYAGDWW", "price": "$7.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Refresh Your Car Air Freshener Vent Sticks, Lightning Bolt / Ice Storm Scent, 6 Pack", "asin": "B01N4SF650", "price": "$4.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "bmbu Charcoal Shoe Deodorizers - Activated Natural Bamboo Air Purifying Bag Insert for Sneakers Oder Eliminator Mini Bags -Absorber/Freshener for Gym Bag,Drawer,Closet,Car,Home, Cat Litter", "asin": "B07CR8NYWV", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 6 Auto Vent Sticks, Hawaiian Sunrise Scent, Refresh Your Car", "asin": "B01AKS03D0", "price": "$5.05", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Refresh Your Car! 84022 Fresh Strawberry/Cool Lemonade Scented Oil Diffuser, 4 Pack", "asin": "B00VIPNUYY", "price": "$17.45", "delivery": "FREE delivery Thu, May 1 Or fastest delivery Wed, Apr 30"}, {"title": "Airkeep Car Air Freshener - Cashmere Vanilla Scented Sachets for Drawer and Closet,Home Fragrance Sachets Gifts for Men Women Wardrobe,Car Fragrance", "asin": "B0DDT19XLR", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Refresh Your Car Air Freshener, Odor Eliminator, Scented Gel Can, New Car Scent, 4.5 Oz, Refresh Your Car, Multicolor, 1 Count (Pack of 2)", "asin": "B0CHMN14Y3", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Asani Air Purifier Bags with Bamboo Activated Charcoal (Purifying Pack of 4) \| Natural Air Freshener Deodorizer \| Moisture Absorber and Odor Eliminators for Home, Car, Refrigerator, Closet (200g Each)", "asin": "B07RXMKB3B", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 1 Pack)", "asin": "B0BYRFDCHJ", "price": "$12.56", "delivery": "FREE delivery Wed, May 7 Or fastest delivery Tue, Apr 29"}, {"title": "Refresh Your Car Discrete Odor Eliminating Ring (Very Cherry, 4 Packs)", "asin": "B0C1PRZSRK", "price": "$22.11", "delivery": "FREE delivery May 6 - 7 Only 20 left in stock - order soon."}, {"title": "Refresh Your Car! 84107 Scented Bullet, 4 Pack", "asin": "B01CKLLLFO", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Only 8 left in stock - order soon."}, {"title": "Willowbrook \| Fresh Scents Scented Sachet Packet \| Seaspray \| Air Freshener Bags for Drawers, Closets, Cars \| 6 Pack \| Long Lasting Home Fragrance", "asin": "B07MFMSTQP", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "6 PCs Shoe Deodorizer & Hamper Deodorizer Pills \|Moisture absorbers & odor eaters for shoes \| Recharge & Spill-free Refresher Balls for Sneakers, Closets, Boxing Gloves, Cars and Gym bags", "asin": "B0CVMZ741W", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Refresh Your Car! Refined Nights Air Refresheners 2 pk", "asin": "B08KWRXW8C", "price": "$7.08", "delivery": "$4.51 delivery Mon, May 5 Only 1 left in stock - order soon."}, {"title": "Vanilla Scented Sachets - 12 Pack, Long-Lasting Home Fragrance Sachet Bags, Large Fresh-Scented Packets, Sachets for Drawers and Closets", "asin": "B0C4YQ54NH", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Moso Natural Air Purifying Bag 200g (4 Pack) \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags", "asin": "B00FVXL7EO", "price": "$39.95", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Armor All Fresh FX Charcoal Bag Deodorizer (9 Count) - Charcoal Deodorizer Bags for Cars, Natural Bamboo Car Air Freshener", "asin": "B08XGLJQBB", "price": "$23.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "NIYIKOW Charcoal Bags Odor Absorber (Large, 4Pack x 200g), Nature Fresh Bamboo Charcoal Air Purifying Bags, Activated Charcoal Odor Absorber for Home, Car, Closet, Pets, Basement Odor Eliminator -Grey", "asin": "B08CL39T78", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Bridgewater Candle Sachet Air Freshener Bag for Home or Car 6 Pack-Sweet Grace", "asin": "B08W8M61M1", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Refresh Your Car! E300877301 Dual Scented Oil Wick, New Car/Cool Breeze", "asin": "B005EMMON0", "price": "$8.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Drift Car Air Freshener - Stone Air Freshener - Car Odor Eliminator - Amber Scent Starter Kit", "asin": "B0C1HFX3JN", "price": "$18.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pro Scent Professional Air Freshener Pads - New Car Refresh (60 Pads Per Pack)", "asin": "B07HRZ9X7Y", "price": "$21.49", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 19 left in stock - order soon."}, {"title": "Arm & Hammer Odor Busterz Forest Pine (3 count)", "asin": "B0D8QPM6KZ", "price": "$9.06"}, {"title": "The Original CareBag Vomit Bag with Super Absorbent Pad, Box of 20 Bags \u2013 Absorbent Emesis Bag for Emergency \u2013 Medical Grade, Disposable Nausea Bag for Travel \u2013 Barf Bags for the Car, Uber, & Lyft", "asin": "B0051AZZCM", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "YGDZ 22 Pack Disposable Vomit Bags - 1000ml Emesis Bags for Car Travel, Pregnant Women, Kids, Taxis Drivers", "asin": "B07QTFL267", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "TOBWOLF 2PCS 25x80cm / 9.8x31.5in Mesh Storage Pocket Bag with Tape Sticker, Hook & Loop Elastic Cargo Net RV Netting Pocket, High Capacity Car Trunk Net Wall Sticker Pouch Bag For Car RV Home Storage", "asin": "B0BGP1QYS6", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Leather Honey Leather Conditioner, Since 1968. for All Leather Items Including Auto, Furniture, Shoes, Purses and Tack. Non-Toxic and Made in The USA / 8 Fl Oz (Pack of 1)", "asin": "B003IS3HV0", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Dog Car Barrier, 50\" Wide See Through Car Divider Back Seat for Cargo Area,Travel Trunk Backseat Car Net Mesh Separator for Dogs, Pet Restraint Car Net Barrier for Small SUVs or CUVs Cargo", "asin": "B0CZ42X8DF", "price": "$62.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "60PCS Easy Stick-On Disposable Car Trash Bag, Leakproof Vomit Bag, Beautiful Kitchen Storage Bag, Durable, Suitable for Cars, Kitchens, Bedrooms, Study Rooms, Travel, Camping, Office Spaces", "asin": "B089Q5SSPN", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Amelity Car Seat Back Storage Hook, Purse Holder for Car, Car Seat Hooks for Purses and Bags, Car Seat Hooks for Headrest (Beige-2 Pack)", "asin": "B0DB1B5F5S", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Car Seat Back Hanging Bag Car Document Holder Multi-Pocket Bottle Bag Storage Box Organizer Travel Tidy Pouch Pocket Kids", "asin": "B0BWWKFNWX", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-25T20:48:27.359Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-25T20:48:27.359Z\",\"action\": \"input\",\"acion_argument\": \"refresh bag for car\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-25T20:48:27.359Z\",\"action\": \"input\",\"acion_argument\": \"refresh bag for car\",}</answer>", "index": 1389, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"refresh bag for car\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$68.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"12 Pack Bamboo Air Purifying Bag, Activated Charcoal Bags Odor Absorber, Moisture Absorber, Natural Car Air Freshener, Shoe Deodorizer, Odor Eliminators For Home, Pet, Closet (6x50g, 6x150g)\", \"asin\": \"B082KC4JT2\", \"price\": \"$22.78\", \"quantity\": \"\"},\n{\"title\": \"Activated Charcoal Odor Absorber 8 Pack, Nature Bamboo Charcoal Air Purifying Bag, Odor Eliminator Smell Remove Air Freshener, Moisture Absorber Deodorizer for Room, Closet, Car, Smoke, Shoe\", \"asin\": \"B08XB4G6RK\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"1000g Large Bamboo Charcoal Air Purifier Bag - Car Deodorizer/Freshener - Remove Odor & Control Moisture in RV, Camper, SUV, Truck, Closet, Mobile Home, Storage - Non-Fragrant 1kg\\n35.2 Ounce (Pack of 1)\", \"asin\": \"B086H3FW7T\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Moisture Absorbers Bag, Hanging Closet Dehumidifier Bags for Car, Bathrooms, Humidity Packs with Fresh Fragrance, 9.8OZ, 3 Pack\", \"asin\": \"B0DSPKMS87\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Moso Natural Air Purifying Bag 200g \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags Cover 90sqft\", \"asin\": \"B086FMGJ8S\", \"price\": \"$11.95\", \"quantity\": \"\"},\n{\"title\": \"TOBWOLF 2PCS 25x80cm / 9.8x31.5in Mesh Storage Pocket Bag with Tape Sticker, Hook & Loop Elastic Cargo Net RV Netting Pocket, High Capacity Car Trunk Net Wall Sticker Pouch Bag For Car RV Home Storage\", \"asin\": \"B0BGP1QYS6\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Amelity Car Seat Back Storage Hook, Purse Holder for Car, Car Seat Hooks for Purses and Bags, Car Seat Hooks for Headrest (Beige-2 Pack)\", \"asin\": \"B0DB1B5F5S\", \"price\": \"$11.89\", \"quantity\": \"\"},\n{\"title\": \"2 Pack Car Seat Headrest Hooks - Double Hook Holder for Purses & Bags, Car Organization Accessories, Black\", \"asin\": \"B0DDH2SFV2\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Chemical Guys HOL 111 JetSeal & Pete's 53 Paint Protection and Shine Kit, Safe for Cars, Trucks, Motorcycles, RVs & More (6 Items)\", \"asin\": \"B018M31X48\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Classic Car Duster with Solid Wood Handle Includes Storage Case - Popular Detailers Choice\", \"asin\": \"B01LMJSNWY\", \"price\": \"$28.99\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Refresh Your Car! Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free\", \"asin\": \"B08XJ3J63H\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Moso Natural Car Air Freshener and Deodorizer \| Long Lasting Bamboo Charcoal Odor Absorber \| Non Toxic Odor Eliminator for Cars \| Scent Free Air Purifying Bag\", \"asin\": \"B0BJSJLKB5\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Fresh Wave Lavender Odor Eliminating & Deodorizing Packs \| Bag of 6 \| Safer Odor Relief for Small Spaces \| Natural Plant-Based Odor Eliminator \| Odor Absorbers for Home\", \"asin\": \"B079SKD314\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"1000g Large Bamboo Charcoal Air Purifier Bag - Car Deodorizer/Freshener - Remove Odor & Control Moisture in RV, Camper, SUV, Truck, Closet, Mobile Home, Storage - Non-Fragrant 1kg\", \"asin\": \"B086H3FW7T\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"COCORR\\u00cdNA Scented Sachet - Set of 3 Sandalwood Rose/Clean Linen/White Lotus - Scented Sachet Bags, Car Air Freshener Scented Gift Sets for Car Drawer\", \"asin\": \"B0BVZC895W\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Meguiar's G16402 Whole Car Air Re-Fresher Odor Eliminator Mist, New Car Scent, 2 Fluid Ounces\", \"asin\": \"B00G49DVGG\", \"price\": \"$7.88\", \"delivery\": \"FREE delivery Mon, Apr 28\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, New Car / Cool Breeze Scent, 6 Pack\", \"asin\": \"B00FB07RXC\", \"price\": \"$3.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Meguiar's Whole Car Air Refresher, Car Odor Eliminator Spray Permanently Eliminates Unwanted Vehicle Odors Throughout Your Interior, Black Chrome Scent, 2 Oz Aerosol Canister\", \"asin\": \"B06WRSV3FB\", \"price\": \"$6.98\", \"delivery\": \"FREE delivery Mon, Apr 28\"},\n{\"title\": \"SCENTORINI Scented Sachets for Drawers and Closets, Baby Powder Scent 14 Pack, Long-Lasting Sachets Bags Wardrobe Freshener, for Drawers, Closets, Cars\", \"asin\": \"B0DT47PF8B\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 9 left in stock - order soon.\"},\n{\"title\": \"Activated Charcoal Odor Absorber 8 Pack, Nature Bamboo Charcoal Air Purifying Bag, Odor Eliminator Smell Remove Air Freshener, Moisture Absorber Deodorizer for Room, Closet, Car, Smoke, Shoe\", \"asin\": \"B08XB4G6RK\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Vent Storage Bag with Flower Design PU Leather Organizer for Car Dashboard, Air Vent Mounted Lightweight Storage Pouch Box with Hook\", \"asin\": \"B0F42QXLLD\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Professional New Car Scent Air Freshener Pads \\u2013 Long-Lasting Odor Eliminators for Cars, Homes, and Offices \\u2013 60 Heavy-Duty Pads for Musty Smells\", \"asin\": \"B013417BMG\", \"price\": \"$22.95\"},\n{\"title\": \"Refresh Your Car! 84941 New Car Scent Scented Gel Air Freshener, 4.5 oz, 4 Pack\", \"asin\": \"B01CKLLNZM\", \"price\": \"$15.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items Only 3 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 4 Auto Dual Scent Vent Sticks, New Car and Cool Breeze Scent, Refresh Your Car\", \"asin\": \"B008N6XHM6\", \"price\": \"$7.00\", \"delivery\": \"FREE delivery May 2 - 6\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Summer Breeze/Alpine Meadow Scent, 6 Sticks\", \"asin\": \"B00DZ64HQ4\", \"price\": \"$12.85\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Only 2 left in stock (more on the way).\"},\n{\"title\": \"drift Car Air Freshener - Wood Air Freshener - Car Odor Eliminator - Grove Scent Starter Kit Black\", \"asin\": \"B0C1HGGJ1W\", \"price\": \"$12.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Faraday Pouch for Car Keys, Faraday Bag, Car RFID Signal Blocking Holder, Key Fob Protector, Key fob cage Block Signal Anti-Theft Fob Case (2 Pack)\", \"asin\": \"B0B4DCLY87\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Kingfun Rooftop Cargo Carrier - Waterproof 15 Cubic Feet Car Roof Bag for All Vechicles with/Without Racks, Includes Anti-Slip Mat, 8 Reinforced Straps, 6 Door Hooks, Luggage Lock\", \"asin\": \"B0DD6FSDJV\", \"price\": \"$89.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Refresh Your Car! Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free\", \"asin\": \"B08XJ3J63H\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Fresh Linen Scent, 4 Pack\", \"asin\": \"B001CUVU3S\", \"price\": \"$4.45\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! Gel Can Air Freshener (Lightning Bolt/Ice Storm Scent, 5 oz)\", \"asin\": \"B01MTDH3OD\", \"price\": \"$3.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! (86588) New Car Vent Stick Air Freshener, (Pack of 6)\", \"asin\": \"B00OFM767E\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 3 left in stock - order soon.\"},\n{\"title\": \"Moso Natural Air Purifying Bag 200g \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags Cover 90sqft\", \"asin\": \"B086FMGJ8S\", \"price\": \"$11.95\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Very Cherry Scent, 6 Pack\", \"asin\": \"B00FB07R8W\", \"price\": \"$4.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Acrux7 Vomit Bags Disposable for Car 100 Pack Emesis Bag 1000ml Throw Up Bags Disposable Air/Car Sickness Bags for Travel Car Sea Air Motion Sickness Morning Sickness (Blue)\", \"asin\": \"B0DG8L1CWT\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Tue, Apr 29 Only 3 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Lightning Bolt, 2 Packs)\", \"asin\": \"B0C1QHD1SN\", \"price\": \"$16.62\", \"delivery\": \"FREE delivery Mon, May 5 Or fastest delivery Apr 29 - May 1 Only 1 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, New Car/Cool Breeze Scent, 6 Sticks\", \"asin\": \"B00DZTIPF0\", \"price\": \"$5.94\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 15 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Fresh Strawberry/Cool Lemonade Scent, 6 Sticks\", \"asin\": \"B00DZT3A96\", \"price\": \"$11.94\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 2 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car! E300865304 Dual Scent Diffuser, New Car/Cool Breeze\", \"asin\": \"B00FQT3MY6\", \"price\": \"$7.50\", \"delivery\": \"FREE delivery Mon, Apr 28 Only 1 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 4 Packs)\", \"asin\": \"B0C1QHDGGB\", \"price\": \"$28.65\", \"delivery\": \"FREE delivery Apr 29 - May 2\"},\n{\"title\": \"Car Trash Bag, Car Garbage Bag, Car Trash Bag Hanging, Waterproof Car Back Seat Organizer, Car Trash Can for Car Accessories, Vehicle, Travelling, Camping, Eucalyptus Palm Leaves\", \"asin\": \"B0C7H71CNC\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car! E300863600 Active Odor Elimination 16.2 oz Trigger Spray, Grapefruit\", \"asin\": \"B01CYAGDWW\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Lightning Bolt / Ice Storm Scent, 6 Pack\", \"asin\": \"B01N4SF650\", \"price\": \"$4.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"bmbu Charcoal Shoe Deodorizers - Activated Natural Bamboo Air Purifying Bag Insert for Sneakers Oder Eliminator Mini Bags -Absorber/Freshener for Gym Bag,Drawer,Closet,Car,Home, Cat Litter\", \"asin\": \"B07CR8NYWV\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 6 Auto Vent Sticks, Hawaiian Sunrise Scent, Refresh Your Car\", \"asin\": \"B01AKS03D0\", \"price\": \"$5.05\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! 84022 Fresh Strawberry/Cool Lemonade Scented Oil Diffuser, 4 Pack\", \"asin\": \"B00VIPNUYY\", \"price\": \"$17.45\", \"delivery\": \"FREE delivery Thu, May 1 Or fastest delivery Wed, Apr 30\"},\n{\"title\": \"Airkeep Car Air Freshener - Cashmere Vanilla Scented Sachets for Drawer and Closet,Home Fragrance Sachets Gifts for Men Women Wardrobe,Car Fragrance\", \"asin\": \"B0DDT19XLR\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Air Freshener, Odor Eliminator, Scented Gel Can, New Car Scent, 4.5 Oz, Refresh Your Car, Multicolor, 1 Count (Pack of 2)\", \"asin\": \"B0CHMN14Y3\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Asani Air Purifier Bags with Bamboo Activated Charcoal (Purifying Pack of 4) \| Natural Air Freshener Deodorizer \| Moisture Absorber and Odor Eliminators for Home, Car, Refrigerator, Closet (200g Each)\", \"asin\": \"B07RXMKB3B\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 1 Pack)\", \"asin\": \"B0BYRFDCHJ\", \"price\": \"$12.56\", \"delivery\": \"FREE delivery Wed, May 7 Or fastest delivery Tue, Apr 29\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Very Cherry, 4 Packs)\", \"asin\": \"B0C1PRZSRK\", \"price\": \"$22.11\", \"delivery\": \"FREE delivery May 6 - 7 Only 20 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car! 84107 Scented Bullet, 4 Pack\", \"asin\": \"B01CKLLLFO\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Only 8 left in stock - order soon.\"},\n{\"title\": \"Willowbrook \| Fresh Scents Scented Sachet Packet \| Seaspray \| Air Freshener Bags for Drawers, Closets, Cars \| 6 Pack \| Long Lasting Home Fragrance\", \"asin\": \"B07MFMSTQP\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"6 PCs Shoe Deodorizer & Hamper Deodorizer Pills \|Moisture absorbers & odor eaters for shoes \| Recharge & Spill-free Refresher Balls for Sneakers, Closets, Boxing Gloves, Cars and Gym bags\", \"asin\": \"B0CVMZ741W\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car! Refined Nights Air Refresheners 2 pk\", \"asin\": \"B08KWRXW8C\", \"price\": \"$7.08\", \"delivery\": \"$4.51 delivery Mon, May 5 Only 1 left in stock - order soon.\"},\n{\"title\": \"Vanilla Scented Sachets - 12 Pack, Long-Lasting Home Fragrance Sachet Bags, Large Fresh-Scented Packets, Sachets for Drawers and Closets\", \"asin\": \"B0C4YQ54NH\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Moso Natural Air Purifying Bag 200g (4 Pack) \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags\", \"asin\": \"B00FVXL7EO\", \"price\": \"$39.95\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Armor All Fresh FX Charcoal Bag Deodorizer (9 Count) - Charcoal Deodorizer Bags for Cars, Natural Bamboo Car Air Freshener\", \"asin\": \"B08XGLJQBB\", \"price\": \"$23.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"NIYIKOW Charcoal Bags Odor Absorber (Large, 4Pack x 200g), Nature Fresh Bamboo Charcoal Air Purifying Bags, Activated Charcoal Odor Absorber for Home, Car, Closet, Pets, Basement Odor Eliminator -Grey\", \"asin\": \"B08CL39T78\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Bridgewater Candle Sachet Air Freshener Bag for Home or Car 6 Pack-Sweet Grace\", \"asin\": \"B08W8M61M1\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! E300877301 Dual Scented Oil Wick, New Car/Cool Breeze\", \"asin\": \"B005EMMON0\", \"price\": \"$8.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Drift Car Air Freshener - Stone Air Freshener - Car Odor Eliminator - Amber Scent Starter Kit\", \"asin\": \"B0C1HFX3JN\", \"price\": \"$18.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pro Scent Professional Air Freshener Pads - New Car Refresh (60 Pads Per Pack)\", \"asin\": \"B07HRZ9X7Y\", \"price\": \"$21.49\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 19 left in stock - order soon.\"},\n{\"title\": \"Arm & Hammer Odor Busterz Forest Pine (3 count)\", \"asin\": \"B0D8QPM6KZ\", \"price\": \"$9.06\"},\n{\"title\": \"The Original CareBag Vomit Bag with Super Absorbent Pad, Box of 20 Bags \\u2013 Absorbent Emesis Bag for Emergency \\u2013 Medical Grade, Disposable Nausea Bag for Travel \\u2013 Barf Bags for the Car, Uber, & Lyft\", \"asin\": \"B0051AZZCM\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"YGDZ 22 Pack Disposable Vomit Bags - 1000ml Emesis Bags for Car Travel, Pregnant Women, Kids, Taxis Drivers\", \"asin\": \"B07QTFL267\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOBWOLF 2PCS 25x80cm / 9.8x31.5in Mesh Storage Pocket Bag with Tape Sticker, Hook & Loop Elastic Cargo Net RV Netting Pocket, High Capacity Car Trunk Net Wall Sticker Pouch Bag For Car RV Home Storage\", \"asin\": \"B0BGP1QYS6\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Leather Honey Leather Conditioner, Since 1968. for All Leather Items Including Auto, Furniture, Shoes, Purses and Tack. Non-Toxic and Made in The USA / 8 Fl Oz (Pack of 1)\", \"asin\": \"B003IS3HV0\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Dog Car Barrier, 50\\\" Wide See Through Car Divider Back Seat for Cargo Area,Travel Trunk Backseat Car Net Mesh Separator for Dogs, Pet Restraint Car Net Barrier for Small SUVs or CUVs Cargo\", \"asin\": \"B0CZ42X8DF\", \"price\": \"$62.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"60PCS Easy Stick-On Disposable Car Trash Bag, Leakproof Vomit Bag, Beautiful Kitchen Storage Bag, Durable, Suitable for Cars, Kitchens, Bedrooms, Study Rooms, Travel, Camping, Office Spaces\", \"asin\": \"B089Q5SSPN\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Amelity Car Seat Back Storage Hook, Purse Holder for Car, Car Seat Hooks for Purses and Bags, Car Seat Hooks for Headrest (Beige-2 Pack)\", \"asin\": \"B0DB1B5F5S\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Seat Back Hanging Bag Car Document Holder Multi-Pocket Bottle Bag Storage Box Organizer Travel Tidy Pouch Pocket Kids\", \"asin\": \"B0BWWKFNWX\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:48:27.359Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\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\"search_term\": [{\"term\": \"refresh bag for car\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$68.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"12 Pack Bamboo Air Purifying Bag, Activated Charcoal Bags Odor Absorber, Moisture Absorber, Natural Car Air Freshener, Shoe Deodorizer, Odor Eliminators For Home, Pet, Closet (6x50g, 6x150g)\", \"asin\": \"B082KC4JT2\", \"price\": \"$22.78\", \"quantity\": \"\"},\n{\"title\": \"Activated Charcoal Odor Absorber 8 Pack, Nature Bamboo Charcoal Air Purifying Bag, Odor Eliminator Smell Remove Air Freshener, Moisture Absorber Deodorizer for Room, Closet, Car, Smoke, Shoe\", \"asin\": \"B08XB4G6RK\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"1000g Large Bamboo Charcoal Air Purifier Bag - Car Deodorizer/Freshener - Remove Odor & Control Moisture in RV, Camper, SUV, Truck, Closet, Mobile Home, Storage - Non-Fragrant 1kg\\n35.2 Ounce (Pack of 1)\", \"asin\": \"B086H3FW7T\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Moisture Absorbers Bag, Hanging Closet Dehumidifier Bags for Car, Bathrooms, Humidity Packs with Fresh Fragrance, 9.8OZ, 3 Pack\", \"asin\": \"B0DSPKMS87\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Moso Natural Air Purifying Bag 200g \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags Cover 90sqft\", \"asin\": \"B086FMGJ8S\", \"price\": \"$11.95\", \"quantity\": \"\"},\n{\"title\": \"TOBWOLF 2PCS 25x80cm / 9.8x31.5in Mesh Storage Pocket Bag with Tape Sticker, Hook & Loop Elastic Cargo Net RV Netting Pocket, High Capacity Car Trunk Net Wall Sticker Pouch Bag For Car RV Home Storage\", \"asin\": \"B0BGP1QYS6\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Amelity Car Seat Back Storage Hook, Purse Holder for Car, Car Seat Hooks for Purses and Bags, Car Seat Hooks for Headrest (Beige-2 Pack)\", \"asin\": \"B0DB1B5F5S\", \"price\": \"$11.89\", \"quantity\": \"\"},\n{\"title\": \"2 Pack Car Seat Headrest Hooks - Double Hook Holder for Purses & Bags, Car Organization Accessories, Black\", \"asin\": \"B0DDH2SFV2\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Chemical Guys HOL 111 JetSeal & Pete's 53 Paint Protection and Shine Kit, Safe for Cars, Trucks, Motorcycles, RVs & More (6 Items)\", \"asin\": \"B018M31X48\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Classic Car Duster with Solid Wood Handle Includes Storage Case - Popular Detailers Choice\", \"asin\": \"B01LMJSNWY\", \"price\": \"$28.99\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Refresh Your Car! Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free\", \"asin\": \"B08XJ3J63H\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Moso Natural Car Air Freshener and Deodorizer \| Long Lasting Bamboo Charcoal Odor Absorber \| Non Toxic Odor Eliminator for Cars \| Scent Free Air Purifying Bag\", \"asin\": \"B0BJSJLKB5\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Fresh Wave Lavender Odor Eliminating & Deodorizing Packs \| Bag of 6 \| Safer Odor Relief for Small Spaces \| Natural Plant-Based Odor Eliminator \| Odor Absorbers for Home\", \"asin\": \"B079SKD314\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"1000g Large Bamboo Charcoal Air Purifier Bag - Car Deodorizer/Freshener - Remove Odor & Control Moisture in RV, Camper, SUV, Truck, Closet, Mobile Home, Storage - Non-Fragrant 1kg\", \"asin\": \"B086H3FW7T\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"COCORR\\u00cdNA Scented Sachet - Set of 3 Sandalwood Rose/Clean Linen/White Lotus - Scented Sachet Bags, Car Air Freshener Scented Gift Sets for Car Drawer\", \"asin\": \"B0BVZC895W\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Meguiar's G16402 Whole Car Air Re-Fresher Odor Eliminator Mist, New Car Scent, 2 Fluid Ounces\", \"asin\": \"B00G49DVGG\", \"price\": \"$7.88\", \"delivery\": \"FREE delivery Mon, Apr 28\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, New Car / Cool Breeze Scent, 6 Pack\", \"asin\": \"B00FB07RXC\", \"price\": \"$3.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Meguiar's Whole Car Air Refresher, Car Odor Eliminator Spray Permanently Eliminates Unwanted Vehicle Odors Throughout Your Interior, Black Chrome Scent, 2 Oz Aerosol Canister\", \"asin\": \"B06WRSV3FB\", \"price\": \"$6.98\", \"delivery\": \"FREE delivery Mon, Apr 28\"},\n{\"title\": \"SCENTORINI Scented Sachets for Drawers and Closets, Baby Powder Scent 14 Pack, Long-Lasting Sachets Bags Wardrobe Freshener, for Drawers, Closets, Cars\", \"asin\": \"B0DT47PF8B\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 9 left in stock - order soon.\"},\n{\"title\": \"Activated Charcoal Odor Absorber 8 Pack, Nature Bamboo Charcoal Air Purifying Bag, Odor Eliminator Smell Remove Air Freshener, Moisture Absorber Deodorizer for Room, Closet, Car, Smoke, Shoe\", \"asin\": \"B08XB4G6RK\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Vent Storage Bag with Flower Design PU Leather Organizer for Car Dashboard, Air Vent Mounted Lightweight Storage Pouch Box with Hook\", \"asin\": \"B0F42QXLLD\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Professional New Car Scent Air Freshener Pads \\u2013 Long-Lasting Odor Eliminators for Cars, Homes, and Offices \\u2013 60 Heavy-Duty Pads for Musty Smells\", \"asin\": \"B013417BMG\", \"price\": \"$22.95\"},\n{\"title\": \"Refresh Your Car! 84941 New Car Scent Scented Gel Air Freshener, 4.5 oz, 4 Pack\", \"asin\": \"B01CKLLNZM\", \"price\": \"$15.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items Only 3 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 4 Auto Dual Scent Vent Sticks, New Car and Cool Breeze Scent, Refresh Your Car\", \"asin\": \"B008N6XHM6\", \"price\": \"$7.00\", \"delivery\": \"FREE delivery May 2 - 6\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Summer Breeze/Alpine Meadow Scent, 6 Sticks\", \"asin\": \"B00DZ64HQ4\", \"price\": \"$12.85\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Only 2 left in stock (more on the way).\"},\n{\"title\": \"drift Car Air Freshener - Wood Air Freshener - Car Odor Eliminator - Grove Scent Starter Kit Black\", \"asin\": \"B0C1HGGJ1W\", \"price\": \"$12.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Faraday Pouch for Car Keys, Faraday Bag, Car RFID Signal Blocking Holder, Key Fob Protector, Key fob cage Block Signal Anti-Theft Fob Case (2 Pack)\", \"asin\": \"B0B4DCLY87\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Kingfun Rooftop Cargo Carrier - Waterproof 15 Cubic Feet Car Roof Bag for All Vechicles with/Without Racks, Includes Anti-Slip Mat, 8 Reinforced Straps, 6 Door Hooks, Luggage Lock\", \"asin\": \"B0DD6FSDJV\", \"price\": \"$89.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Refresh Your Car! Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free\", \"asin\": \"B08XJ3J63H\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Fresh Linen Scent, 4 Pack\", \"asin\": \"B001CUVU3S\", \"price\": \"$4.45\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! Gel Can Air Freshener (Lightning Bolt/Ice Storm Scent, 5 oz)\", \"asin\": \"B01MTDH3OD\", \"price\": \"$3.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! (86588) New Car Vent Stick Air Freshener, (Pack of 6)\", \"asin\": \"B00OFM767E\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 3 left in stock - order soon.\"},\n{\"title\": \"Moso Natural Air Purifying Bag 200g \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags Cover 90sqft\", \"asin\": \"B086FMGJ8S\", \"price\": \"$11.95\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Very Cherry Scent, 6 Pack\", \"asin\": \"B00FB07R8W\", \"price\": \"$4.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Acrux7 Vomit Bags Disposable for Car 100 Pack Emesis Bag 1000ml Throw Up Bags Disposable Air/Car Sickness Bags for Travel Car Sea Air Motion Sickness Morning Sickness (Blue)\", \"asin\": \"B0DG8L1CWT\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Tue, Apr 29 Only 3 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Lightning Bolt, 2 Packs)\", \"asin\": \"B0C1QHD1SN\", \"price\": \"$16.62\", \"delivery\": \"FREE delivery Mon, May 5 Or fastest delivery Apr 29 - May 1 Only 1 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, New Car/Cool Breeze Scent, 6 Sticks\", \"asin\": \"B00DZTIPF0\", \"price\": \"$5.94\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 15 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Fresh Strawberry/Cool Lemonade Scent, 6 Sticks\", \"asin\": \"B00DZT3A96\", \"price\": \"$11.94\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 2 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car! E300865304 Dual Scent Diffuser, New Car/Cool Breeze\", \"asin\": \"B00FQT3MY6\", \"price\": \"$7.50\", \"delivery\": \"FREE delivery Mon, Apr 28 Only 1 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 4 Packs)\", \"asin\": \"B0C1QHDGGB\", \"price\": \"$28.65\", \"delivery\": \"FREE delivery Apr 29 - May 2\"},\n{\"title\": \"Car Trash Bag, Car Garbage Bag, Car Trash Bag Hanging, Waterproof Car Back Seat Organizer, Car Trash Can for Car Accessories, Vehicle, Travelling, Camping, Eucalyptus Palm Leaves\", \"asin\": \"B0C7H71CNC\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car! E300863600 Active Odor Elimination 16.2 oz Trigger Spray, Grapefruit\", \"asin\": \"B01CYAGDWW\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Lightning Bolt / Ice Storm Scent, 6 Pack\", \"asin\": \"B01N4SF650\", \"price\": \"$4.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"bmbu Charcoal Shoe Deodorizers - Activated Natural Bamboo Air Purifying Bag Insert for Sneakers Oder Eliminator Mini Bags -Absorber/Freshener for Gym Bag,Drawer,Closet,Car,Home, Cat Litter\", \"asin\": \"B07CR8NYWV\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 6 Auto Vent Sticks, Hawaiian Sunrise Scent, Refresh Your Car\", \"asin\": \"B01AKS03D0\", \"price\": \"$5.05\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! 84022 Fresh Strawberry/Cool Lemonade Scented Oil Diffuser, 4 Pack\", \"asin\": \"B00VIPNUYY\", \"price\": \"$17.45\", \"delivery\": \"FREE delivery Thu, May 1 Or fastest delivery Wed, Apr 30\"},\n{\"title\": \"Airkeep Car Air Freshener - Cashmere Vanilla Scented Sachets for Drawer and Closet,Home Fragrance Sachets Gifts for Men Women Wardrobe,Car Fragrance\", \"asin\": \"B0DDT19XLR\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Air Freshener, Odor Eliminator, Scented Gel Can, New Car Scent, 4.5 Oz, Refresh Your Car, Multicolor, 1 Count (Pack of 2)\", \"asin\": \"B0CHMN14Y3\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Asani Air Purifier Bags with Bamboo Activated Charcoal (Purifying Pack of 4) \| Natural Air Freshener Deodorizer \| Moisture Absorber and Odor Eliminators for Home, Car, Refrigerator, Closet (200g Each)\", \"asin\": \"B07RXMKB3B\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 1 Pack)\", \"asin\": \"B0BYRFDCHJ\", \"price\": \"$12.56\", \"delivery\": \"FREE delivery Wed, May 7 Or fastest delivery Tue, Apr 29\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Very Cherry, 4 Packs)\", \"asin\": \"B0C1PRZSRK\", \"price\": \"$22.11\", \"delivery\": \"FREE delivery May 6 - 7 Only 20 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car! 84107 Scented Bullet, 4 Pack\", \"asin\": \"B01CKLLLFO\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Only 8 left in stock - order soon.\"},\n{\"title\": \"Willowbrook \| Fresh Scents Scented Sachet Packet \| Seaspray \| Air Freshener Bags for Drawers, Closets, Cars \| 6 Pack \| Long Lasting Home Fragrance\", \"asin\": \"B07MFMSTQP\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"6 PCs Shoe Deodorizer & Hamper Deodorizer Pills \|Moisture absorbers & odor eaters for shoes \| Recharge & Spill-free Refresher Balls for Sneakers, Closets, Boxing Gloves, Cars and Gym bags\", \"asin\": \"B0CVMZ741W\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car! Refined Nights Air Refresheners 2 pk\", \"asin\": \"B08KWRXW8C\", \"price\": \"$7.08\", \"delivery\": \"$4.51 delivery Mon, May 5 Only 1 left in stock - order soon.\"},\n{\"title\": \"Vanilla Scented Sachets - 12 Pack, Long-Lasting Home Fragrance Sachet Bags, Large Fresh-Scented Packets, Sachets for Drawers and Closets\", \"asin\": \"B0C4YQ54NH\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Moso Natural Air Purifying Bag 200g (4 Pack) \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags\", \"asin\": \"B00FVXL7EO\", \"price\": \"$39.95\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Armor All Fresh FX Charcoal Bag Deodorizer (9 Count) - Charcoal Deodorizer Bags for Cars, Natural Bamboo Car Air Freshener\", \"asin\": \"B08XGLJQBB\", \"price\": \"$23.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"NIYIKOW Charcoal Bags Odor Absorber (Large, 4Pack x 200g), Nature Fresh Bamboo Charcoal Air Purifying Bags, Activated Charcoal Odor Absorber for Home, Car, Closet, Pets, Basement Odor Eliminator -Grey\", \"asin\": \"B08CL39T78\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Bridgewater Candle Sachet Air Freshener Bag for Home or Car 6 Pack-Sweet Grace\", \"asin\": \"B08W8M61M1\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! E300877301 Dual Scented Oil Wick, New Car/Cool Breeze\", \"asin\": \"B005EMMON0\", \"price\": \"$8.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Drift Car Air Freshener - Stone Air Freshener - Car Odor Eliminator - Amber Scent Starter Kit\", \"asin\": \"B0C1HFX3JN\", \"price\": \"$18.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pro Scent Professional Air Freshener Pads - New Car Refresh (60 Pads Per Pack)\", \"asin\": \"B07HRZ9X7Y\", \"price\": \"$21.49\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 19 left in stock - order soon.\"},\n{\"title\": \"Arm & Hammer Odor Busterz Forest Pine (3 count)\", \"asin\": \"B0D8QPM6KZ\", \"price\": \"$9.06\"},\n{\"title\": \"The Original CareBag Vomit Bag with Super Absorbent Pad, Box of 20 Bags \\u2013 Absorbent Emesis Bag for Emergency \\u2013 Medical Grade, Disposable Nausea Bag for Travel \\u2013 Barf Bags for the Car, Uber, & Lyft\", \"asin\": \"B0051AZZCM\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"YGDZ 22 Pack Disposable Vomit Bags - 1000ml Emesis Bags for Car Travel, Pregnant Women, Kids, Taxis Drivers\", \"asin\": \"B07QTFL267\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOBWOLF 2PCS 25x80cm / 9.8x31.5in Mesh Storage Pocket Bag with Tape Sticker, Hook & Loop Elastic Cargo Net RV Netting Pocket, High Capacity Car Trunk Net Wall Sticker Pouch Bag For Car RV Home Storage\", \"asin\": \"B0BGP1QYS6\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Leather Honey Leather Conditioner, Since 1968. for All Leather Items Including Auto, Furniture, Shoes, Purses and Tack. Non-Toxic and Made in The USA / 8 Fl Oz (Pack of 1)\", \"asin\": \"B003IS3HV0\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Dog Car Barrier, 50\\\" Wide See Through Car Divider Back Seat for Cargo Area,Travel Trunk Backseat Car Net Mesh Separator for Dogs, Pet Restraint Car Net Barrier for Small SUVs or CUVs Cargo\", \"asin\": \"B0CZ42X8DF\", \"price\": \"$62.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"60PCS Easy Stick-On Disposable Car Trash Bag, Leakproof Vomit Bag, Beautiful Kitchen Storage Bag, Durable, Suitable for Cars, Kitchens, Bedrooms, Study Rooms, Travel, Camping, Office Spaces\", \"asin\": \"B089Q5SSPN\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Amelity Car Seat Back Storage Hook, Purse Holder for Car, Car Seat Hooks for Purses and Bags, Car Seat Hooks for Headrest (Beige-2 Pack)\", \"asin\": \"B0DB1B5F5S\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Seat Back Hanging Bag Car Document Holder Multi-Pocket Bottle Bag Storage Box Organizer Travel Tidy Pouch Pocket Kids\", \"asin\": \"B0BWWKFNWX\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:48:34.299Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-25T20:48:34.299Z	input	cooler bag in cal	rule	train	1,390	2025-04-25T20:48:34.299Z	input	cooler bag in cal	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} {"timestamp": "2025-04-23T00:10:42.396Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-23T00:12:23.996Z", "action": "input", "action_argument": "laptop sleeve 14 inch"} {"timestamp": "2025-04-23T00:12:24.204Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-23T00:14:58.140Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-23T00:17:50.468Z", "action": "input", "action_argument": "baggu laptop sleeve 14 inch"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-25T20:48:11.683Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:11.897Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:27.359Z", "action": "input", "action_argument": "refresh bag for car"} <\|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": "refresh bag for car"}], "cart_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$17.99", "quantity": "1"}, {"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)", "asin": "B0CJVDKJYD", "price": "$36.99", "quantity": "1"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "quantity": "1"}, {"title": "medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea", "asin": "B0DGTMR754", "price": "$19.00", "quantity": "1"}, {"title": "CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces", "asin": "B0C63HWV6Z", "price": "$68.00", "quantity": "1"}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "promotion_items": [{"title": "12 Pack Bamboo Air Purifying Bag, Activated Charcoal Bags Odor Absorber, Moisture Absorber, Natural Car Air Freshener, Shoe Deodorizer, Odor Eliminators For Home, Pet, Closet (6x50g, 6x150g)", "asin": "B082KC4JT2", "price": "$22.78", "quantity": ""}, {"title": "Activated Charcoal Odor Absorber 8 Pack, Nature Bamboo Charcoal Air Purifying Bag, Odor Eliminator Smell Remove Air Freshener, Moisture Absorber Deodorizer for Room, Closet, Car, Smoke, Shoe", "asin": "B08XB4G6RK", "price": "$17.99", "quantity": ""}, {"title": "1000g Large Bamboo Charcoal Air Purifier Bag - Car Deodorizer/Freshener - Remove Odor & Control Moisture in RV, Camper, SUV, Truck, Closet, Mobile Home, Storage - Non-Fragrant 1kg\n35.2 Ounce (Pack of 1)", "asin": "B086H3FW7T", "price": "$22.99", "quantity": ""}, {"title": "Moisture Absorbers Bag, Hanging Closet Dehumidifier Bags for Car, Bathrooms, Humidity Packs with Fresh Fragrance, 9.8OZ, 3 Pack", "asin": "B0DSPKMS87", "price": "$9.99", "quantity": ""}, {"title": "Moso Natural Air Purifying Bag 200g \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags Cover 90sqft", "asin": "B086FMGJ8S", "price": "$11.95", "quantity": ""}, {"title": "TOBWOLF 2PCS 25x80cm / 9.8x31.5in Mesh Storage Pocket Bag with Tape Sticker, Hook & Loop Elastic Cargo Net RV Netting Pocket, High Capacity Car Trunk Net Wall Sticker Pouch Bag For Car RV Home Storage", "asin": "B0BGP1QYS6", "price": "$17.99", "quantity": ""}, {"title": "Amelity Car Seat Back Storage Hook, Purse Holder for Car, Car Seat Hooks for Purses and Bags, Car Seat Hooks for Headrest (Beige-2 Pack)", "asin": "B0DB1B5F5S", "price": "$11.89", "quantity": ""}, {"title": "2 Pack Car Seat Headrest Hooks - Double Hook Holder for Purses & Bags, Car Organization Accessories, Black", "asin": "B0DDH2SFV2", "price": "$5.99", "quantity": ""}, {"title": "Chemical Guys HOL 111 JetSeal & Pete's 53 Paint Protection and Shine Kit, Safe for Cars, Trucks, Motorcycles, RVs & More (6 Items)", "asin": "B018M31X48", "price": "$79.99", "quantity": ""}, {"title": "Classic Car Duster with Solid Wood Handle Includes Storage Case - Popular Detailers Choice", "asin": "B01LMJSNWY", "price": "$28.99", "quantity": ""}], "search_results": [{"title": "Refresh Your Car! Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free", "asin": "B08XJ3J63H", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Moso Natural Car Air Freshener and Deodorizer \| Long Lasting Bamboo Charcoal Odor Absorber \| Non Toxic Odor Eliminator for Cars \| Scent Free Air Purifying Bag", "asin": "B0BJSJLKB5", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Fresh Wave Lavender Odor Eliminating & Deodorizing Packs \| Bag of 6 \| Safer Odor Relief for Small Spaces \| Natural Plant-Based Odor Eliminator \| Odor Absorbers for Home", "asin": "B079SKD314", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "1000g Large Bamboo Charcoal Air Purifier Bag - Car Deodorizer/Freshener - Remove Odor & Control Moisture in RV, Camper, SUV, Truck, Closet, Mobile Home, Storage - Non-Fragrant 1kg", "asin": "B086H3FW7T", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "COCORR\u00cdNA Scented Sachet - Set of 3 Sandalwood Rose/Clean Linen/White Lotus - Scented Sachet Bags, Car Air Freshener Scented Gift Sets for Car Drawer", "asin": "B0BVZC895W", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Meguiar's G16402 Whole Car Air Re-Fresher Odor Eliminator Mist, New Car Scent, 2 Fluid Ounces", "asin": "B00G49DVGG", "price": "$7.88", "delivery": "FREE delivery Mon, Apr 28"}, {"title": "Refresh Your Car Air Freshener Vent Sticks, New Car / Cool Breeze Scent, 6 Pack", "asin": "B00FB07RXC", "price": "$3.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Meguiar's Whole Car Air Refresher, Car Odor Eliminator Spray Permanently Eliminates Unwanted Vehicle Odors Throughout Your Interior, Black Chrome Scent, 2 Oz Aerosol Canister", "asin": "B06WRSV3FB", "price": "$6.98", "delivery": "FREE delivery Mon, Apr 28"}, {"title": "SCENTORINI Scented Sachets for Drawers and Closets, Baby Powder Scent 14 Pack, Long-Lasting Sachets Bags Wardrobe Freshener, for Drawers, Closets, Cars", "asin": "B0DT47PF8B", "price": "$11.99", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 9 left in stock - order soon."}, {"title": "Activated Charcoal Odor Absorber 8 Pack, Nature Bamboo Charcoal Air Purifying Bag, Odor Eliminator Smell Remove Air Freshener, Moisture Absorber Deodorizer for Room, Closet, Car, Smoke, Shoe", "asin": "B08XB4G6RK", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Car Vent Storage Bag with Flower Design PU Leather Organizer for Car Dashboard, Air Vent Mounted Lightweight Storage Pouch Box with Hook", "asin": "B0F42QXLLD", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Professional New Car Scent Air Freshener Pads \u2013 Long-Lasting Odor Eliminators for Cars, Homes, and Offices \u2013 60 Heavy-Duty Pads for Musty Smells", "asin": "B013417BMG", "price": "$22.95"}, {"title": "Refresh Your Car! 84941 New Car Scent Scented Gel Air Freshener, 4.5 oz, 4 Pack", "asin": "B01CKLLNZM", "price": "$15.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items Only 3 left in stock - order soon."}, {"title": "Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 4 Auto Dual Scent Vent Sticks, New Car and Cool Breeze Scent, Refresh Your Car", "asin": "B008N6XHM6", "price": "$7.00", "delivery": "FREE delivery May 2 - 6"}, {"title": "Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Summer Breeze/Alpine Meadow Scent, 6 Sticks", "asin": "B00DZ64HQ4", "price": "$12.85", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Only 2 left in stock (more on the way)."}, {"title": "drift Car Air Freshener - Wood Air Freshener - Car Odor Eliminator - Grove Scent Starter Kit Black", "asin": "B0C1HGGJ1W", "price": "$12.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Faraday Pouch for Car Keys, Faraday Bag, Car RFID Signal Blocking Holder, Key Fob Protector, Key fob cage Block Signal Anti-Theft Fob Case (2 Pack)", "asin": "B0B4DCLY87", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Kingfun Rooftop Cargo Carrier - Waterproof 15 Cubic Feet Car Roof Bag for All Vechicles with/Without Racks, Includes Anti-Slip Mat, 8 Reinforced Straps, 6 Door Hooks, Luggage Lock", "asin": "B0DD6FSDJV", "price": "$89.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Refresh Your Car! Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free", "asin": "B08XJ3J63H", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Refresh Your Car Air Freshener Vent Sticks, Fresh Linen Scent, 4 Pack", "asin": "B001CUVU3S", "price": "$4.45", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Refresh Your Car! Gel Can Air Freshener (Lightning Bolt/Ice Storm Scent, 5 oz)", "asin": "B01MTDH3OD", "price": "$3.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Refresh Your Car! (86588) New Car Vent Stick Air Freshener, (Pack of 6)", "asin": "B00OFM767E", "price": "$18.99", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 3 left in stock - order soon."}, {"title": "Moso Natural Air Purifying Bag 200g \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags Cover 90sqft", "asin": "B086FMGJ8S", "price": "$11.95", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Refresh Your Car Air Freshener Vent Sticks, Very Cherry Scent, 6 Pack", "asin": "B00FB07R8W", "price": "$4.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Acrux7 Vomit Bags Disposable for Car 100 Pack Emesis Bag 1000ml Throw Up Bags Disposable Air/Car Sickness Bags for Travel Car Sea Air Motion Sickness Morning Sickness (Blue)", "asin": "B0DG8L1CWT", "price": "$25.99", "delivery": "FREE delivery Tue, Apr 29 Only 3 left in stock - order soon."}, {"title": "Refresh Your Car Discrete Odor Eliminating Ring (Lightning Bolt, 2 Packs)", "asin": "B0C1QHD1SN", "price": "$16.62", "delivery": "FREE delivery Mon, May 5 Or fastest delivery Apr 29 - May 1 Only 1 left in stock - order soon."}, {"title": "Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, New Car/Cool Breeze Scent, 6 Sticks", "asin": "B00DZTIPF0", "price": "$5.94", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 15 left in stock - order soon."}, {"title": "Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Fresh Strawberry/Cool Lemonade Scent, 6 Sticks", "asin": "B00DZT3A96", "price": "$11.94", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 2 left in stock - order soon."}, {"title": "Refresh Your Car! E300865304 Dual Scent Diffuser, New Car/Cool Breeze", "asin": "B00FQT3MY6", "price": "$7.50", "delivery": "FREE delivery Mon, Apr 28 Only 1 left in stock - order soon."}, {"title": "Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 4 Packs)", "asin": "B0C1QHDGGB", "price": "$28.65", "delivery": "FREE delivery Apr 29 - May 2"}, {"title": "Car Trash Bag, Car Garbage Bag, Car Trash Bag Hanging, Waterproof Car Back Seat Organizer, Car Trash Can for Car Accessories, Vehicle, Travelling, Camping, Eucalyptus Palm Leaves", "asin": "B0C7H71CNC", "price": "$11.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Refresh Your Car! E300863600 Active Odor Elimination 16.2 oz Trigger Spray, Grapefruit", "asin": "B01CYAGDWW", "price": "$7.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Refresh Your Car Air Freshener Vent Sticks, Lightning Bolt / Ice Storm Scent, 6 Pack", "asin": "B01N4SF650", "price": "$4.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "bmbu Charcoal Shoe Deodorizers - Activated Natural Bamboo Air Purifying Bag Insert for Sneakers Oder Eliminator Mini Bags -Absorber/Freshener for Gym Bag,Drawer,Closet,Car,Home, Cat Litter", "asin": "B07CR8NYWV", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 6 Auto Vent Sticks, Hawaiian Sunrise Scent, Refresh Your Car", "asin": "B01AKS03D0", "price": "$5.05", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Refresh Your Car! 84022 Fresh Strawberry/Cool Lemonade Scented Oil Diffuser, 4 Pack", "asin": "B00VIPNUYY", "price": "$17.45", "delivery": "FREE delivery Thu, May 1 Or fastest delivery Wed, Apr 30"}, {"title": "Airkeep Car Air Freshener - Cashmere Vanilla Scented Sachets for Drawer and Closet,Home Fragrance Sachets Gifts for Men Women Wardrobe,Car Fragrance", "asin": "B0DDT19XLR", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Refresh Your Car Air Freshener, Odor Eliminator, Scented Gel Can, New Car Scent, 4.5 Oz, Refresh Your Car, Multicolor, 1 Count (Pack of 2)", "asin": "B0CHMN14Y3", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Asani Air Purifier Bags with Bamboo Activated Charcoal (Purifying Pack of 4) \| Natural Air Freshener Deodorizer \| Moisture Absorber and Odor Eliminators for Home, Car, Refrigerator, Closet (200g Each)", "asin": "B07RXMKB3B", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 1 Pack)", "asin": "B0BYRFDCHJ", "price": "$12.56", "delivery": "FREE delivery Wed, May 7 Or fastest delivery Tue, Apr 29"}, {"title": "Refresh Your Car Discrete Odor Eliminating Ring (Very Cherry, 4 Packs)", "asin": "B0C1PRZSRK", "price": "$22.11", "delivery": "FREE delivery May 6 - 7 Only 20 left in stock - order soon."}, {"title": "Refresh Your Car! 84107 Scented Bullet, 4 Pack", "asin": "B01CKLLLFO", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Only 8 left in stock - order soon."}, {"title": "Willowbrook \| Fresh Scents Scented Sachet Packet \| Seaspray \| Air Freshener Bags for Drawers, Closets, Cars \| 6 Pack \| Long Lasting Home Fragrance", "asin": "B07MFMSTQP", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "6 PCs Shoe Deodorizer & Hamper Deodorizer Pills \|Moisture absorbers & odor eaters for shoes \| Recharge & Spill-free Refresher Balls for Sneakers, Closets, Boxing Gloves, Cars and Gym bags", "asin": "B0CVMZ741W", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Refresh Your Car! Refined Nights Air Refresheners 2 pk", "asin": "B08KWRXW8C", "price": "$7.08", "delivery": "$4.51 delivery Mon, May 5 Only 1 left in stock - order soon."}, {"title": "Vanilla Scented Sachets - 12 Pack, Long-Lasting Home Fragrance Sachet Bags, Large Fresh-Scented Packets, Sachets for Drawers and Closets", "asin": "B0C4YQ54NH", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Moso Natural Air Purifying Bag 200g (4 Pack) \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags", "asin": "B00FVXL7EO", "price": "$39.95", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Armor All Fresh FX Charcoal Bag Deodorizer (9 Count) - Charcoal Deodorizer Bags for Cars, Natural Bamboo Car Air Freshener", "asin": "B08XGLJQBB", "price": "$23.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "NIYIKOW Charcoal Bags Odor Absorber (Large, 4Pack x 200g), Nature Fresh Bamboo Charcoal Air Purifying Bags, Activated Charcoal Odor Absorber for Home, Car, Closet, Pets, Basement Odor Eliminator -Grey", "asin": "B08CL39T78", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Bridgewater Candle Sachet Air Freshener Bag for Home or Car 6 Pack-Sweet Grace", "asin": "B08W8M61M1", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Refresh Your Car! E300877301 Dual Scented Oil Wick, New Car/Cool Breeze", "asin": "B005EMMON0", "price": "$8.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Drift Car Air Freshener - Stone Air Freshener - Car Odor Eliminator - Amber Scent Starter Kit", "asin": "B0C1HFX3JN", "price": "$18.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pro Scent Professional Air Freshener Pads - New Car Refresh (60 Pads Per Pack)", "asin": "B07HRZ9X7Y", "price": "$21.49", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 19 left in stock - order soon."}, {"title": "Arm & Hammer Odor Busterz Forest Pine (3 count)", "asin": "B0D8QPM6KZ", "price": "$9.06"}, {"title": "The Original CareBag Vomit Bag with Super Absorbent Pad, Box of 20 Bags \u2013 Absorbent Emesis Bag for Emergency \u2013 Medical Grade, Disposable Nausea Bag for Travel \u2013 Barf Bags for the Car, Uber, & Lyft", "asin": "B0051AZZCM", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "YGDZ 22 Pack Disposable Vomit Bags - 1000ml Emesis Bags for Car Travel, Pregnant Women, Kids, Taxis Drivers", "asin": "B07QTFL267", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "TOBWOLF 2PCS 25x80cm / 9.8x31.5in Mesh Storage Pocket Bag with Tape Sticker, Hook & Loop Elastic Cargo Net RV Netting Pocket, High Capacity Car Trunk Net Wall Sticker Pouch Bag For Car RV Home Storage", "asin": "B0BGP1QYS6", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Leather Honey Leather Conditioner, Since 1968. for All Leather Items Including Auto, Furniture, Shoes, Purses and Tack. Non-Toxic and Made in The USA / 8 Fl Oz (Pack of 1)", "asin": "B003IS3HV0", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Dog Car Barrier, 50\" Wide See Through Car Divider Back Seat for Cargo Area,Travel Trunk Backseat Car Net Mesh Separator for Dogs, Pet Restraint Car Net Barrier for Small SUVs or CUVs Cargo", "asin": "B0CZ42X8DF", "price": "$62.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "60PCS Easy Stick-On Disposable Car Trash Bag, Leakproof Vomit Bag, Beautiful Kitchen Storage Bag, Durable, Suitable for Cars, Kitchens, Bedrooms, Study Rooms, Travel, Camping, Office Spaces", "asin": "B089Q5SSPN", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Amelity Car Seat Back Storage Hook, Purse Holder for Car, Car Seat Hooks for Purses and Bags, Car Seat Hooks for Headrest (Beige-2 Pack)", "asin": "B0DB1B5F5S", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Car Seat Back Hanging Bag Car Document Holder Multi-Pocket Bottle Bag Storage Box Organizer Travel Tidy Pouch Pocket Kids", "asin": "B0BWWKFNWX", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-25T20:48:34.299Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-25T20:48:34.299Z\",\"action\": \"input\",\"acion_argument\": \"cooler bag in cal\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-25T20:48:34.299Z\",\"action\": \"input\",\"acion_argument\": \"cooler bag in cal\",}</answer>", "index": 1390, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\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\"search_term\": [{\"term\": \"refresh bag for car\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$68.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"12 Pack Bamboo Air Purifying Bag, Activated Charcoal Bags Odor Absorber, Moisture Absorber, Natural Car Air Freshener, Shoe Deodorizer, Odor Eliminators For Home, Pet, Closet (6x50g, 6x150g)\", \"asin\": \"B082KC4JT2\", \"price\": \"$22.78\", \"quantity\": \"\"},\n{\"title\": \"Activated Charcoal Odor Absorber 8 Pack, Nature Bamboo Charcoal Air Purifying Bag, Odor Eliminator Smell Remove Air Freshener, Moisture Absorber Deodorizer for Room, Closet, Car, Smoke, Shoe\", \"asin\": \"B08XB4G6RK\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"1000g Large Bamboo Charcoal Air Purifier Bag - Car Deodorizer/Freshener - Remove Odor & Control Moisture in RV, Camper, SUV, Truck, Closet, Mobile Home, Storage - Non-Fragrant 1kg\\n35.2 Ounce (Pack of 1)\", \"asin\": \"B086H3FW7T\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Moisture Absorbers Bag, Hanging Closet Dehumidifier Bags for Car, Bathrooms, Humidity Packs with Fresh Fragrance, 9.8OZ, 3 Pack\", \"asin\": \"B0DSPKMS87\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Moso Natural Air Purifying Bag 200g \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags Cover 90sqft\", \"asin\": \"B086FMGJ8S\", \"price\": \"$11.95\", \"quantity\": \"\"},\n{\"title\": \"TOBWOLF 2PCS 25x80cm / 9.8x31.5in Mesh Storage Pocket Bag with Tape Sticker, Hook & Loop Elastic Cargo Net RV Netting Pocket, High Capacity Car Trunk Net Wall Sticker Pouch Bag For Car RV Home Storage\", \"asin\": \"B0BGP1QYS6\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Amelity Car Seat Back Storage Hook, Purse Holder for Car, Car Seat Hooks for Purses and Bags, Car Seat Hooks for Headrest (Beige-2 Pack)\", \"asin\": \"B0DB1B5F5S\", \"price\": \"$11.89\", \"quantity\": \"\"},\n{\"title\": \"2 Pack Car Seat Headrest Hooks - Double Hook Holder for Purses & Bags, Car Organization Accessories, Black\", \"asin\": \"B0DDH2SFV2\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Chemical Guys HOL 111 JetSeal & Pete's 53 Paint Protection and Shine Kit, Safe for Cars, Trucks, Motorcycles, RVs & More (6 Items)\", \"asin\": \"B018M31X48\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Classic Car Duster with Solid Wood Handle Includes Storage Case - Popular Detailers Choice\", \"asin\": \"B01LMJSNWY\", \"price\": \"$28.99\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Refresh Your Car! Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free\", \"asin\": \"B08XJ3J63H\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Moso Natural Car Air Freshener and Deodorizer \| Long Lasting Bamboo Charcoal Odor Absorber \| Non Toxic Odor Eliminator for Cars \| Scent Free Air Purifying Bag\", \"asin\": \"B0BJSJLKB5\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Fresh Wave Lavender Odor Eliminating & Deodorizing Packs \| Bag of 6 \| Safer Odor Relief for Small Spaces \| Natural Plant-Based Odor Eliminator \| Odor Absorbers for Home\", \"asin\": \"B079SKD314\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"1000g Large Bamboo Charcoal Air Purifier Bag - Car Deodorizer/Freshener - Remove Odor & Control Moisture in RV, Camper, SUV, Truck, Closet, Mobile Home, Storage - Non-Fragrant 1kg\", \"asin\": \"B086H3FW7T\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"COCORR\\u00cdNA Scented Sachet - Set of 3 Sandalwood Rose/Clean Linen/White Lotus - Scented Sachet Bags, Car Air Freshener Scented Gift Sets for Car Drawer\", \"asin\": \"B0BVZC895W\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Meguiar's G16402 Whole Car Air Re-Fresher Odor Eliminator Mist, New Car Scent, 2 Fluid Ounces\", \"asin\": \"B00G49DVGG\", \"price\": \"$7.88\", \"delivery\": \"FREE delivery Mon, Apr 28\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, New Car / Cool Breeze Scent, 6 Pack\", \"asin\": \"B00FB07RXC\", \"price\": \"$3.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Meguiar's Whole Car Air Refresher, Car Odor Eliminator Spray Permanently Eliminates Unwanted Vehicle Odors Throughout Your Interior, Black Chrome Scent, 2 Oz Aerosol Canister\", \"asin\": \"B06WRSV3FB\", \"price\": \"$6.98\", \"delivery\": \"FREE delivery Mon, Apr 28\"},\n{\"title\": \"SCENTORINI Scented Sachets for Drawers and Closets, Baby Powder Scent 14 Pack, Long-Lasting Sachets Bags Wardrobe Freshener, for Drawers, Closets, Cars\", \"asin\": \"B0DT47PF8B\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 9 left in stock - order soon.\"},\n{\"title\": \"Activated Charcoal Odor Absorber 8 Pack, Nature Bamboo Charcoal Air Purifying Bag, Odor Eliminator Smell Remove Air Freshener, Moisture Absorber Deodorizer for Room, Closet, Car, Smoke, Shoe\", \"asin\": \"B08XB4G6RK\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Vent Storage Bag with Flower Design PU Leather Organizer for Car Dashboard, Air Vent Mounted Lightweight Storage Pouch Box with Hook\", \"asin\": \"B0F42QXLLD\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Professional New Car Scent Air Freshener Pads \\u2013 Long-Lasting Odor Eliminators for Cars, Homes, and Offices \\u2013 60 Heavy-Duty Pads for Musty Smells\", \"asin\": \"B013417BMG\", \"price\": \"$22.95\"},\n{\"title\": \"Refresh Your Car! 84941 New Car Scent Scented Gel Air Freshener, 4.5 oz, 4 Pack\", \"asin\": \"B01CKLLNZM\", \"price\": \"$15.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items Only 3 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 4 Auto Dual Scent Vent Sticks, New Car and Cool Breeze Scent, Refresh Your Car\", \"asin\": \"B008N6XHM6\", \"price\": \"$7.00\", \"delivery\": \"FREE delivery May 2 - 6\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Summer Breeze/Alpine Meadow Scent, 6 Sticks\", \"asin\": \"B00DZ64HQ4\", \"price\": \"$12.85\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Only 2 left in stock (more on the way).\"},\n{\"title\": \"drift Car Air Freshener - Wood Air Freshener - Car Odor Eliminator - Grove Scent Starter Kit Black\", \"asin\": \"B0C1HGGJ1W\", \"price\": \"$12.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Faraday Pouch for Car Keys, Faraday Bag, Car RFID Signal Blocking Holder, Key Fob Protector, Key fob cage Block Signal Anti-Theft Fob Case (2 Pack)\", \"asin\": \"B0B4DCLY87\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Kingfun Rooftop Cargo Carrier - Waterproof 15 Cubic Feet Car Roof Bag for All Vechicles with/Without Racks, Includes Anti-Slip Mat, 8 Reinforced Straps, 6 Door Hooks, Luggage Lock\", \"asin\": \"B0DD6FSDJV\", \"price\": \"$89.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Refresh Your Car! Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free\", \"asin\": \"B08XJ3J63H\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Fresh Linen Scent, 4 Pack\", \"asin\": \"B001CUVU3S\", \"price\": \"$4.45\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! Gel Can Air Freshener (Lightning Bolt/Ice Storm Scent, 5 oz)\", \"asin\": \"B01MTDH3OD\", \"price\": \"$3.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! (86588) New Car Vent Stick Air Freshener, (Pack of 6)\", \"asin\": \"B00OFM767E\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 3 left in stock - order soon.\"},\n{\"title\": \"Moso Natural Air Purifying Bag 200g \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags Cover 90sqft\", \"asin\": \"B086FMGJ8S\", \"price\": \"$11.95\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Very Cherry Scent, 6 Pack\", \"asin\": \"B00FB07R8W\", \"price\": \"$4.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Acrux7 Vomit Bags Disposable for Car 100 Pack Emesis Bag 1000ml Throw Up Bags Disposable Air/Car Sickness Bags for Travel Car Sea Air Motion Sickness Morning Sickness (Blue)\", \"asin\": \"B0DG8L1CWT\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Tue, Apr 29 Only 3 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Lightning Bolt, 2 Packs)\", \"asin\": \"B0C1QHD1SN\", \"price\": \"$16.62\", \"delivery\": \"FREE delivery Mon, May 5 Or fastest delivery Apr 29 - May 1 Only 1 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, New Car/Cool Breeze Scent, 6 Sticks\", \"asin\": \"B00DZTIPF0\", \"price\": \"$5.94\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 15 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Fresh Strawberry/Cool Lemonade Scent, 6 Sticks\", \"asin\": \"B00DZT3A96\", \"price\": \"$11.94\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 2 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car! E300865304 Dual Scent Diffuser, New Car/Cool Breeze\", \"asin\": \"B00FQT3MY6\", \"price\": \"$7.50\", \"delivery\": \"FREE delivery Mon, Apr 28 Only 1 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 4 Packs)\", \"asin\": \"B0C1QHDGGB\", \"price\": \"$28.65\", \"delivery\": \"FREE delivery Apr 29 - May 2\"},\n{\"title\": \"Car Trash Bag, Car Garbage Bag, Car Trash Bag Hanging, Waterproof Car Back Seat Organizer, Car Trash Can for Car Accessories, Vehicle, Travelling, Camping, Eucalyptus Palm Leaves\", \"asin\": \"B0C7H71CNC\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car! E300863600 Active Odor Elimination 16.2 oz Trigger Spray, Grapefruit\", \"asin\": \"B01CYAGDWW\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Lightning Bolt / Ice Storm Scent, 6 Pack\", \"asin\": \"B01N4SF650\", \"price\": \"$4.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"bmbu Charcoal Shoe Deodorizers - Activated Natural Bamboo Air Purifying Bag Insert for Sneakers Oder Eliminator Mini Bags -Absorber/Freshener for Gym Bag,Drawer,Closet,Car,Home, Cat Litter\", \"asin\": \"B07CR8NYWV\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 6 Auto Vent Sticks, Hawaiian Sunrise Scent, Refresh Your Car\", \"asin\": \"B01AKS03D0\", \"price\": \"$5.05\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! 84022 Fresh Strawberry/Cool Lemonade Scented Oil Diffuser, 4 Pack\", \"asin\": \"B00VIPNUYY\", \"price\": \"$17.45\", \"delivery\": \"FREE delivery Thu, May 1 Or fastest delivery Wed, Apr 30\"},\n{\"title\": \"Airkeep Car Air Freshener - Cashmere Vanilla Scented Sachets for Drawer and Closet,Home Fragrance Sachets Gifts for Men Women Wardrobe,Car Fragrance\", \"asin\": \"B0DDT19XLR\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Air Freshener, Odor Eliminator, Scented Gel Can, New Car Scent, 4.5 Oz, Refresh Your Car, Multicolor, 1 Count (Pack of 2)\", \"asin\": \"B0CHMN14Y3\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Asani Air Purifier Bags with Bamboo Activated Charcoal (Purifying Pack of 4) \| Natural Air Freshener Deodorizer \| Moisture Absorber and Odor Eliminators for Home, Car, Refrigerator, Closet (200g Each)\", \"asin\": \"B07RXMKB3B\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 1 Pack)\", \"asin\": \"B0BYRFDCHJ\", \"price\": \"$12.56\", \"delivery\": \"FREE delivery Wed, May 7 Or fastest delivery Tue, Apr 29\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Very Cherry, 4 Packs)\", \"asin\": \"B0C1PRZSRK\", \"price\": \"$22.11\", \"delivery\": \"FREE delivery May 6 - 7 Only 20 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car! 84107 Scented Bullet, 4 Pack\", \"asin\": \"B01CKLLLFO\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Only 8 left in stock - order soon.\"},\n{\"title\": \"Willowbrook \| Fresh Scents Scented Sachet Packet \| Seaspray \| Air Freshener Bags for Drawers, Closets, Cars \| 6 Pack \| Long Lasting Home Fragrance\", \"asin\": \"B07MFMSTQP\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"6 PCs Shoe Deodorizer & Hamper Deodorizer Pills \|Moisture absorbers & odor eaters for shoes \| Recharge & Spill-free Refresher Balls for Sneakers, Closets, Boxing Gloves, Cars and Gym bags\", \"asin\": \"B0CVMZ741W\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car! Refined Nights Air Refresheners 2 pk\", \"asin\": \"B08KWRXW8C\", \"price\": \"$7.08\", \"delivery\": \"$4.51 delivery Mon, May 5 Only 1 left in stock - order soon.\"},\n{\"title\": \"Vanilla Scented Sachets - 12 Pack, Long-Lasting Home Fragrance Sachet Bags, Large Fresh-Scented Packets, Sachets for Drawers and Closets\", \"asin\": \"B0C4YQ54NH\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Moso Natural Air Purifying Bag 200g (4 Pack) \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags\", \"asin\": \"B00FVXL7EO\", \"price\": \"$39.95\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Armor All Fresh FX Charcoal Bag Deodorizer (9 Count) - Charcoal Deodorizer Bags for Cars, Natural Bamboo Car Air Freshener\", \"asin\": \"B08XGLJQBB\", \"price\": \"$23.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"NIYIKOW Charcoal Bags Odor Absorber (Large, 4Pack x 200g), Nature Fresh Bamboo Charcoal Air Purifying Bags, Activated Charcoal Odor Absorber for Home, Car, Closet, Pets, Basement Odor Eliminator -Grey\", \"asin\": \"B08CL39T78\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Bridgewater Candle Sachet Air Freshener Bag for Home or Car 6 Pack-Sweet Grace\", \"asin\": \"B08W8M61M1\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! E300877301 Dual Scented Oil Wick, New Car/Cool Breeze\", \"asin\": \"B005EMMON0\", \"price\": \"$8.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Drift Car Air Freshener - Stone Air Freshener - Car Odor Eliminator - Amber Scent Starter Kit\", \"asin\": \"B0C1HFX3JN\", \"price\": \"$18.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pro Scent Professional Air Freshener Pads - New Car Refresh (60 Pads Per Pack)\", \"asin\": \"B07HRZ9X7Y\", \"price\": \"$21.49\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 19 left in stock - order soon.\"},\n{\"title\": \"Arm & Hammer Odor Busterz Forest Pine (3 count)\", \"asin\": \"B0D8QPM6KZ\", \"price\": \"$9.06\"},\n{\"title\": \"The Original CareBag Vomit Bag with Super Absorbent Pad, Box of 20 Bags \\u2013 Absorbent Emesis Bag for Emergency \\u2013 Medical Grade, Disposable Nausea Bag for Travel \\u2013 Barf Bags for the Car, Uber, & Lyft\", \"asin\": \"B0051AZZCM\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"YGDZ 22 Pack Disposable Vomit Bags - 1000ml Emesis Bags for Car Travel, Pregnant Women, Kids, Taxis Drivers\", \"asin\": \"B07QTFL267\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOBWOLF 2PCS 25x80cm / 9.8x31.5in Mesh Storage Pocket Bag with Tape Sticker, Hook & Loop Elastic Cargo Net RV Netting Pocket, High Capacity Car Trunk Net Wall Sticker Pouch Bag For Car RV Home Storage\", \"asin\": \"B0BGP1QYS6\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Leather Honey Leather Conditioner, Since 1968. for All Leather Items Including Auto, Furniture, Shoes, Purses and Tack. Non-Toxic and Made in The USA / 8 Fl Oz (Pack of 1)\", \"asin\": \"B003IS3HV0\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Dog Car Barrier, 50\\\" Wide See Through Car Divider Back Seat for Cargo Area,Travel Trunk Backseat Car Net Mesh Separator for Dogs, Pet Restraint Car Net Barrier for Small SUVs or CUVs Cargo\", \"asin\": \"B0CZ42X8DF\", \"price\": \"$62.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"60PCS Easy Stick-On Disposable Car Trash Bag, Leakproof Vomit Bag, Beautiful Kitchen Storage Bag, Durable, Suitable for Cars, Kitchens, Bedrooms, Study Rooms, Travel, Camping, Office Spaces\", \"asin\": \"B089Q5SSPN\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Amelity Car Seat Back Storage Hook, Purse Holder for Car, Car Seat Hooks for Purses and Bags, Car Seat Hooks for Headrest (Beige-2 Pack)\", \"asin\": \"B0DB1B5F5S\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Seat Back Hanging Bag Car Document Holder Multi-Pocket Bottle Bag Storage Box Organizer Travel Tidy Pouch Pocket Kids\", \"asin\": \"B0BWWKFNWX\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:48:34.299Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:34.299Z\", \"action\": \"input\", \"action_argument\": \"cooler bag in cal\"}\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\"search_term\": [{\"term\": \"cooler bag in cal\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$68.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"12 Pack Bamboo Air Purifying Bag, Activated Charcoal Bags Odor Absorber, Moisture Absorber, Natural Car Air Freshener, Shoe Deodorizer, Odor Eliminators For Home, Pet, Closet (6x50g, 6x150g)\", \"asin\": \"B082KC4JT2\", \"price\": \"$22.78\", \"quantity\": \"\"},\n{\"title\": \"Activated Charcoal Odor Absorber 8 Pack, Nature Bamboo Charcoal Air Purifying Bag, Odor Eliminator Smell Remove Air Freshener, Moisture Absorber Deodorizer for Room, Closet, Car, Smoke, Shoe\", \"asin\": \"B08XB4G6RK\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"1000g Large Bamboo Charcoal Air Purifier Bag - Car Deodorizer/Freshener - Remove Odor & Control Moisture in RV, Camper, SUV, Truck, Closet, Mobile Home, Storage - Non-Fragrant 1kg\\n35.2 Ounce (Pack of 1)\", \"asin\": \"B086H3FW7T\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Moisture Absorbers Bag, Hanging Closet Dehumidifier Bags for Car, Bathrooms, Humidity Packs with Fresh Fragrance, 9.8OZ, 3 Pack\", \"asin\": \"B0DSPKMS87\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Moso Natural Air Purifying Bag 200g \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags Cover 90sqft\", \"asin\": \"B086FMGJ8S\", \"price\": \"$11.95\", \"quantity\": \"\"},\n{\"title\": \"TOBWOLF 2PCS 25x80cm / 9.8x31.5in Mesh Storage Pocket Bag with Tape Sticker, Hook & Loop Elastic Cargo Net RV Netting Pocket, High Capacity Car Trunk Net Wall Sticker Pouch Bag For Car RV Home Storage\", \"asin\": \"B0BGP1QYS6\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Amelity Car Seat Back Storage Hook, Purse Holder for Car, Car Seat Hooks for Purses and Bags, Car Seat Hooks for Headrest (Beige-2 Pack)\", \"asin\": \"B0DB1B5F5S\", \"price\": \"$11.89\", \"quantity\": \"\"},\n{\"title\": \"2 Pack Car Seat Headrest Hooks - Double Hook Holder for Purses & Bags, Car Organization Accessories, Black\", \"asin\": \"B0DDH2SFV2\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Chemical Guys HOL 111 JetSeal & Pete's 53 Paint Protection and Shine Kit, Safe for Cars, Trucks, Motorcycles, RVs & More (6 Items)\", \"asin\": \"B018M31X48\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Classic Car Duster with Solid Wood Handle Includes Storage Case - Popular Detailers Choice\", \"asin\": \"B01LMJSNWY\", \"price\": \"$28.99\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Refresh Your Car! Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free\", \"asin\": \"B08XJ3J63H\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Moso Natural Car Air Freshener and Deodorizer \| Long Lasting Bamboo Charcoal Odor Absorber \| Non Toxic Odor Eliminator for Cars \| Scent Free Air Purifying Bag\", \"asin\": \"B0BJSJLKB5\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Fresh Wave Lavender Odor Eliminating & Deodorizing Packs \| Bag of 6 \| Safer Odor Relief for Small Spaces \| Natural Plant-Based Odor Eliminator \| Odor Absorbers for Home\", \"asin\": \"B079SKD314\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"1000g Large Bamboo Charcoal Air Purifier Bag - Car Deodorizer/Freshener - Remove Odor & Control Moisture in RV, Camper, SUV, Truck, Closet, Mobile Home, Storage - Non-Fragrant 1kg\", \"asin\": \"B086H3FW7T\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"COCORR\\u00cdNA Scented Sachet - Set of 3 Sandalwood Rose/Clean Linen/White Lotus - Scented Sachet Bags, Car Air Freshener Scented Gift Sets for Car Drawer\", \"asin\": \"B0BVZC895W\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Meguiar's G16402 Whole Car Air Re-Fresher Odor Eliminator Mist, New Car Scent, 2 Fluid Ounces\", \"asin\": \"B00G49DVGG\", \"price\": \"$7.88\", \"delivery\": \"FREE delivery Mon, Apr 28\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, New Car / Cool Breeze Scent, 6 Pack\", \"asin\": \"B00FB07RXC\", \"price\": \"$3.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Meguiar's Whole Car Air Refresher, Car Odor Eliminator Spray Permanently Eliminates Unwanted Vehicle Odors Throughout Your Interior, Black Chrome Scent, 2 Oz Aerosol Canister\", \"asin\": \"B06WRSV3FB\", \"price\": \"$6.98\", \"delivery\": \"FREE delivery Mon, Apr 28\"},\n{\"title\": \"SCENTORINI Scented Sachets for Drawers and Closets, Baby Powder Scent 14 Pack, Long-Lasting Sachets Bags Wardrobe Freshener, for Drawers, Closets, Cars\", \"asin\": \"B0DT47PF8B\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 9 left in stock - order soon.\"},\n{\"title\": \"Activated Charcoal Odor Absorber 8 Pack, Nature Bamboo Charcoal Air Purifying Bag, Odor Eliminator Smell Remove Air Freshener, Moisture Absorber Deodorizer for Room, Closet, Car, Smoke, Shoe\", \"asin\": \"B08XB4G6RK\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Vent Storage Bag with Flower Design PU Leather Organizer for Car Dashboard, Air Vent Mounted Lightweight Storage Pouch Box with Hook\", \"asin\": \"B0F42QXLLD\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Professional New Car Scent Air Freshener Pads \\u2013 Long-Lasting Odor Eliminators for Cars, Homes, and Offices \\u2013 60 Heavy-Duty Pads for Musty Smells\", \"asin\": \"B013417BMG\", \"price\": \"$22.95\"},\n{\"title\": \"Refresh Your Car! 84941 New Car Scent Scented Gel Air Freshener, 4.5 oz, 4 Pack\", \"asin\": \"B01CKLLNZM\", \"price\": \"$15.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items Only 3 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 4 Auto Dual Scent Vent Sticks, New Car and Cool Breeze Scent, Refresh Your Car\", \"asin\": \"B008N6XHM6\", \"price\": \"$7.00\", \"delivery\": \"FREE delivery May 2 - 6\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Summer Breeze/Alpine Meadow Scent, 6 Sticks\", \"asin\": \"B00DZ64HQ4\", \"price\": \"$12.85\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Only 2 left in stock (more on the way).\"},\n{\"title\": \"drift Car Air Freshener - Wood Air Freshener - Car Odor Eliminator - Grove Scent Starter Kit Black\", \"asin\": \"B0C1HGGJ1W\", \"price\": \"$12.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Faraday Pouch for Car Keys, Faraday Bag, Car RFID Signal Blocking Holder, Key Fob Protector, Key fob cage Block Signal Anti-Theft Fob Case (2 Pack)\", \"asin\": \"B0B4DCLY87\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Kingfun Rooftop Cargo Carrier - Waterproof 15 Cubic Feet Car Roof Bag for All Vechicles with/Without Racks, Includes Anti-Slip Mat, 8 Reinforced Straps, 6 Door Hooks, Luggage Lock\", \"asin\": \"B0DD6FSDJV\", \"price\": \"$89.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Refresh Your Car! Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free\", \"asin\": \"B08XJ3J63H\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Fresh Linen Scent, 4 Pack\", \"asin\": \"B001CUVU3S\", \"price\": \"$4.45\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! Gel Can Air Freshener (Lightning Bolt/Ice Storm Scent, 5 oz)\", \"asin\": \"B01MTDH3OD\", \"price\": \"$3.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! (86588) New Car Vent Stick Air Freshener, (Pack of 6)\", \"asin\": \"B00OFM767E\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 3 left in stock - order soon.\"},\n{\"title\": \"Moso Natural Air Purifying Bag 200g \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags Cover 90sqft\", \"asin\": \"B086FMGJ8S\", \"price\": \"$11.95\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Very Cherry Scent, 6 Pack\", \"asin\": \"B00FB07R8W\", \"price\": \"$4.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Acrux7 Vomit Bags Disposable for Car 100 Pack Emesis Bag 1000ml Throw Up Bags Disposable Air/Car Sickness Bags for Travel Car Sea Air Motion Sickness Morning Sickness (Blue)\", \"asin\": \"B0DG8L1CWT\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Tue, Apr 29 Only 3 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Lightning Bolt, 2 Packs)\", \"asin\": \"B0C1QHD1SN\", \"price\": \"$16.62\", \"delivery\": \"FREE delivery Mon, May 5 Or fastest delivery Apr 29 - May 1 Only 1 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, New Car/Cool Breeze Scent, 6 Sticks\", \"asin\": \"B00DZTIPF0\", \"price\": \"$5.94\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 15 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Fresh Strawberry/Cool Lemonade Scent, 6 Sticks\", \"asin\": \"B00DZT3A96\", \"price\": \"$11.94\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 2 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car! E300865304 Dual Scent Diffuser, New Car/Cool Breeze\", \"asin\": \"B00FQT3MY6\", \"price\": \"$7.50\", \"delivery\": \"FREE delivery Mon, Apr 28 Only 1 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 4 Packs)\", \"asin\": \"B0C1QHDGGB\", \"price\": \"$28.65\", \"delivery\": \"FREE delivery Apr 29 - May 2\"},\n{\"title\": \"Car Trash Bag, Car Garbage Bag, Car Trash Bag Hanging, Waterproof Car Back Seat Organizer, Car Trash Can for Car Accessories, Vehicle, Travelling, Camping, Eucalyptus Palm Leaves\", \"asin\": \"B0C7H71CNC\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car! E300863600 Active Odor Elimination 16.2 oz Trigger Spray, Grapefruit\", \"asin\": \"B01CYAGDWW\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Lightning Bolt / Ice Storm Scent, 6 Pack\", \"asin\": \"B01N4SF650\", \"price\": \"$4.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"bmbu Charcoal Shoe Deodorizers - Activated Natural Bamboo Air Purifying Bag Insert for Sneakers Oder Eliminator Mini Bags -Absorber/Freshener for Gym Bag,Drawer,Closet,Car,Home, Cat Litter\", \"asin\": \"B07CR8NYWV\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 6 Auto Vent Sticks, Hawaiian Sunrise Scent, Refresh Your Car\", \"asin\": \"B01AKS03D0\", \"price\": \"$5.05\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! 84022 Fresh Strawberry/Cool Lemonade Scented Oil Diffuser, 4 Pack\", \"asin\": \"B00VIPNUYY\", \"price\": \"$17.45\", \"delivery\": \"FREE delivery Thu, May 1 Or fastest delivery Wed, Apr 30\"},\n{\"title\": \"Airkeep Car Air Freshener - Cashmere Vanilla Scented Sachets for Drawer and Closet,Home Fragrance Sachets Gifts for Men Women Wardrobe,Car Fragrance\", \"asin\": \"B0DDT19XLR\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Air Freshener, Odor Eliminator, Scented Gel Can, New Car Scent, 4.5 Oz, Refresh Your Car, Multicolor, 1 Count (Pack of 2)\", \"asin\": \"B0CHMN14Y3\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Asani Air Purifier Bags with Bamboo Activated Charcoal (Purifying Pack of 4) \| Natural Air Freshener Deodorizer \| Moisture Absorber and Odor Eliminators for Home, Car, Refrigerator, Closet (200g Each)\", \"asin\": \"B07RXMKB3B\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 1 Pack)\", \"asin\": \"B0BYRFDCHJ\", \"price\": \"$12.56\", \"delivery\": \"FREE delivery Wed, May 7 Or fastest delivery Tue, Apr 29\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Very Cherry, 4 Packs)\", \"asin\": \"B0C1PRZSRK\", \"price\": \"$22.11\", \"delivery\": \"FREE delivery May 6 - 7 Only 20 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car! 84107 Scented Bullet, 4 Pack\", \"asin\": \"B01CKLLLFO\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Only 8 left in stock - order soon.\"},\n{\"title\": \"Willowbrook \| Fresh Scents Scented Sachet Packet \| Seaspray \| Air Freshener Bags for Drawers, Closets, Cars \| 6 Pack \| Long Lasting Home Fragrance\", \"asin\": \"B07MFMSTQP\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"6 PCs Shoe Deodorizer & Hamper Deodorizer Pills \|Moisture absorbers & odor eaters for shoes \| Recharge & Spill-free Refresher Balls for Sneakers, Closets, Boxing Gloves, Cars and Gym bags\", \"asin\": \"B0CVMZ741W\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car! Refined Nights Air Refresheners 2 pk\", \"asin\": \"B08KWRXW8C\", \"price\": \"$7.08\", \"delivery\": \"$4.51 delivery Mon, May 5 Only 1 left in stock - order soon.\"},\n{\"title\": \"Vanilla Scented Sachets - 12 Pack, Long-Lasting Home Fragrance Sachet Bags, Large Fresh-Scented Packets, Sachets for Drawers and Closets\", \"asin\": \"B0C4YQ54NH\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Moso Natural Air Purifying Bag 200g (4 Pack) \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags\", \"asin\": \"B00FVXL7EO\", \"price\": \"$39.95\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Armor All Fresh FX Charcoal Bag Deodorizer (9 Count) - Charcoal Deodorizer Bags for Cars, Natural Bamboo Car Air Freshener\", \"asin\": \"B08XGLJQBB\", \"price\": \"$23.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"NIYIKOW Charcoal Bags Odor Absorber (Large, 4Pack x 200g), Nature Fresh Bamboo Charcoal Air Purifying Bags, Activated Charcoal Odor Absorber for Home, Car, Closet, Pets, Basement Odor Eliminator -Grey\", \"asin\": \"B08CL39T78\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Bridgewater Candle Sachet Air Freshener Bag for Home or Car 6 Pack-Sweet Grace\", \"asin\": \"B08W8M61M1\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! E300877301 Dual Scented Oil Wick, New Car/Cool Breeze\", \"asin\": \"B005EMMON0\", \"price\": \"$8.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Drift Car Air Freshener - Stone Air Freshener - Car Odor Eliminator - Amber Scent Starter Kit\", \"asin\": \"B0C1HFX3JN\", \"price\": \"$18.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pro Scent Professional Air Freshener Pads - New Car Refresh (60 Pads Per Pack)\", \"asin\": \"B07HRZ9X7Y\", \"price\": \"$21.49\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 19 left in stock - order soon.\"},\n{\"title\": \"Arm & Hammer Odor Busterz Forest Pine (3 count)\", \"asin\": \"B0D8QPM6KZ\", \"price\": \"$9.06\"},\n{\"title\": \"The Original CareBag Vomit Bag with Super Absorbent Pad, Box of 20 Bags \\u2013 Absorbent Emesis Bag for Emergency \\u2013 Medical Grade, Disposable Nausea Bag for Travel \\u2013 Barf Bags for the Car, Uber, & Lyft\", \"asin\": \"B0051AZZCM\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"YGDZ 22 Pack Disposable Vomit Bags - 1000ml Emesis Bags for Car Travel, Pregnant Women, Kids, Taxis Drivers\", \"asin\": \"B07QTFL267\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOBWOLF 2PCS 25x80cm / 9.8x31.5in Mesh Storage Pocket Bag with Tape Sticker, Hook & Loop Elastic Cargo Net RV Netting Pocket, High Capacity Car Trunk Net Wall Sticker Pouch Bag For Car RV Home Storage\", \"asin\": \"B0BGP1QYS6\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Leather Honey Leather Conditioner, Since 1968. for All Leather Items Including Auto, Furniture, Shoes, Purses and Tack. Non-Toxic and Made in The USA / 8 Fl Oz (Pack of 1)\", \"asin\": \"B003IS3HV0\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Dog Car Barrier, 50\\\" Wide See Through Car Divider Back Seat for Cargo Area,Travel Trunk Backseat Car Net Mesh Separator for Dogs, Pet Restraint Car Net Barrier for Small SUVs or CUVs Cargo\", \"asin\": \"B0CZ42X8DF\", \"price\": \"$62.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"60PCS Easy Stick-On Disposable Car Trash Bag, Leakproof Vomit Bag, Beautiful Kitchen Storage Bag, Durable, Suitable for Cars, Kitchens, Bedrooms, Study Rooms, Travel, Camping, Office Spaces\", \"asin\": \"B089Q5SSPN\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Amelity Car Seat Back Storage Hook, Purse Holder for Car, Car Seat Hooks for Purses and Bags, Car Seat Hooks for Headrest (Beige-2 Pack)\", \"asin\": \"B0DB1B5F5S\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Seat Back Hanging Bag Car Document Holder Multi-Pocket Bottle Bag Storage Box Organizer Travel Tidy Pouch Pocket Kids\", \"asin\": \"B0BWWKFNWX\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:48:36.815Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-25T20:48:36.815Z	click	search	rule	train	1,391	2025-04-25T20:48:36.815Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} {"timestamp": "2025-04-23T00:10:42.396Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-23T00:12:23.996Z", "action": "input", "action_argument": "laptop sleeve 14 inch"} {"timestamp": "2025-04-23T00:12:24.204Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-23T00:14:58.140Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-23T00:17:50.468Z", "action": "input", "action_argument": "baggu laptop sleeve 14 inch"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-25T20:48:11.683Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:11.897Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:27.359Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:34.299Z", "action": "input", "action_argument": "cooler bag in cal"} <\|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": "cooler bag in cal"}], "cart_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$17.99", "quantity": "1"}, {"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)", "asin": "B0CJVDKJYD", "price": "$36.99", "quantity": "1"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "quantity": "1"}, {"title": "medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea", "asin": "B0DGTMR754", "price": "$19.00", "quantity": "1"}, {"title": "CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces", "asin": "B0C63HWV6Z", "price": "$68.00", "quantity": "1"}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "promotion_items": [{"title": "12 Pack Bamboo Air Purifying Bag, Activated Charcoal Bags Odor Absorber, Moisture Absorber, Natural Car Air Freshener, Shoe Deodorizer, Odor Eliminators For Home, Pet, Closet (6x50g, 6x150g)", "asin": "B082KC4JT2", "price": "$22.78", "quantity": ""}, {"title": "Activated Charcoal Odor Absorber 8 Pack, Nature Bamboo Charcoal Air Purifying Bag, Odor Eliminator Smell Remove Air Freshener, Moisture Absorber Deodorizer for Room, Closet, Car, Smoke, Shoe", "asin": "B08XB4G6RK", "price": "$17.99", "quantity": ""}, {"title": "1000g Large Bamboo Charcoal Air Purifier Bag - Car Deodorizer/Freshener - Remove Odor & Control Moisture in RV, Camper, SUV, Truck, Closet, Mobile Home, Storage - Non-Fragrant 1kg\n35.2 Ounce (Pack of 1)", "asin": "B086H3FW7T", "price": "$22.99", "quantity": ""}, {"title": "Moisture Absorbers Bag, Hanging Closet Dehumidifier Bags for Car, Bathrooms, Humidity Packs with Fresh Fragrance, 9.8OZ, 3 Pack", "asin": "B0DSPKMS87", "price": "$9.99", "quantity": ""}, {"title": "Moso Natural Air Purifying Bag 200g \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags Cover 90sqft", "asin": "B086FMGJ8S", "price": "$11.95", "quantity": ""}, {"title": "TOBWOLF 2PCS 25x80cm / 9.8x31.5in Mesh Storage Pocket Bag with Tape Sticker, Hook & Loop Elastic Cargo Net RV Netting Pocket, High Capacity Car Trunk Net Wall Sticker Pouch Bag For Car RV Home Storage", "asin": "B0BGP1QYS6", "price": "$17.99", "quantity": ""}, {"title": "Amelity Car Seat Back Storage Hook, Purse Holder for Car, Car Seat Hooks for Purses and Bags, Car Seat Hooks for Headrest (Beige-2 Pack)", "asin": "B0DB1B5F5S", "price": "$11.89", "quantity": ""}, {"title": "2 Pack Car Seat Headrest Hooks - Double Hook Holder for Purses & Bags, Car Organization Accessories, Black", "asin": "B0DDH2SFV2", "price": "$5.99", "quantity": ""}, {"title": "Chemical Guys HOL 111 JetSeal & Pete's 53 Paint Protection and Shine Kit, Safe for Cars, Trucks, Motorcycles, RVs & More (6 Items)", "asin": "B018M31X48", "price": "$79.99", "quantity": ""}, {"title": "Classic Car Duster with Solid Wood Handle Includes Storage Case - Popular Detailers Choice", "asin": "B01LMJSNWY", "price": "$28.99", "quantity": ""}], "search_results": [{"title": "Refresh Your Car! Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free", "asin": "B08XJ3J63H", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Moso Natural Car Air Freshener and Deodorizer \| Long Lasting Bamboo Charcoal Odor Absorber \| Non Toxic Odor Eliminator for Cars \| Scent Free Air Purifying Bag", "asin": "B0BJSJLKB5", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Fresh Wave Lavender Odor Eliminating & Deodorizing Packs \| Bag of 6 \| Safer Odor Relief for Small Spaces \| Natural Plant-Based Odor Eliminator \| Odor Absorbers for Home", "asin": "B079SKD314", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "1000g Large Bamboo Charcoal Air Purifier Bag - Car Deodorizer/Freshener - Remove Odor & Control Moisture in RV, Camper, SUV, Truck, Closet, Mobile Home, Storage - Non-Fragrant 1kg", "asin": "B086H3FW7T", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "COCORR\u00cdNA Scented Sachet - Set of 3 Sandalwood Rose/Clean Linen/White Lotus - Scented Sachet Bags, Car Air Freshener Scented Gift Sets for Car Drawer", "asin": "B0BVZC895W", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Meguiar's G16402 Whole Car Air Re-Fresher Odor Eliminator Mist, New Car Scent, 2 Fluid Ounces", "asin": "B00G49DVGG", "price": "$7.88", "delivery": "FREE delivery Mon, Apr 28"}, {"title": "Refresh Your Car Air Freshener Vent Sticks, New Car / Cool Breeze Scent, 6 Pack", "asin": "B00FB07RXC", "price": "$3.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Meguiar's Whole Car Air Refresher, Car Odor Eliminator Spray Permanently Eliminates Unwanted Vehicle Odors Throughout Your Interior, Black Chrome Scent, 2 Oz Aerosol Canister", "asin": "B06WRSV3FB", "price": "$6.98", "delivery": "FREE delivery Mon, Apr 28"}, {"title": "SCENTORINI Scented Sachets for Drawers and Closets, Baby Powder Scent 14 Pack, Long-Lasting Sachets Bags Wardrobe Freshener, for Drawers, Closets, Cars", "asin": "B0DT47PF8B", "price": "$11.99", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 9 left in stock - order soon."}, {"title": "Activated Charcoal Odor Absorber 8 Pack, Nature Bamboo Charcoal Air Purifying Bag, Odor Eliminator Smell Remove Air Freshener, Moisture Absorber Deodorizer for Room, Closet, Car, Smoke, Shoe", "asin": "B08XB4G6RK", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Car Vent Storage Bag with Flower Design PU Leather Organizer for Car Dashboard, Air Vent Mounted Lightweight Storage Pouch Box with Hook", "asin": "B0F42QXLLD", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Professional New Car Scent Air Freshener Pads \u2013 Long-Lasting Odor Eliminators for Cars, Homes, and Offices \u2013 60 Heavy-Duty Pads for Musty Smells", "asin": "B013417BMG", "price": "$22.95"}, {"title": "Refresh Your Car! 84941 New Car Scent Scented Gel Air Freshener, 4.5 oz, 4 Pack", "asin": "B01CKLLNZM", "price": "$15.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items Only 3 left in stock - order soon."}, {"title": "Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 4 Auto Dual Scent Vent Sticks, New Car and Cool Breeze Scent, Refresh Your Car", "asin": "B008N6XHM6", "price": "$7.00", "delivery": "FREE delivery May 2 - 6"}, {"title": "Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Summer Breeze/Alpine Meadow Scent, 6 Sticks", "asin": "B00DZ64HQ4", "price": "$12.85", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Only 2 left in stock (more on the way)."}, {"title": "drift Car Air Freshener - Wood Air Freshener - Car Odor Eliminator - Grove Scent Starter Kit Black", "asin": "B0C1HGGJ1W", "price": "$12.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Faraday Pouch for Car Keys, Faraday Bag, Car RFID Signal Blocking Holder, Key Fob Protector, Key fob cage Block Signal Anti-Theft Fob Case (2 Pack)", "asin": "B0B4DCLY87", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Kingfun Rooftop Cargo Carrier - Waterproof 15 Cubic Feet Car Roof Bag for All Vechicles with/Without Racks, Includes Anti-Slip Mat, 8 Reinforced Straps, 6 Door Hooks, Luggage Lock", "asin": "B0DD6FSDJV", "price": "$89.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Refresh Your Car! Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free", "asin": "B08XJ3J63H", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Refresh Your Car Air Freshener Vent Sticks, Fresh Linen Scent, 4 Pack", "asin": "B001CUVU3S", "price": "$4.45", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Refresh Your Car! Gel Can Air Freshener (Lightning Bolt/Ice Storm Scent, 5 oz)", "asin": "B01MTDH3OD", "price": "$3.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Refresh Your Car! (86588) New Car Vent Stick Air Freshener, (Pack of 6)", "asin": "B00OFM767E", "price": "$18.99", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 3 left in stock - order soon."}, {"title": "Moso Natural Air Purifying Bag 200g \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags Cover 90sqft", "asin": "B086FMGJ8S", "price": "$11.95", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Refresh Your Car Air Freshener Vent Sticks, Very Cherry Scent, 6 Pack", "asin": "B00FB07R8W", "price": "$4.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Acrux7 Vomit Bags Disposable for Car 100 Pack Emesis Bag 1000ml Throw Up Bags Disposable Air/Car Sickness Bags for Travel Car Sea Air Motion Sickness Morning Sickness (Blue)", "asin": "B0DG8L1CWT", "price": "$25.99", "delivery": "FREE delivery Tue, Apr 29 Only 3 left in stock - order soon."}, {"title": "Refresh Your Car Discrete Odor Eliminating Ring (Lightning Bolt, 2 Packs)", "asin": "B0C1QHD1SN", "price": "$16.62", "delivery": "FREE delivery Mon, May 5 Or fastest delivery Apr 29 - May 1 Only 1 left in stock - order soon."}, {"title": "Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, New Car/Cool Breeze Scent, 6 Sticks", "asin": "B00DZTIPF0", "price": "$5.94", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 15 left in stock - order soon."}, {"title": "Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Fresh Strawberry/Cool Lemonade Scent, 6 Sticks", "asin": "B00DZT3A96", "price": "$11.94", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 2 left in stock - order soon."}, {"title": "Refresh Your Car! E300865304 Dual Scent Diffuser, New Car/Cool Breeze", "asin": "B00FQT3MY6", "price": "$7.50", "delivery": "FREE delivery Mon, Apr 28 Only 1 left in stock - order soon."}, {"title": "Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 4 Packs)", "asin": "B0C1QHDGGB", "price": "$28.65", "delivery": "FREE delivery Apr 29 - May 2"}, {"title": "Car Trash Bag, Car Garbage Bag, Car Trash Bag Hanging, Waterproof Car Back Seat Organizer, Car Trash Can for Car Accessories, Vehicle, Travelling, Camping, Eucalyptus Palm Leaves", "asin": "B0C7H71CNC", "price": "$11.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Refresh Your Car! E300863600 Active Odor Elimination 16.2 oz Trigger Spray, Grapefruit", "asin": "B01CYAGDWW", "price": "$7.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Refresh Your Car Air Freshener Vent Sticks, Lightning Bolt / Ice Storm Scent, 6 Pack", "asin": "B01N4SF650", "price": "$4.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "bmbu Charcoal Shoe Deodorizers - Activated Natural Bamboo Air Purifying Bag Insert for Sneakers Oder Eliminator Mini Bags -Absorber/Freshener for Gym Bag,Drawer,Closet,Car,Home, Cat Litter", "asin": "B07CR8NYWV", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 6 Auto Vent Sticks, Hawaiian Sunrise Scent, Refresh Your Car", "asin": "B01AKS03D0", "price": "$5.05", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Refresh Your Car! 84022 Fresh Strawberry/Cool Lemonade Scented Oil Diffuser, 4 Pack", "asin": "B00VIPNUYY", "price": "$17.45", "delivery": "FREE delivery Thu, May 1 Or fastest delivery Wed, Apr 30"}, {"title": "Airkeep Car Air Freshener - Cashmere Vanilla Scented Sachets for Drawer and Closet,Home Fragrance Sachets Gifts for Men Women Wardrobe,Car Fragrance", "asin": "B0DDT19XLR", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Refresh Your Car Air Freshener, Odor Eliminator, Scented Gel Can, New Car Scent, 4.5 Oz, Refresh Your Car, Multicolor, 1 Count (Pack of 2)", "asin": "B0CHMN14Y3", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Asani Air Purifier Bags with Bamboo Activated Charcoal (Purifying Pack of 4) \| Natural Air Freshener Deodorizer \| Moisture Absorber and Odor Eliminators for Home, Car, Refrigerator, Closet (200g Each)", "asin": "B07RXMKB3B", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 1 Pack)", "asin": "B0BYRFDCHJ", "price": "$12.56", "delivery": "FREE delivery Wed, May 7 Or fastest delivery Tue, Apr 29"}, {"title": "Refresh Your Car Discrete Odor Eliminating Ring (Very Cherry, 4 Packs)", "asin": "B0C1PRZSRK", "price": "$22.11", "delivery": "FREE delivery May 6 - 7 Only 20 left in stock - order soon."}, {"title": "Refresh Your Car! 84107 Scented Bullet, 4 Pack", "asin": "B01CKLLLFO", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Only 8 left in stock - order soon."}, {"title": "Willowbrook \| Fresh Scents Scented Sachet Packet \| Seaspray \| Air Freshener Bags for Drawers, Closets, Cars \| 6 Pack \| Long Lasting Home Fragrance", "asin": "B07MFMSTQP", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "6 PCs Shoe Deodorizer & Hamper Deodorizer Pills \|Moisture absorbers & odor eaters for shoes \| Recharge & Spill-free Refresher Balls for Sneakers, Closets, Boxing Gloves, Cars and Gym bags", "asin": "B0CVMZ741W", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Refresh Your Car! Refined Nights Air Refresheners 2 pk", "asin": "B08KWRXW8C", "price": "$7.08", "delivery": "$4.51 delivery Mon, May 5 Only 1 left in stock - order soon."}, {"title": "Vanilla Scented Sachets - 12 Pack, Long-Lasting Home Fragrance Sachet Bags, Large Fresh-Scented Packets, Sachets for Drawers and Closets", "asin": "B0C4YQ54NH", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Moso Natural Air Purifying Bag 200g (4 Pack) \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags", "asin": "B00FVXL7EO", "price": "$39.95", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Armor All Fresh FX Charcoal Bag Deodorizer (9 Count) - Charcoal Deodorizer Bags for Cars, Natural Bamboo Car Air Freshener", "asin": "B08XGLJQBB", "price": "$23.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "NIYIKOW Charcoal Bags Odor Absorber (Large, 4Pack x 200g), Nature Fresh Bamboo Charcoal Air Purifying Bags, Activated Charcoal Odor Absorber for Home, Car, Closet, Pets, Basement Odor Eliminator -Grey", "asin": "B08CL39T78", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Bridgewater Candle Sachet Air Freshener Bag for Home or Car 6 Pack-Sweet Grace", "asin": "B08W8M61M1", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Refresh Your Car! E300877301 Dual Scented Oil Wick, New Car/Cool Breeze", "asin": "B005EMMON0", "price": "$8.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Drift Car Air Freshener - Stone Air Freshener - Car Odor Eliminator - Amber Scent Starter Kit", "asin": "B0C1HFX3JN", "price": "$18.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pro Scent Professional Air Freshener Pads - New Car Refresh (60 Pads Per Pack)", "asin": "B07HRZ9X7Y", "price": "$21.49", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 19 left in stock - order soon."}, {"title": "Arm & Hammer Odor Busterz Forest Pine (3 count)", "asin": "B0D8QPM6KZ", "price": "$9.06"}, {"title": "The Original CareBag Vomit Bag with Super Absorbent Pad, Box of 20 Bags \u2013 Absorbent Emesis Bag for Emergency \u2013 Medical Grade, Disposable Nausea Bag for Travel \u2013 Barf Bags for the Car, Uber, & Lyft", "asin": "B0051AZZCM", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "YGDZ 22 Pack Disposable Vomit Bags - 1000ml Emesis Bags for Car Travel, Pregnant Women, Kids, Taxis Drivers", "asin": "B07QTFL267", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "TOBWOLF 2PCS 25x80cm / 9.8x31.5in Mesh Storage Pocket Bag with Tape Sticker, Hook & Loop Elastic Cargo Net RV Netting Pocket, High Capacity Car Trunk Net Wall Sticker Pouch Bag For Car RV Home Storage", "asin": "B0BGP1QYS6", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Leather Honey Leather Conditioner, Since 1968. for All Leather Items Including Auto, Furniture, Shoes, Purses and Tack. Non-Toxic and Made in The USA / 8 Fl Oz (Pack of 1)", "asin": "B003IS3HV0", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Dog Car Barrier, 50\" Wide See Through Car Divider Back Seat for Cargo Area,Travel Trunk Backseat Car Net Mesh Separator for Dogs, Pet Restraint Car Net Barrier for Small SUVs or CUVs Cargo", "asin": "B0CZ42X8DF", "price": "$62.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "60PCS Easy Stick-On Disposable Car Trash Bag, Leakproof Vomit Bag, Beautiful Kitchen Storage Bag, Durable, Suitable for Cars, Kitchens, Bedrooms, Study Rooms, Travel, Camping, Office Spaces", "asin": "B089Q5SSPN", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Amelity Car Seat Back Storage Hook, Purse Holder for Car, Car Seat Hooks for Purses and Bags, Car Seat Hooks for Headrest (Beige-2 Pack)", "asin": "B0DB1B5F5S", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Car Seat Back Hanging Bag Car Document Holder Multi-Pocket Bottle Bag Storage Box Organizer Travel Tidy Pouch Pocket Kids", "asin": "B0BWWKFNWX", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-25T20:48:36.815Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-25T20:48:36.815Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-25T20:48:36.815Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1391, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:34.299Z\", \"action\": \"input\", \"action_argument\": \"cooler bag in cal\"}\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\"search_term\": [{\"term\": \"cooler bag in cal\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$68.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"12 Pack Bamboo Air Purifying Bag, Activated Charcoal Bags Odor Absorber, Moisture Absorber, Natural Car Air Freshener, Shoe Deodorizer, Odor Eliminators For Home, Pet, Closet (6x50g, 6x150g)\", \"asin\": \"B082KC4JT2\", \"price\": \"$22.78\", \"quantity\": \"\"},\n{\"title\": \"Activated Charcoal Odor Absorber 8 Pack, Nature Bamboo Charcoal Air Purifying Bag, Odor Eliminator Smell Remove Air Freshener, Moisture Absorber Deodorizer for Room, Closet, Car, Smoke, Shoe\", \"asin\": \"B08XB4G6RK\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"1000g Large Bamboo Charcoal Air Purifier Bag - Car Deodorizer/Freshener - Remove Odor & Control Moisture in RV, Camper, SUV, Truck, Closet, Mobile Home, Storage - Non-Fragrant 1kg\\n35.2 Ounce (Pack of 1)\", \"asin\": \"B086H3FW7T\", \"price\": \"$22.99\", \"quantity\": \"\"},\n{\"title\": \"Moisture Absorbers Bag, Hanging Closet Dehumidifier Bags for Car, Bathrooms, Humidity Packs with Fresh Fragrance, 9.8OZ, 3 Pack\", \"asin\": \"B0DSPKMS87\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Moso Natural Air Purifying Bag 200g \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags Cover 90sqft\", \"asin\": \"B086FMGJ8S\", \"price\": \"$11.95\", \"quantity\": \"\"},\n{\"title\": \"TOBWOLF 2PCS 25x80cm / 9.8x31.5in Mesh Storage Pocket Bag with Tape Sticker, Hook & Loop Elastic Cargo Net RV Netting Pocket, High Capacity Car Trunk Net Wall Sticker Pouch Bag For Car RV Home Storage\", \"asin\": \"B0BGP1QYS6\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Amelity Car Seat Back Storage Hook, Purse Holder for Car, Car Seat Hooks for Purses and Bags, Car Seat Hooks for Headrest (Beige-2 Pack)\", \"asin\": \"B0DB1B5F5S\", \"price\": \"$11.89\", \"quantity\": \"\"},\n{\"title\": \"2 Pack Car Seat Headrest Hooks - Double Hook Holder for Purses & Bags, Car Organization Accessories, Black\", \"asin\": \"B0DDH2SFV2\", \"price\": \"$5.99\", \"quantity\": \"\"},\n{\"title\": \"Chemical Guys HOL 111 JetSeal & Pete's 53 Paint Protection and Shine Kit, Safe for Cars, Trucks, Motorcycles, RVs & More (6 Items)\", \"asin\": \"B018M31X48\", \"price\": \"$79.99\", \"quantity\": \"\"},\n{\"title\": \"Classic Car Duster with Solid Wood Handle Includes Storage Case - Popular Detailers Choice\", \"asin\": \"B01LMJSNWY\", \"price\": \"$28.99\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Refresh Your Car! Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free\", \"asin\": \"B08XJ3J63H\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Moso Natural Car Air Freshener and Deodorizer \| Long Lasting Bamboo Charcoal Odor Absorber \| Non Toxic Odor Eliminator for Cars \| Scent Free Air Purifying Bag\", \"asin\": \"B0BJSJLKB5\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Fresh Wave Lavender Odor Eliminating & Deodorizing Packs \| Bag of 6 \| Safer Odor Relief for Small Spaces \| Natural Plant-Based Odor Eliminator \| Odor Absorbers for Home\", \"asin\": \"B079SKD314\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"1000g Large Bamboo Charcoal Air Purifier Bag - Car Deodorizer/Freshener - Remove Odor & Control Moisture in RV, Camper, SUV, Truck, Closet, Mobile Home, Storage - Non-Fragrant 1kg\", \"asin\": \"B086H3FW7T\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"COCORR\\u00cdNA Scented Sachet - Set of 3 Sandalwood Rose/Clean Linen/White Lotus - Scented Sachet Bags, Car Air Freshener Scented Gift Sets for Car Drawer\", \"asin\": \"B0BVZC895W\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Meguiar's G16402 Whole Car Air Re-Fresher Odor Eliminator Mist, New Car Scent, 2 Fluid Ounces\", \"asin\": \"B00G49DVGG\", \"price\": \"$7.88\", \"delivery\": \"FREE delivery Mon, Apr 28\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, New Car / Cool Breeze Scent, 6 Pack\", \"asin\": \"B00FB07RXC\", \"price\": \"$3.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Meguiar's Whole Car Air Refresher, Car Odor Eliminator Spray Permanently Eliminates Unwanted Vehicle Odors Throughout Your Interior, Black Chrome Scent, 2 Oz Aerosol Canister\", \"asin\": \"B06WRSV3FB\", \"price\": \"$6.98\", \"delivery\": \"FREE delivery Mon, Apr 28\"},\n{\"title\": \"SCENTORINI Scented Sachets for Drawers and Closets, Baby Powder Scent 14 Pack, Long-Lasting Sachets Bags Wardrobe Freshener, for Drawers, Closets, Cars\", \"asin\": \"B0DT47PF8B\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 9 left in stock - order soon.\"},\n{\"title\": \"Activated Charcoal Odor Absorber 8 Pack, Nature Bamboo Charcoal Air Purifying Bag, Odor Eliminator Smell Remove Air Freshener, Moisture Absorber Deodorizer for Room, Closet, Car, Smoke, Shoe\", \"asin\": \"B08XB4G6RK\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Vent Storage Bag with Flower Design PU Leather Organizer for Car Dashboard, Air Vent Mounted Lightweight Storage Pouch Box with Hook\", \"asin\": \"B0F42QXLLD\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Professional New Car Scent Air Freshener Pads \\u2013 Long-Lasting Odor Eliminators for Cars, Homes, and Offices \\u2013 60 Heavy-Duty Pads for Musty Smells\", \"asin\": \"B013417BMG\", \"price\": \"$22.95\"},\n{\"title\": \"Refresh Your Car! 84941 New Car Scent Scented Gel Air Freshener, 4.5 oz, 4 Pack\", \"asin\": \"B01CKLLNZM\", \"price\": \"$15.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items Only 3 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 4 Auto Dual Scent Vent Sticks, New Car and Cool Breeze Scent, Refresh Your Car\", \"asin\": \"B008N6XHM6\", \"price\": \"$7.00\", \"delivery\": \"FREE delivery May 2 - 6\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Summer Breeze/Alpine Meadow Scent, 6 Sticks\", \"asin\": \"B00DZ64HQ4\", \"price\": \"$12.85\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Only 2 left in stock (more on the way).\"},\n{\"title\": \"drift Car Air Freshener - Wood Air Freshener - Car Odor Eliminator - Grove Scent Starter Kit Black\", \"asin\": \"B0C1HGGJ1W\", \"price\": \"$12.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Faraday Pouch for Car Keys, Faraday Bag, Car RFID Signal Blocking Holder, Key Fob Protector, Key fob cage Block Signal Anti-Theft Fob Case (2 Pack)\", \"asin\": \"B0B4DCLY87\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Kingfun Rooftop Cargo Carrier - Waterproof 15 Cubic Feet Car Roof Bag for All Vechicles with/Without Racks, Includes Anti-Slip Mat, 8 Reinforced Straps, 6 Door Hooks, Luggage Lock\", \"asin\": \"B0DD6FSDJV\", \"price\": \"$89.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Refresh Your Car! Car Air Freshener And Deodorizer, Odor Eliminator Charcoal Deodorizer Bags, Set Of 2, Fragrance Free\", \"asin\": \"B08XJ3J63H\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Fresh Linen Scent, 4 Pack\", \"asin\": \"B001CUVU3S\", \"price\": \"$4.45\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! Gel Can Air Freshener (Lightning Bolt/Ice Storm Scent, 5 oz)\", \"asin\": \"B01MTDH3OD\", \"price\": \"$3.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! (86588) New Car Vent Stick Air Freshener, (Pack of 6)\", \"asin\": \"B00OFM767E\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 3 left in stock - order soon.\"},\n{\"title\": \"Moso Natural Air Purifying Bag 200g \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags Cover 90sqft\", \"asin\": \"B086FMGJ8S\", \"price\": \"$11.95\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Very Cherry Scent, 6 Pack\", \"asin\": \"B00FB07R8W\", \"price\": \"$4.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Acrux7 Vomit Bags Disposable for Car 100 Pack Emesis Bag 1000ml Throw Up Bags Disposable Air/Car Sickness Bags for Travel Car Sea Air Motion Sickness Morning Sickness (Blue)\", \"asin\": \"B0DG8L1CWT\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Tue, Apr 29 Only 3 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Lightning Bolt, 2 Packs)\", \"asin\": \"B0C1QHD1SN\", \"price\": \"$16.62\", \"delivery\": \"FREE delivery Mon, May 5 Or fastest delivery Apr 29 - May 1 Only 1 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, New Car/Cool Breeze Scent, 6 Sticks\", \"asin\": \"B00DZTIPF0\", \"price\": \"$5.94\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 15 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Odor Eliminating Auto Vent Stick Car and Home Air Freshener, Fresh Strawberry/Cool Lemonade Scent, 6 Sticks\", \"asin\": \"B00DZT3A96\", \"price\": \"$11.94\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 2 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car! E300865304 Dual Scent Diffuser, New Car/Cool Breeze\", \"asin\": \"B00FQT3MY6\", \"price\": \"$7.50\", \"delivery\": \"FREE delivery Mon, Apr 28 Only 1 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 4 Packs)\", \"asin\": \"B0C1QHDGGB\", \"price\": \"$28.65\", \"delivery\": \"FREE delivery Apr 29 - May 2\"},\n{\"title\": \"Car Trash Bag, Car Garbage Bag, Car Trash Bag Hanging, Waterproof Car Back Seat Organizer, Car Trash Can for Car Accessories, Vehicle, Travelling, Camping, Eucalyptus Palm Leaves\", \"asin\": \"B0C7H71CNC\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car! E300863600 Active Odor Elimination 16.2 oz Trigger Spray, Grapefruit\", \"asin\": \"B01CYAGDWW\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Refresh Your Car Air Freshener Vent Sticks, Lightning Bolt / Ice Storm Scent, 6 Pack\", \"asin\": \"B01N4SF650\", \"price\": \"$4.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"bmbu Charcoal Shoe Deodorizers - Activated Natural Bamboo Air Purifying Bag Insert for Sneakers Oder Eliminator Mini Bags -Absorber/Freshener for Gym Bag,Drawer,Closet,Car,Home, Cat Litter\", \"asin\": \"B07CR8NYWV\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car Car Air Freshener, Odor Eliminator, Set of 6 Auto Vent Sticks, Hawaiian Sunrise Scent, Refresh Your Car\", \"asin\": \"B01AKS03D0\", \"price\": \"$5.05\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! 84022 Fresh Strawberry/Cool Lemonade Scented Oil Diffuser, 4 Pack\", \"asin\": \"B00VIPNUYY\", \"price\": \"$17.45\", \"delivery\": \"FREE delivery Thu, May 1 Or fastest delivery Wed, Apr 30\"},\n{\"title\": \"Airkeep Car Air Freshener - Cashmere Vanilla Scented Sachets for Drawer and Closet,Home Fragrance Sachets Gifts for Men Women Wardrobe,Car Fragrance\", \"asin\": \"B0DDT19XLR\", \"price\": \"$5.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Air Freshener, Odor Eliminator, Scented Gel Can, New Car Scent, 4.5 Oz, Refresh Your Car, Multicolor, 1 Count (Pack of 2)\", \"asin\": \"B0CHMN14Y3\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Asani Air Purifier Bags with Bamboo Activated Charcoal (Purifying Pack of 4) \| Natural Air Freshener Deodorizer \| Moisture Absorber and Odor Eliminators for Home, Car, Refrigerator, Closet (200g Each)\", \"asin\": \"B07RXMKB3B\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Fresh Linen, 1 Pack)\", \"asin\": \"B0BYRFDCHJ\", \"price\": \"$12.56\", \"delivery\": \"FREE delivery Wed, May 7 Or fastest delivery Tue, Apr 29\"},\n{\"title\": \"Refresh Your Car Discrete Odor Eliminating Ring (Very Cherry, 4 Packs)\", \"asin\": \"B0C1PRZSRK\", \"price\": \"$22.11\", \"delivery\": \"FREE delivery May 6 - 7 Only 20 left in stock - order soon.\"},\n{\"title\": \"Refresh Your Car! 84107 Scented Bullet, 4 Pack\", \"asin\": \"B01CKLLLFO\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Only 8 left in stock - order soon.\"},\n{\"title\": \"Willowbrook \| Fresh Scents Scented Sachet Packet \| Seaspray \| Air Freshener Bags for Drawers, Closets, Cars \| 6 Pack \| Long Lasting Home Fragrance\", \"asin\": \"B07MFMSTQP\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"6 PCs Shoe Deodorizer & Hamper Deodorizer Pills \|Moisture absorbers & odor eaters for shoes \| Recharge & Spill-free Refresher Balls for Sneakers, Closets, Boxing Gloves, Cars and Gym bags\", \"asin\": \"B0CVMZ741W\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Refresh Your Car! Refined Nights Air Refresheners 2 pk\", \"asin\": \"B08KWRXW8C\", \"price\": \"$7.08\", \"delivery\": \"$4.51 delivery Mon, May 5 Only 1 left in stock - order soon.\"},\n{\"title\": \"Vanilla Scented Sachets - 12 Pack, Long-Lasting Home Fragrance Sachet Bags, Large Fresh-Scented Packets, Sachets for Drawers and Closets\", \"asin\": \"B0C4YQ54NH\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Moso Natural Air Purifying Bag 200g (4 Pack) \| Premium Bamboo Charcoal Odor Absorber for Home & Car \| Closet Odor Eliminator, Small Room Deodorizer & Car Air Freshener \| Long Lasting Charcoal Bags\", \"asin\": \"B00FVXL7EO\", \"price\": \"$39.95\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Armor All Fresh FX Charcoal Bag Deodorizer (9 Count) - Charcoal Deodorizer Bags for Cars, Natural Bamboo Car Air Freshener\", \"asin\": \"B08XGLJQBB\", \"price\": \"$23.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"NIYIKOW Charcoal Bags Odor Absorber (Large, 4Pack x 200g), Nature Fresh Bamboo Charcoal Air Purifying Bags, Activated Charcoal Odor Absorber for Home, Car, Closet, Pets, Basement Odor Eliminator -Grey\", \"asin\": \"B08CL39T78\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Bridgewater Candle Sachet Air Freshener Bag for Home or Car 6 Pack-Sweet Grace\", \"asin\": \"B08W8M61M1\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Refresh Your Car! E300877301 Dual Scented Oil Wick, New Car/Cool Breeze\", \"asin\": \"B005EMMON0\", \"price\": \"$8.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Drift Car Air Freshener - Stone Air Freshener - Car Odor Eliminator - Amber Scent Starter Kit\", \"asin\": \"B0C1HFX3JN\", \"price\": \"$18.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pro Scent Professional Air Freshener Pads - New Car Refresh (60 Pads Per Pack)\", \"asin\": \"B07HRZ9X7Y\", \"price\": \"$21.49\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 19 left in stock - order soon.\"},\n{\"title\": \"Arm & Hammer Odor Busterz Forest Pine (3 count)\", \"asin\": \"B0D8QPM6KZ\", \"price\": \"$9.06\"},\n{\"title\": \"The Original CareBag Vomit Bag with Super Absorbent Pad, Box of 20 Bags \\u2013 Absorbent Emesis Bag for Emergency \\u2013 Medical Grade, Disposable Nausea Bag for Travel \\u2013 Barf Bags for the Car, Uber, & Lyft\", \"asin\": \"B0051AZZCM\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"YGDZ 22 Pack Disposable Vomit Bags - 1000ml Emesis Bags for Car Travel, Pregnant Women, Kids, Taxis Drivers\", \"asin\": \"B07QTFL267\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOBWOLF 2PCS 25x80cm / 9.8x31.5in Mesh Storage Pocket Bag with Tape Sticker, Hook & Loop Elastic Cargo Net RV Netting Pocket, High Capacity Car Trunk Net Wall Sticker Pouch Bag For Car RV Home Storage\", \"asin\": \"B0BGP1QYS6\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Leather Honey Leather Conditioner, Since 1968. for All Leather Items Including Auto, Furniture, Shoes, Purses and Tack. Non-Toxic and Made in The USA / 8 Fl Oz (Pack of 1)\", \"asin\": \"B003IS3HV0\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Dog Car Barrier, 50\\\" Wide See Through Car Divider Back Seat for Cargo Area,Travel Trunk Backseat Car Net Mesh Separator for Dogs, Pet Restraint Car Net Barrier for Small SUVs or CUVs Cargo\", \"asin\": \"B0CZ42X8DF\", \"price\": \"$62.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"60PCS Easy Stick-On Disposable Car Trash Bag, Leakproof Vomit Bag, Beautiful Kitchen Storage Bag, Durable, Suitable for Cars, Kitchens, Bedrooms, Study Rooms, Travel, Camping, Office Spaces\", \"asin\": \"B089Q5SSPN\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Amelity Car Seat Back Storage Hook, Purse Holder for Car, Car Seat Hooks for Purses and Bags, Car Seat Hooks for Headrest (Beige-2 Pack)\", \"asin\": \"B0DB1B5F5S\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Seat Back Hanging Bag Car Document Holder Multi-Pocket Bottle Bag Storage Box Organizer Travel Tidy Pouch Pocket Kids\", \"asin\": \"B0BWWKFNWX\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:48:36.815Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:34.299Z\", \"action\": \"input\", \"action_argument\": \"cooler bag in cal\"}\n{\"timestamp\": \"2025-04-25T20:48:36.815Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"cooler bag in cal\"}],\n\"promotion_items\": [{\"title\": \"Insulated Picnic/Shopping Cooler Bags, Pack of 5, Lightweight Soft Collapsible, Large Capacity, 35lbs, Fast Same Day Shipping\", \"asin\": \"B0881YWXFQ\", \"price\": \"$23.95\", \"quantity\": \"\"},\n{\"title\": \"Lifewit Large Lunch Bag Insulated Lunch Box Soft Cooler Cooling Tote for Adult Men Women, Gray 12-Can (8.5L)\", \"asin\": \"B0B56H7WWM\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"YETI Roadie 24 Hard Cooler\", \"asin\": \"B0DBWNMDKT\", \"price\": \"$200.00\", \"quantity\": \"\"},\n{\"title\": \"TOURIT Cooler Backpack 30 Cans Lightweight Insulated Backpack Cooler Leak-Proof for Men and Women\", \"asin\": \"B08BCJQJ46\", \"price\": \"$36.99\", \"quantity\": \"\"},\n{\"title\": \"iknoe Large Foldable Cooler Bag, 8.5L Insulated Lunch Bag, Leakproof Lunch Cooler Tote with Multi-bag Design Suitable for Beach, Picnic and Office Use, Black 15-Can\", \"asin\": \"B0CNG272T1\", \"price\": \"$11.79\", \"quantity\": \"\"},\n{\"title\": \"Maelstrom Backpack Cooler,36 Can Cooler Backpack,Soft Cooler Bag Insulated Leakproof,Lightweight Ice Chest Backpack,Travel Cooler Lunch Backpack for Camping,Hiking,Beach,Black\", \"asin\": \"B0DRNF4P1X\", \"price\": \"$37.39\", \"quantity\": \"\"},\n{\"title\": \"Dry Ice Packs for Shipping FDA Registered Non-Stick for Food TUV and SGS Tests Double-Sided Absorption Long Lasting Shipping Cold Packs for Coolers Lunch Bags Freezer\", \"asin\": \"B0DT9L5M29\", \"price\": \"$19.90\", \"quantity\": \"\"},\n{\"title\": \"BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag\", \"asin\": \"B094VLZRN4\", \"price\": \"$28.99\", \"quantity\": \"\"},\n{\"title\": \"TOURIT Ice Packs for Coolers Reusable Long Lasting Freezer Packs for Lunch Bags/Boxes, Cooler Backpack\", \"asin\": \"B07TWTR3K8\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"Caddy Swag Golf Bag Cooler Beer Sleeve 6 Can - Fun Golfing Gifts for Men & Women - Camping, Hiking, Traveling, Food, General Use - Great for Golfers, Party Gift, Golf Push Cart Accessories & More\", \"asin\": \"B008PU39Q4\", \"price\": \"$19.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\\\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B01ALB940Y\"},\n{\"title\": \"Go to detail page for \\\"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\\\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B07H463Q6Y\"},\n{\"title\": \"Go to detail page for \\\"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\\\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B0BLM3MK31\"}],\n\"search_results\": [{\"title\": \"Insulated Picnic/Shopping Cooler Bags, Pack of 5, Lightweight Soft Collapsible, Large Capacity, 35lbs, Fast Same Day Shipping\", \"asin\": \"B0881YWXFQ\", \"price\": \"$23.95\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"CleverMade Collapsible Insulated Cooler Bag \\u2013 18 Can Leakproof Soft Cooler for Beach, Travel, Car \\u2013 Shoulder Strap, Bottle Opener \\u2013 Cool Gray/Midnight\", \"asin\": \"B0D3FC7N4P\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"PICNIC TIME NCAA Unisex-Adult NCAA Topanga Tote Cooler Bag, Soft Cooler Bag, Picnic Cooler\", \"asin\": \"B004OHXAXY\", \"price\": \"$35.96\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"PackIt Freezable Zuma Can Cooler, Built with EcoFreeze Technology, Collapsible, Reusable, Zip Closure with Adjustable Shoulder Strap, Fits 15, 12 Oz Cans\", \"asin\": \"B09MGCNJ2S\", \"price\": \"$34.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Amazon Basics Soft Insulated Cooler\", \"asin\": \"B0BX3HVQST\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Fit & Fresh Insulated Cooler Bag - Leak Proof Waterproof Beach Cooler Backpack for Women, 18 Can Soft Insulated Tote Bag for Travel & Lunch, Midnight Blue\", \"asin\": \"B0CQPPZB8W\", \"price\": \"$25.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Insulated Cooler Bag - Large 35 lbs Capacity (Pack of 1) \| Lightweight, Soft, Collapsible \| Ideal for Groceries, Camping, Hiking, Beach, Travel\", \"asin\": \"B07CVNHZS7\", \"price\": \"$11.84\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf\", \"asin\": \"B08L9TWSP6\", \"price\": \"$42.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Insulated Soft Cooler Bag, Large Ice Coolers Soft Sided Ice Chest for Beach, Collapsible and Portable\", \"asin\": \"B0D2Q8KCH2\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Soft Cooler Bag 35/45Can, Collapsible Cooler Insulated Leak Proof, Large Lunch Box for Men Women, Soft-Sided Cooler for Picnic, Grocery, Beach, Camping, Travel\", \"asin\": \"B0CWNRYXZJ\", \"price\": \"$22.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOURIT Cooler Bag 48/60 Cans Insulated Soft Cooler Large Collapsible Cooler Bag 32/40L Lunch Coolers for Picnic, Beach, Work, Trip\", \"asin\": \"B08RSKGYPM\", \"price\": \"$26.49\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Rachael Ray Jumbo Chillout Thermal Tote, Insulated Soft Sided Cooler Bag\", \"asin\": \"B083P62L8B\", \"price\": \"$22.82\"},\n{\"title\": \"Maelstrom Soft Cooler Bag,Collapsible Soft Sided Cooler,24/30/60/75 Cans Beach Cooler,Ice Chest,Large Leakproof Camping Cooler,Portable Travel Cooler for Grocery Shopping,Camping,Road Trips\", \"asin\": \"B09F749WDH\", \"price\": \"$38.68\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Lifewit Large Lunch Bag Insulated Lunch Box Soft Cooler Cooling Tote for Adult Men Women, Gray 12-Can (8.5L)\", \"asin\": \"B0B56H7WWM\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Bison Coolers Softpak Series, Made in USA, Soft Cooler Bag Insulated Leak Proof for Beach, Travel, Camping, Picnic, Car, Trips, 24+ Hour Ice Retention\", \"asin\": \"B077THY9JS\", \"price\": \"$99.00\", \"delivery\": \"FREE delivery Mon, Apr 28\"},\n{\"title\": \"Cooler Backpack - 40 Cans Insulated Backpack Cooler for Men & Women, 2 Leak Proof Compartments Cooler Bag for Picnic, Lunch, Camping and Beach - MIYCOO\", \"asin\": \"B0DM11HZ7Y\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"BALEINE 2Pk Insulated Reusable Grocery Bags, Collapsible Cooler Bag for Groceries, Heavy Duty Large Insulated Bag (Urban Gray)\", \"asin\": \"B0B38J93LK\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Cooler Bag, 8/16/30 Can Soft Sided Small Portable Insulated Cooling Pack, Everyday Lunch Cooler, Leakproof Ice Chest for Beach, Camping, Travel, Picnic\", \"asin\": \"B0DLKYMRPC\", \"price\": \"$22.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"PINSUKO Insulated Bag, Lightweight, Waterproof, Reusable, 100% Recyclable, Food Safe, Holds Up to 30 lbs\", \"asin\": \"B01H0HXFKC\", \"price\": \"$18.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Soft Cooler Bag, Large Leakproof Beach Cooler, Collapsible Cooler with Adjustable Shoulder Straps, Ice Chest, Portable Insulated Bag Camping Cooler for Travel\\uff06Camping\\uff06Picnic\", \"asin\": \"B0D1CFKF2W\", \"price\": \"$32.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"TOURIT Cooler Backpack 30 Cans Lightweight Insulated Backpack Cooler Leak-Proof for Men and Women\", \"asin\": \"B08BCJQJ46\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TuErcao 6 Can Mini Soft Cooler Bag for Beach Camping Travel Picnic Road Trip Leakproof Small Ice Chest, Insulated Cooler Lunch Box for Men Work\", \"asin\": \"B0DJQZ7S99\", \"price\": \"$16.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"ONTYZZ Cooler Bag Suit 16L+5L Soft Cooler Bag Large Lunch Cooler for Picnic, Beach, Work, Road Trip\", \"asin\": \"B0F1T6G3B7\", \"price\": \"$31.49\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 20 left in stock - order soon.\"},\n{\"title\": \"Maelstrom Soft Cooler Bag,Collapsible Soft Sided Cooler,24/30/60/75 Cans Beach Cooler,Ice Chest,Large Leakproof Camping Cooler,Portable Travel Cooler for Grocery Shopping,Camping,Road Trips\", \"asin\": \"B09PD3D27J\", \"price\": \"$31.48\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Fit & Fresh Large Insulated Cooler Bag, 1120 cu in, B&W Stripe, Polyester, 11 x 5 x 10 in\", \"asin\": \"B0BG6FMFXB\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Soft Cooler Bag, Large Leakproof Beach Cooler, Collapsible Cooler with Adjustable Shoulder Straps, Ice Chest, Portable Insulated Bag Camping Cooler for Travel\\uff06Camping\\uff06Picnic\", \"asin\": \"B0CYH4MR45\", \"price\": \"$32.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"36L Large Soft Cooler Insulated Cooler Bag Soft Sided Collapsible Coolers for Travel, Camping, Beach. Leakproof, Waterproof, Expandable, 36L\", \"asin\": \"B0D9N43FNK\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Creative Green Life XL Insulated Reusable Grocery Bags (2-Pack) - Premium Quality Cooler Bags with Hard Bottom Insert, Stands Upright, Washable\", \"asin\": \"B0CWSJ1MN9\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Maelstrom Soft Sided Cooler Bag, 30/40 Can Collapsible Insulated Ice Chest, Large Leakproof Camping & Travel Cooler for Kayaking & Beach\", \"asin\": \"B0DD76G35B\", \"price\": \"$35.81\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag\", \"asin\": \"B094VLZRN4\", \"price\": \"$28.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"iknoe Large Foldable Cooler Bag, 8.5L Insulated Lunch Bag, Leakproof Lunch Cooler Tote with Multi-bag Design Suitable for Beach, Picnic and Office Use, Black 15-Can\", \"asin\": \"B0CNG272T1\", \"price\": \"$11.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"TOURIT Ice Packs for Coolers Reusable Long Lasting Freezer Packs for Lunch Bags/Boxes, Cooler Backpack\", \"asin\": \"B07TWTR3K8\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Iknoe Large Cooler Bag Collapsible 24 Can Insulated Bags Leakproof Lunch Cooler Tote with Multi-Pockets for Adult Insulated Thermal Bag for Beach, Picnic, Office Work (New Black)\", \"asin\": \"B091GBR4Z9\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Large Waterproof Insulated Cooler Backpack for Men & Women, Leak Proof Cooler Backpack for Camping, Beach, Fishing, Picnic, Travel, Outdoor, 30L, 48Cans\", \"asin\": \"B0CC93FQN8\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"All-in-One Party Cooler Bag with Folding Design and Insulated Compartments -GETTOONE Ideal for Tailgating and Outdoor Events!\", \"asin\": \"B0BZVGTQCZ\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Athletico Golf Cooler Bag - Soft Sided Insulated Cooler Holds a 6 Pack of Cans or Two Wine Bottles (Black)\", \"asin\": \"B07Q423YN6\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Jumbo Insulated Cooler Bag (Green) with HD Thermal Insulation - Premium, Collapsible Soft Cooler Makes a Perfect Insulated Grocery Bag, Food Delivery Bag, Travel Bag, Beach or Picnic Bags\", \"asin\": \"B081LMD895\", \"price\": \"$28.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Coleman Chiller Insulated Soft Cooler, Leakproof 9/16/30 Can Cooler with 12+ Hour Ice Retention, Made with Recycled Materials\", \"asin\": \"B09HN1WTY5\", \"price\": \"$21.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"NZ home Insulated Cooler Bag and Food Warmer (XL Plus, 2 Pack) for Delivery & Grocery Shopping with Zippered Top, Black\", \"asin\": \"B071ZNFVMD\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Healthy Packers Ice Packs for Lunch Boxes & Coolers - Freezer Packs - Original Cool Pack \| Cooler Accessories for Beach, Camping & Fishing \| Slim & Long-Lasting Reusable Ice Pack for Cooler\", \"asin\": \"B0C9JL64XP\", \"price\": \"$13.49\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 8 left in stock - order soon.\"},\n{\"title\": \"Rachael Ray Chillout Soft Sided Cooler Bag - Insulated, Leak Proof, Portable for Travel\", \"asin\": \"B0F24WMDPB\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Maelstrom Backpack Cooler,36 Can Cooler Backpack,Soft Cooler Bag Insulated Leakproof,Lightweight Ice Chest Backpack,Travel Cooler Lunch Backpack for Camping,Hiking,Beach,White\", \"asin\": \"B0DQWHWVNQ\", \"price\": \"$37.39\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"HSHRISH Tactical Lunch Box, Large Expandable Insulated Lunch Bag, Durable Waterproof Leakproof Cooler Bag for Adults/Men/Women/Work Outdoor Beach Trips, 20 Cans/15 L, Black\", \"asin\": \"B09CGVRVTK\", \"price\": \"$26.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag\", \"asin\": \"B0C1B2DK9Y\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Fit & Fresh Foundry Soft Cooler Bag Insulated Leak Proof, 12 Can Small Soft Sided Cooler Bag for Men and Women, Portable Travel & Beach Cooler Bag with Removable Hard Liner, Stain Resistant\", \"asin\": \"B08XMHKL91\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 10 left in stock (more on the way).\"},\n{\"title\": \"Collapsible Reuseable Insulated Grocery Bag - Stackable Heavy Duty Grocery Tote - (1 Pack)\", \"asin\": \"B0BRQWT4Q5\", \"price\": \"$25.00\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"OPUX Soft Cooler Bag, Insulated Collapsible Lunch Cooler Bag for Men Work Camping Beach Travel, Portable Soft Sided Leakproof Waterproof Large Lunch Bag Box with Shoulder Strap 18 Cans, Charcoal Gray\", \"asin\": \"B07G8L5ZQP\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOURIT Insulated Cooler Bag: 20 Cans Soft Portable Leakproof Lunch Cooler Beach Travel Picnic Camping\", \"asin\": \"B0DJSN3NTL\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOURIT Cooler Bag - 6-Can Insulated Sleeve, Small Soft Golf Accessories for Men, Fits Discreetly in Golf Bag\", \"asin\": \"B0BSF5ZCZR\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"XXL Insulated Grocery Bags and Cooler Bag for Food Delivery Bag, Collapsible Cooler, Reusable Shopping Bags for Groceries with Zipper Top, Heavy Duty, Stands Upright(Black)\", \"asin\": \"B0D9JJ71BN\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"VENO 2 Pack Cooler Bags - Insulated for Food Delivery, Collapsible and Reusable Shopping Bags with Zipper, Foldable, Heavy-Duty, Stands Upright - Ideal for Groceries (Black, 2 Pack)\", \"asin\": \"B07DS29MY4\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Maelstrom Lunch Box, 23L Insulated Lunch Bag, Expandable Double Deck Cooler Bag, Lightweight Leakproof Tote Bag With Side Tissue Pocket, Suit For Men and Women, Black\", \"asin\": \"B09W9G8WCC\", \"price\": \"$25.78\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"TuErcao 6 Can Mini Soft Cooler Bag for Beach Camping Travel Picnic Road Trip Leakproof Small Ice Chest, Insulated Cooler Lunch Box for Men Work\", \"asin\": \"B0DJQZ7S99\", \"price\": \"$16.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"XXL-Larger Insulated Cooler Bags with Zipper Closure,Reusable Grocery Shopping Bags Keep Food Hot or Cold,Collapsible lunch bag,Grocery Transport,23\\\"W x 15\\\"H x 14\\\"D\", \"asin\": \"B087M6QG4Z\", \"price\": \"$20.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"MyLifeUNIT 80 Cans Insulated Cooler Bag for Food & Pizza Delivery Bag Suitable for Car, Bike, Camping, Picnic, Beach, XXX-Large Size\", \"asin\": \"B0C9Z5Q285\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Cooler Bags Insulated Leak Proof - Large Reusable Grocery Tote for Women - Ideal for Breastmilk Storage, Keeping Food and Drinks Cold or Hot - Perfect for Delivery, Travel, and Picnics\", \"asin\": \"B0B1Q169W1\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Camping Cooler Backpack 30 Cans, Soft Backpack Coolers Insulated Leak Proof Travel Cooler Bag Waterproof Lunch Picnic Beach Work Trip Thermal Bag Drink Beverage Beer Bag Cooler\", \"asin\": \"B0BDZ9H2RM\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Lifewit Large Lunch Bag Insulated Lunch Box Soft Cooler Cooling Tote for Adult Men Women, Black 24-Can (15L)\", \"asin\": \"B07GVBZ8K9\", \"price\": \"$21.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"musbus 2-Pack, XL-Large Insulated Grocery shopping bags, Black, reusable bag,thermal zipper,Collapsible,tote,cooler,food transport hot and cold,camping,Recycled Material delivery groceries\", \"asin\": \"B08JCTCLJF\", \"price\": \"$16.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Bodaon 2-Pack Insulated Reusable Grocery Bag with Zippered Top, X-Large Frozen Foods Cold, Cooler Shopping Accessories, Insullated Bags, Black\", \"asin\": \"B07RTWWKV6\", \"price\": \"$16.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Monbix California King Comforter Set - 7 Pieces Cationic Dyeing Dark Grey Bed in a Bag Cal King Bed Sets with Comforter, Sheets, Pillowcases & Shams, Reversible Bedding Comforters Sets (108 * 92)\", \"asin\": \"B0DQXLF98L\", \"price\": \"$99.99\", \"delivery\": \"FREE delivery May 2 - 6 for Prime members\"},\n{\"title\": \"Carhartt Insulated Two Compartment Cooler, Durable Water Repellent Material W/Front Zippered Pocket for Camping, Beach & Travel\", \"asin\": \"B0DQ68D45K\", \"price\": \"$79.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"TOURIT 12L Carry Out Soft Cooler Insulated Travel Bag Lunch Cooler for Outdoor, Camping, Picnic, Travel\", \"asin\": \"B0CTHN7ZN9\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Igloo MaxCold Soft Coolers\", \"asin\": \"B09SGQ84HQ\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:48:44.346Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-25T20:48:44.346Z	click	search	rule	train	1,392	2025-04-25T20:48:44.346Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} {"timestamp": "2025-04-23T00:10:42.396Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-23T00:12:23.996Z", "action": "input", "action_argument": "laptop sleeve 14 inch"} {"timestamp": "2025-04-23T00:12:24.204Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-23T00:14:58.140Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-23T00:17:50.468Z", "action": "input", "action_argument": "baggu laptop sleeve 14 inch"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-25T20:48:11.683Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:11.897Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:27.359Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:34.299Z", "action": "input", "action_argument": "cooler bag in cal"} {"timestamp": "2025-04-25T20:48:36.815Z", "action": "click", "action_argument": "search"} <\|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": "cooler bag in cal"}], "promotion_items": [{"title": "Insulated Picnic/Shopping Cooler Bags, Pack of 5, Lightweight Soft Collapsible, Large Capacity, 35lbs, Fast Same Day Shipping", "asin": "B0881YWXFQ", "price": "$23.95", "quantity": ""}, {"title": "Lifewit Large Lunch Bag Insulated Lunch Box Soft Cooler Cooling Tote for Adult Men Women, Gray 12-Can (8.5L)", "asin": "B0B56H7WWM", "price": "$16.99", "quantity": ""}, {"title": "YETI Roadie 24 Hard Cooler", "asin": "B0DBWNMDKT", "price": "$200.00", "quantity": ""}, {"title": "TOURIT Cooler Backpack 30 Cans Lightweight Insulated Backpack Cooler Leak-Proof for Men and Women", "asin": "B08BCJQJ46", "price": "$36.99", "quantity": ""}, {"title": "iknoe Large Foldable Cooler Bag, 8.5L Insulated Lunch Bag, Leakproof Lunch Cooler Tote with Multi-bag Design Suitable for Beach, Picnic and Office Use, Black 15-Can", "asin": "B0CNG272T1", "price": "$11.79", "quantity": ""}, {"title": "Maelstrom Backpack Cooler,36 Can Cooler Backpack,Soft Cooler Bag Insulated Leakproof,Lightweight Ice Chest Backpack,Travel Cooler Lunch Backpack for Camping,Hiking,Beach,Black", "asin": "B0DRNF4P1X", "price": "$37.39", "quantity": ""}, {"title": "Dry Ice Packs for Shipping FDA Registered Non-Stick for Food TUV and SGS Tests Double-Sided Absorption Long Lasting Shipping Cold Packs for Coolers Lunch Bags Freezer", "asin": "B0DT9L5M29", "price": "$19.90", "quantity": ""}, {"title": "BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag", "asin": "B094VLZRN4", "price": "$28.99", "quantity": ""}, {"title": "TOURIT Ice Packs for Coolers Reusable Long Lasting Freezer Packs for Lunch Bags/Boxes, Cooler Backpack", "asin": "B07TWTR3K8", "price": "$12.99", "quantity": ""}, {"title": "Caddy Swag Golf Bag Cooler Beer Sleeve 6 Can - Fun Golfing Gifts for Men & Women - Camping, Hiking, Traveling, Food, General Use - Great for Golfers, Party Gift, Golf Push Cart Accessories & More", "asin": "B008PU39Q4", "price": "$19.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.", "asin": "B01ALB940Y"}, {"title": "Go to detail page for \"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.", "asin": "B07H463Q6Y"}, {"title": "Go to detail page for \"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.", "asin": "B0BLM3MK31"}], "search_results": [{"title": "Insulated Picnic/Shopping Cooler Bags, Pack of 5, Lightweight Soft Collapsible, Large Capacity, 35lbs, Fast Same Day Shipping", "asin": "B0881YWXFQ", "price": "$23.95", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "CleverMade Collapsible Insulated Cooler Bag \u2013 18 Can Leakproof Soft Cooler for Beach, Travel, Car \u2013 Shoulder Strap, Bottle Opener \u2013 Cool Gray/Midnight", "asin": "B0D3FC7N4P", "price": "$24.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "PICNIC TIME NCAA Unisex-Adult NCAA Topanga Tote Cooler Bag, Soft Cooler Bag, Picnic Cooler", "asin": "B004OHXAXY", "price": "$35.96", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "PackIt Freezable Zuma Can Cooler, Built with EcoFreeze Technology, Collapsible, Reusable, Zip Closure with Adjustable Shoulder Strap, Fits 15, 12 Oz Cans", "asin": "B09MGCNJ2S", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Amazon Basics Soft Insulated Cooler", "asin": "B0BX3HVQST", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Fit & Fresh Insulated Cooler Bag - Leak Proof Waterproof Beach Cooler Backpack for Women, 18 Can Soft Insulated Tote Bag for Travel & Lunch, Midnight Blue", "asin": "B0CQPPZB8W", "price": "$25.47", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Insulated Cooler Bag - Large 35 lbs Capacity (Pack of 1) \| Lightweight, Soft, Collapsible \| Ideal for Groceries, Camping, Hiking, Beach, Travel", "asin": "B07CVNHZS7", "price": "$11.84", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf", "asin": "B08L9TWSP6", "price": "$42.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Insulated Soft Cooler Bag, Large Ice Coolers Soft Sided Ice Chest for Beach, Collapsible and Portable", "asin": "B0D2Q8KCH2", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Soft Cooler Bag 35/45Can, Collapsible Cooler Insulated Leak Proof, Large Lunch Box for Men Women, Soft-Sided Cooler for Picnic, Grocery, Beach, Camping, Travel", "asin": "B0CWNRYXZJ", "price": "$22.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "TOURIT Cooler Bag 48/60 Cans Insulated Soft Cooler Large Collapsible Cooler Bag 32/40L Lunch Coolers for Picnic, Beach, Work, Trip", "asin": "B08RSKGYPM", "price": "$26.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Rachael Ray Jumbo Chillout Thermal Tote, Insulated Soft Sided Cooler Bag", "asin": "B083P62L8B", "price": "$22.82"}, {"title": "Maelstrom Soft Cooler Bag,Collapsible Soft Sided Cooler,24/30/60/75 Cans Beach Cooler,Ice Chest,Large Leakproof Camping Cooler,Portable Travel Cooler for Grocery Shopping,Camping,Road Trips", "asin": "B09F749WDH", "price": "$38.68", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Lifewit Large Lunch Bag Insulated Lunch Box Soft Cooler Cooling Tote for Adult Men Women, Gray 12-Can (8.5L)", "asin": "B0B56H7WWM", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Bison Coolers Softpak Series, Made in USA, Soft Cooler Bag Insulated Leak Proof for Beach, Travel, Camping, Picnic, Car, Trips, 24+ Hour Ice Retention", "asin": "B077THY9JS", "price": "$99.00", "delivery": "FREE delivery Mon, Apr 28"}, {"title": "Cooler Backpack - 40 Cans Insulated Backpack Cooler for Men & Women, 2 Leak Proof Compartments Cooler Bag for Picnic, Lunch, Camping and Beach - MIYCOO", "asin": "B0DM11HZ7Y", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "BALEINE 2Pk Insulated Reusable Grocery Bags, Collapsible Cooler Bag for Groceries, Heavy Duty Large Insulated Bag (Urban Gray)", "asin": "B0B38J93LK", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Cooler Bag, 8/16/30 Can Soft Sided Small Portable Insulated Cooling Pack, Everyday Lunch Cooler, Leakproof Ice Chest for Beach, Camping, Travel, Picnic", "asin": "B0DLKYMRPC", "price": "$22.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PINSUKO Insulated Bag, Lightweight, Waterproof, Reusable, 100% Recyclable, Food Safe, Holds Up to 30 lbs", "asin": "B01H0HXFKC", "price": "$18.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Soft Cooler Bag, Large Leakproof Beach Cooler, Collapsible Cooler with Adjustable Shoulder Straps, Ice Chest, Portable Insulated Bag Camping Cooler for Travel\uff06Camping\uff06Picnic", "asin": "B0D1CFKF2W", "price": "$32.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "TOURIT Cooler Backpack 30 Cans Lightweight Insulated Backpack Cooler Leak-Proof for Men and Women", "asin": "B08BCJQJ46", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "TuErcao 6 Can Mini Soft Cooler Bag for Beach Camping Travel Picnic Road Trip Leakproof Small Ice Chest, Insulated Cooler Lunch Box for Men Work", "asin": "B0DJQZ7S99", "price": "$16.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "ONTYZZ Cooler Bag Suit 16L+5L Soft Cooler Bag Large Lunch Cooler for Picnic, Beach, Work, Road Trip", "asin": "B0F1T6G3B7", "price": "$31.49", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 20 left in stock - order soon."}, {"title": "Maelstrom Soft Cooler Bag,Collapsible Soft Sided Cooler,24/30/60/75 Cans Beach Cooler,Ice Chest,Large Leakproof Camping Cooler,Portable Travel Cooler for Grocery Shopping,Camping,Road Trips", "asin": "B09PD3D27J", "price": "$31.48", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Fit & Fresh Large Insulated Cooler Bag, 1120 cu in, B&W Stripe, Polyester, 11 x 5 x 10 in", "asin": "B0BG6FMFXB", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Soft Cooler Bag, Large Leakproof Beach Cooler, Collapsible Cooler with Adjustable Shoulder Straps, Ice Chest, Portable Insulated Bag Camping Cooler for Travel\uff06Camping\uff06Picnic", "asin": "B0CYH4MR45", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "36L Large Soft Cooler Insulated Cooler Bag Soft Sided Collapsible Coolers for Travel, Camping, Beach. Leakproof, Waterproof, Expandable, 36L", "asin": "B0D9N43FNK", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Creative Green Life XL Insulated Reusable Grocery Bags (2-Pack) - Premium Quality Cooler Bags with Hard Bottom Insert, Stands Upright, Washable", "asin": "B0CWSJ1MN9", "price": "$27.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Maelstrom Soft Sided Cooler Bag, 30/40 Can Collapsible Insulated Ice Chest, Large Leakproof Camping & Travel Cooler for Kayaking & Beach", "asin": "B0DD76G35B", "price": "$35.81", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag", "asin": "B094VLZRN4", "price": "$28.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "iknoe Large Foldable Cooler Bag, 8.5L Insulated Lunch Bag, Leakproof Lunch Cooler Tote with Multi-bag Design Suitable for Beach, Picnic and Office Use, Black 15-Can", "asin": "B0CNG272T1", "price": "$11.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "TOURIT Ice Packs for Coolers Reusable Long Lasting Freezer Packs for Lunch Bags/Boxes, Cooler Backpack", "asin": "B07TWTR3K8", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Iknoe Large Cooler Bag Collapsible 24 Can Insulated Bags Leakproof Lunch Cooler Tote with Multi-Pockets for Adult Insulated Thermal Bag for Beach, Picnic, Office Work (New Black)", "asin": "B091GBR4Z9", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Large Waterproof Insulated Cooler Backpack for Men & Women, Leak Proof Cooler Backpack for Camping, Beach, Fishing, Picnic, Travel, Outdoor, 30L, 48Cans", "asin": "B0CC93FQN8", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "All-in-One Party Cooler Bag with Folding Design and Insulated Compartments -GETTOONE Ideal for Tailgating and Outdoor Events!", "asin": "B0BZVGTQCZ", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Athletico Golf Cooler Bag - Soft Sided Insulated Cooler Holds a 6 Pack of Cans or Two Wine Bottles (Black)", "asin": "B07Q423YN6", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Jumbo Insulated Cooler Bag (Green) with HD Thermal Insulation - Premium, Collapsible Soft Cooler Makes a Perfect Insulated Grocery Bag, Food Delivery Bag, Travel Bag, Beach or Picnic Bags", "asin": "B081LMD895", "price": "$28.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Coleman Chiller Insulated Soft Cooler, Leakproof 9/16/30 Can Cooler with 12+ Hour Ice Retention, Made with Recycled Materials", "asin": "B09HN1WTY5", "price": "$21.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "NZ home Insulated Cooler Bag and Food Warmer (XL Plus, 2 Pack) for Delivery & Grocery Shopping with Zippered Top, Black", "asin": "B071ZNFVMD", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Healthy Packers Ice Packs for Lunch Boxes & Coolers - Freezer Packs - Original Cool Pack \| Cooler Accessories for Beach, Camping & Fishing \| Slim & Long-Lasting Reusable Ice Pack for Cooler", "asin": "B0C9JL64XP", "price": "$13.49", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 8 left in stock - order soon."}, {"title": "Rachael Ray Chillout Soft Sided Cooler Bag - Insulated, Leak Proof, Portable for Travel", "asin": "B0F24WMDPB", "price": "$29.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Maelstrom Backpack Cooler,36 Can Cooler Backpack,Soft Cooler Bag Insulated Leakproof,Lightweight Ice Chest Backpack,Travel Cooler Lunch Backpack for Camping,Hiking,Beach,White", "asin": "B0DQWHWVNQ", "price": "$37.39", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "HSHRISH Tactical Lunch Box, Large Expandable Insulated Lunch Bag, Durable Waterproof Leakproof Cooler Bag for Adults/Men/Women/Work Outdoor Beach Trips, 20 Cans/15 L, Black", "asin": "B09CGVRVTK", "price": "$26.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag", "asin": "B0C1B2DK9Y", "price": "$28.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Fit & Fresh Foundry Soft Cooler Bag Insulated Leak Proof, 12 Can Small Soft Sided Cooler Bag for Men and Women, Portable Travel & Beach Cooler Bag with Removable Hard Liner, Stain Resistant", "asin": "B08XMHKL91", "price": "$29.99", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 10 left in stock (more on the way)."}, {"title": "Collapsible Reuseable Insulated Grocery Bag - Stackable Heavy Duty Grocery Tote - (1 Pack)", "asin": "B0BRQWT4Q5", "price": "$25.00", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "OPUX Soft Cooler Bag, Insulated Collapsible Lunch Cooler Bag for Men Work Camping Beach Travel, Portable Soft Sided Leakproof Waterproof Large Lunch Bag Box with Shoulder Strap 18 Cans, Charcoal Gray", "asin": "B07G8L5ZQP", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "TOURIT Insulated Cooler Bag: 20 Cans Soft Portable Leakproof Lunch Cooler Beach Travel Picnic Camping", "asin": "B0DJSN3NTL", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "TOURIT Cooler Bag - 6-Can Insulated Sleeve, Small Soft Golf Accessories for Men, Fits Discreetly in Golf Bag", "asin": "B0BSF5ZCZR", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "XXL Insulated Grocery Bags and Cooler Bag for Food Delivery Bag, Collapsible Cooler, Reusable Shopping Bags for Groceries with Zipper Top, Heavy Duty, Stands Upright(Black)", "asin": "B0D9JJ71BN", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "VENO 2 Pack Cooler Bags - Insulated for Food Delivery, Collapsible and Reusable Shopping Bags with Zipper, Foldable, Heavy-Duty, Stands Upright - Ideal for Groceries (Black, 2 Pack)", "asin": "B07DS29MY4", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Maelstrom Lunch Box, 23L Insulated Lunch Bag, Expandable Double Deck Cooler Bag, Lightweight Leakproof Tote Bag With Side Tissue Pocket, Suit For Men and Women, Black", "asin": "B09W9G8WCC", "price": "$25.78", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "TuErcao 6 Can Mini Soft Cooler Bag for Beach Camping Travel Picnic Road Trip Leakproof Small Ice Chest, Insulated Cooler Lunch Box for Men Work", "asin": "B0DJQZ7S99", "price": "$16.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "XXL-Larger Insulated Cooler Bags with Zipper Closure,Reusable Grocery Shopping Bags Keep Food Hot or Cold,Collapsible lunch bag,Grocery Transport,23\"W x 15\"H x 14\"D", "asin": "B087M6QG4Z", "price": "$20.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "MyLifeUNIT 80 Cans Insulated Cooler Bag for Food & Pizza Delivery Bag Suitable for Car, Bike, Camping, Picnic, Beach, XXX-Large Size", "asin": "B0C9Z5Q285", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Cooler Bags Insulated Leak Proof - Large Reusable Grocery Tote for Women - Ideal for Breastmilk Storage, Keeping Food and Drinks Cold or Hot - Perfect for Delivery, Travel, and Picnics", "asin": "B0B1Q169W1", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Camping Cooler Backpack 30 Cans, Soft Backpack Coolers Insulated Leak Proof Travel Cooler Bag Waterproof Lunch Picnic Beach Work Trip Thermal Bag Drink Beverage Beer Bag Cooler", "asin": "B0BDZ9H2RM", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Lifewit Large Lunch Bag Insulated Lunch Box Soft Cooler Cooling Tote for Adult Men Women, Black 24-Can (15L)", "asin": "B07GVBZ8K9", "price": "$21.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "musbus 2-Pack, XL-Large Insulated Grocery shopping bags, Black, reusable bag,thermal zipper,Collapsible,tote,cooler,food transport hot and cold,camping,Recycled Material delivery groceries", "asin": "B08JCTCLJF", "price": "$16.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Bodaon 2-Pack Insulated Reusable Grocery Bag with Zippered Top, X-Large Frozen Foods Cold, Cooler Shopping Accessories, Insullated Bags, Black", "asin": "B07RTWWKV6", "price": "$16.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Monbix California King Comforter Set - 7 Pieces Cationic Dyeing Dark Grey Bed in a Bag Cal King Bed Sets with Comforter, Sheets, Pillowcases & Shams, Reversible Bedding Comforters Sets (108 * 92)", "asin": "B0DQXLF98L", "price": "$99.99", "delivery": "FREE delivery May 2 - 6 for Prime members"}, {"title": "Carhartt Insulated Two Compartment Cooler, Durable Water Repellent Material W/Front Zippered Pocket for Camping, Beach & Travel", "asin": "B0DQ68D45K", "price": "$79.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "TOURIT 12L Carry Out Soft Cooler Insulated Travel Bag Lunch Cooler for Outdoor, Camping, Picnic, Travel", "asin": "B0CTHN7ZN9", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Igloo MaxCold Soft Coolers", "asin": "B09SGQ84HQ", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-25T20:48:44.346Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-25T20:48:44.346Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-25T20:48:44.346Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1392, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:34.299Z\", \"action\": \"input\", \"action_argument\": \"cooler bag in cal\"}\n{\"timestamp\": \"2025-04-25T20:48:36.815Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"cooler bag in cal\"}],\n\"promotion_items\": [{\"title\": \"Insulated Picnic/Shopping Cooler Bags, Pack of 5, Lightweight Soft Collapsible, Large Capacity, 35lbs, Fast Same Day Shipping\", \"asin\": \"B0881YWXFQ\", \"price\": \"$23.95\", \"quantity\": \"\"},\n{\"title\": \"Lifewit Large Lunch Bag Insulated Lunch Box Soft Cooler Cooling Tote for Adult Men Women, Gray 12-Can (8.5L)\", \"asin\": \"B0B56H7WWM\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"YETI Roadie 24 Hard Cooler\", \"asin\": \"B0DBWNMDKT\", \"price\": \"$200.00\", \"quantity\": \"\"},\n{\"title\": \"TOURIT Cooler Backpack 30 Cans Lightweight Insulated Backpack Cooler Leak-Proof for Men and Women\", \"asin\": \"B08BCJQJ46\", \"price\": \"$36.99\", \"quantity\": \"\"},\n{\"title\": \"iknoe Large Foldable Cooler Bag, 8.5L Insulated Lunch Bag, Leakproof Lunch Cooler Tote with Multi-bag Design Suitable for Beach, Picnic and Office Use, Black 15-Can\", \"asin\": \"B0CNG272T1\", \"price\": \"$11.79\", \"quantity\": \"\"},\n{\"title\": \"Maelstrom Backpack Cooler,36 Can Cooler Backpack,Soft Cooler Bag Insulated Leakproof,Lightweight Ice Chest Backpack,Travel Cooler Lunch Backpack for Camping,Hiking,Beach,Black\", \"asin\": \"B0DRNF4P1X\", \"price\": \"$37.39\", \"quantity\": \"\"},\n{\"title\": \"Dry Ice Packs for Shipping FDA Registered Non-Stick for Food TUV and SGS Tests Double-Sided Absorption Long Lasting Shipping Cold Packs for Coolers Lunch Bags Freezer\", \"asin\": \"B0DT9L5M29\", \"price\": \"$19.90\", \"quantity\": \"\"},\n{\"title\": \"BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag\", \"asin\": \"B094VLZRN4\", \"price\": \"$28.99\", \"quantity\": \"\"},\n{\"title\": \"TOURIT Ice Packs for Coolers Reusable Long Lasting Freezer Packs for Lunch Bags/Boxes, Cooler Backpack\", \"asin\": \"B07TWTR3K8\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"Caddy Swag Golf Bag Cooler Beer Sleeve 6 Can - Fun Golfing Gifts for Men & Women - Camping, Hiking, Traveling, Food, General Use - Great for Golfers, Party Gift, Golf Push Cart Accessories & More\", \"asin\": \"B008PU39Q4\", \"price\": \"$19.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\\\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B01ALB940Y\"},\n{\"title\": \"Go to detail page for \\\"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\\\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B07H463Q6Y\"},\n{\"title\": \"Go to detail page for \\\"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\\\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B0BLM3MK31\"}],\n\"search_results\": [{\"title\": \"Insulated Picnic/Shopping Cooler Bags, Pack of 5, Lightweight Soft Collapsible, Large Capacity, 35lbs, Fast Same Day Shipping\", \"asin\": \"B0881YWXFQ\", \"price\": \"$23.95\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"CleverMade Collapsible Insulated Cooler Bag \\u2013 18 Can Leakproof Soft Cooler for Beach, Travel, Car \\u2013 Shoulder Strap, Bottle Opener \\u2013 Cool Gray/Midnight\", \"asin\": \"B0D3FC7N4P\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"PICNIC TIME NCAA Unisex-Adult NCAA Topanga Tote Cooler Bag, Soft Cooler Bag, Picnic Cooler\", \"asin\": \"B004OHXAXY\", \"price\": \"$35.96\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"PackIt Freezable Zuma Can Cooler, Built with EcoFreeze Technology, Collapsible, Reusable, Zip Closure with Adjustable Shoulder Strap, Fits 15, 12 Oz Cans\", \"asin\": \"B09MGCNJ2S\", \"price\": \"$34.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Amazon Basics Soft Insulated Cooler\", \"asin\": \"B0BX3HVQST\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Fit & Fresh Insulated Cooler Bag - Leak Proof Waterproof Beach Cooler Backpack for Women, 18 Can Soft Insulated Tote Bag for Travel & Lunch, Midnight Blue\", \"asin\": \"B0CQPPZB8W\", \"price\": \"$25.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Insulated Cooler Bag - Large 35 lbs Capacity (Pack of 1) \| Lightweight, Soft, Collapsible \| Ideal for Groceries, Camping, Hiking, Beach, Travel\", \"asin\": \"B07CVNHZS7\", \"price\": \"$11.84\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf\", \"asin\": \"B08L9TWSP6\", \"price\": \"$42.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Insulated Soft Cooler Bag, Large Ice Coolers Soft Sided Ice Chest for Beach, Collapsible and Portable\", \"asin\": \"B0D2Q8KCH2\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Soft Cooler Bag 35/45Can, Collapsible Cooler Insulated Leak Proof, Large Lunch Box for Men Women, Soft-Sided Cooler for Picnic, Grocery, Beach, Camping, Travel\", \"asin\": \"B0CWNRYXZJ\", \"price\": \"$22.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOURIT Cooler Bag 48/60 Cans Insulated Soft Cooler Large Collapsible Cooler Bag 32/40L Lunch Coolers for Picnic, Beach, Work, Trip\", \"asin\": \"B08RSKGYPM\", \"price\": \"$26.49\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Rachael Ray Jumbo Chillout Thermal Tote, Insulated Soft Sided Cooler Bag\", \"asin\": \"B083P62L8B\", \"price\": \"$22.82\"},\n{\"title\": \"Maelstrom Soft Cooler Bag,Collapsible Soft Sided Cooler,24/30/60/75 Cans Beach Cooler,Ice Chest,Large Leakproof Camping Cooler,Portable Travel Cooler for Grocery Shopping,Camping,Road Trips\", \"asin\": \"B09F749WDH\", \"price\": \"$38.68\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Lifewit Large Lunch Bag Insulated Lunch Box Soft Cooler Cooling Tote for Adult Men Women, Gray 12-Can (8.5L)\", \"asin\": \"B0B56H7WWM\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Bison Coolers Softpak Series, Made in USA, Soft Cooler Bag Insulated Leak Proof for Beach, Travel, Camping, Picnic, Car, Trips, 24+ Hour Ice Retention\", \"asin\": \"B077THY9JS\", \"price\": \"$99.00\", \"delivery\": \"FREE delivery Mon, Apr 28\"},\n{\"title\": \"Cooler Backpack - 40 Cans Insulated Backpack Cooler for Men & Women, 2 Leak Proof Compartments Cooler Bag for Picnic, Lunch, Camping and Beach - MIYCOO\", \"asin\": \"B0DM11HZ7Y\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"BALEINE 2Pk Insulated Reusable Grocery Bags, Collapsible Cooler Bag for Groceries, Heavy Duty Large Insulated Bag (Urban Gray)\", \"asin\": \"B0B38J93LK\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Cooler Bag, 8/16/30 Can Soft Sided Small Portable Insulated Cooling Pack, Everyday Lunch Cooler, Leakproof Ice Chest for Beach, Camping, Travel, Picnic\", \"asin\": \"B0DLKYMRPC\", \"price\": \"$22.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"PINSUKO Insulated Bag, Lightweight, Waterproof, Reusable, 100% Recyclable, Food Safe, Holds Up to 30 lbs\", \"asin\": \"B01H0HXFKC\", \"price\": \"$18.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Soft Cooler Bag, Large Leakproof Beach Cooler, Collapsible Cooler with Adjustable Shoulder Straps, Ice Chest, Portable Insulated Bag Camping Cooler for Travel\\uff06Camping\\uff06Picnic\", \"asin\": \"B0D1CFKF2W\", \"price\": \"$32.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"TOURIT Cooler Backpack 30 Cans Lightweight Insulated Backpack Cooler Leak-Proof for Men and Women\", \"asin\": \"B08BCJQJ46\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TuErcao 6 Can Mini Soft Cooler Bag for Beach Camping Travel Picnic Road Trip Leakproof Small Ice Chest, Insulated Cooler Lunch Box for Men Work\", \"asin\": \"B0DJQZ7S99\", \"price\": \"$16.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"ONTYZZ Cooler Bag Suit 16L+5L Soft Cooler Bag Large Lunch Cooler for Picnic, Beach, Work, Road Trip\", \"asin\": \"B0F1T6G3B7\", \"price\": \"$31.49\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 20 left in stock - order soon.\"},\n{\"title\": \"Maelstrom Soft Cooler Bag,Collapsible Soft Sided Cooler,24/30/60/75 Cans Beach Cooler,Ice Chest,Large Leakproof Camping Cooler,Portable Travel Cooler for Grocery Shopping,Camping,Road Trips\", \"asin\": \"B09PD3D27J\", \"price\": \"$31.48\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Fit & Fresh Large Insulated Cooler Bag, 1120 cu in, B&W Stripe, Polyester, 11 x 5 x 10 in\", \"asin\": \"B0BG6FMFXB\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Soft Cooler Bag, Large Leakproof Beach Cooler, Collapsible Cooler with Adjustable Shoulder Straps, Ice Chest, Portable Insulated Bag Camping Cooler for Travel\\uff06Camping\\uff06Picnic\", \"asin\": \"B0CYH4MR45\", \"price\": \"$32.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"36L Large Soft Cooler Insulated Cooler Bag Soft Sided Collapsible Coolers for Travel, Camping, Beach. Leakproof, Waterproof, Expandable, 36L\", \"asin\": \"B0D9N43FNK\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Creative Green Life XL Insulated Reusable Grocery Bags (2-Pack) - Premium Quality Cooler Bags with Hard Bottom Insert, Stands Upright, Washable\", \"asin\": \"B0CWSJ1MN9\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Maelstrom Soft Sided Cooler Bag, 30/40 Can Collapsible Insulated Ice Chest, Large Leakproof Camping & Travel Cooler for Kayaking & Beach\", \"asin\": \"B0DD76G35B\", \"price\": \"$35.81\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag\", \"asin\": \"B094VLZRN4\", \"price\": \"$28.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"iknoe Large Foldable Cooler Bag, 8.5L Insulated Lunch Bag, Leakproof Lunch Cooler Tote with Multi-bag Design Suitable for Beach, Picnic and Office Use, Black 15-Can\", \"asin\": \"B0CNG272T1\", \"price\": \"$11.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"TOURIT Ice Packs for Coolers Reusable Long Lasting Freezer Packs for Lunch Bags/Boxes, Cooler Backpack\", \"asin\": \"B07TWTR3K8\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Iknoe Large Cooler Bag Collapsible 24 Can Insulated Bags Leakproof Lunch Cooler Tote with Multi-Pockets for Adult Insulated Thermal Bag for Beach, Picnic, Office Work (New Black)\", \"asin\": \"B091GBR4Z9\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Large Waterproof Insulated Cooler Backpack for Men & Women, Leak Proof Cooler Backpack for Camping, Beach, Fishing, Picnic, Travel, Outdoor, 30L, 48Cans\", \"asin\": \"B0CC93FQN8\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"All-in-One Party Cooler Bag with Folding Design and Insulated Compartments -GETTOONE Ideal for Tailgating and Outdoor Events!\", \"asin\": \"B0BZVGTQCZ\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Athletico Golf Cooler Bag - Soft Sided Insulated Cooler Holds a 6 Pack of Cans or Two Wine Bottles (Black)\", \"asin\": \"B07Q423YN6\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Jumbo Insulated Cooler Bag (Green) with HD Thermal Insulation - Premium, Collapsible Soft Cooler Makes a Perfect Insulated Grocery Bag, Food Delivery Bag, Travel Bag, Beach or Picnic Bags\", \"asin\": \"B081LMD895\", \"price\": \"$28.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Coleman Chiller Insulated Soft Cooler, Leakproof 9/16/30 Can Cooler with 12+ Hour Ice Retention, Made with Recycled Materials\", \"asin\": \"B09HN1WTY5\", \"price\": \"$21.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"NZ home Insulated Cooler Bag and Food Warmer (XL Plus, 2 Pack) for Delivery & Grocery Shopping with Zippered Top, Black\", \"asin\": \"B071ZNFVMD\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Healthy Packers Ice Packs for Lunch Boxes & Coolers - Freezer Packs - Original Cool Pack \| Cooler Accessories for Beach, Camping & Fishing \| Slim & Long-Lasting Reusable Ice Pack for Cooler\", \"asin\": \"B0C9JL64XP\", \"price\": \"$13.49\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 8 left in stock - order soon.\"},\n{\"title\": \"Rachael Ray Chillout Soft Sided Cooler Bag - Insulated, Leak Proof, Portable for Travel\", \"asin\": \"B0F24WMDPB\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Maelstrom Backpack Cooler,36 Can Cooler Backpack,Soft Cooler Bag Insulated Leakproof,Lightweight Ice Chest Backpack,Travel Cooler Lunch Backpack for Camping,Hiking,Beach,White\", \"asin\": \"B0DQWHWVNQ\", \"price\": \"$37.39\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"HSHRISH Tactical Lunch Box, Large Expandable Insulated Lunch Bag, Durable Waterproof Leakproof Cooler Bag for Adults/Men/Women/Work Outdoor Beach Trips, 20 Cans/15 L, Black\", \"asin\": \"B09CGVRVTK\", \"price\": \"$26.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag\", \"asin\": \"B0C1B2DK9Y\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Fit & Fresh Foundry Soft Cooler Bag Insulated Leak Proof, 12 Can Small Soft Sided Cooler Bag for Men and Women, Portable Travel & Beach Cooler Bag with Removable Hard Liner, Stain Resistant\", \"asin\": \"B08XMHKL91\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 10 left in stock (more on the way).\"},\n{\"title\": \"Collapsible Reuseable Insulated Grocery Bag - Stackable Heavy Duty Grocery Tote - (1 Pack)\", \"asin\": \"B0BRQWT4Q5\", \"price\": \"$25.00\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"OPUX Soft Cooler Bag, Insulated Collapsible Lunch Cooler Bag for Men Work Camping Beach Travel, Portable Soft Sided Leakproof Waterproof Large Lunch Bag Box with Shoulder Strap 18 Cans, Charcoal Gray\", \"asin\": \"B07G8L5ZQP\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOURIT Insulated Cooler Bag: 20 Cans Soft Portable Leakproof Lunch Cooler Beach Travel Picnic Camping\", \"asin\": \"B0DJSN3NTL\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOURIT Cooler Bag - 6-Can Insulated Sleeve, Small Soft Golf Accessories for Men, Fits Discreetly in Golf Bag\", \"asin\": \"B0BSF5ZCZR\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"XXL Insulated Grocery Bags and Cooler Bag for Food Delivery Bag, Collapsible Cooler, Reusable Shopping Bags for Groceries with Zipper Top, Heavy Duty, Stands Upright(Black)\", \"asin\": \"B0D9JJ71BN\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"VENO 2 Pack Cooler Bags - Insulated for Food Delivery, Collapsible and Reusable Shopping Bags with Zipper, Foldable, Heavy-Duty, Stands Upright - Ideal for Groceries (Black, 2 Pack)\", \"asin\": \"B07DS29MY4\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Maelstrom Lunch Box, 23L Insulated Lunch Bag, Expandable Double Deck Cooler Bag, Lightweight Leakproof Tote Bag With Side Tissue Pocket, Suit For Men and Women, Black\", \"asin\": \"B09W9G8WCC\", \"price\": \"$25.78\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"TuErcao 6 Can Mini Soft Cooler Bag for Beach Camping Travel Picnic Road Trip Leakproof Small Ice Chest, Insulated Cooler Lunch Box for Men Work\", \"asin\": \"B0DJQZ7S99\", \"price\": \"$16.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"XXL-Larger Insulated Cooler Bags with Zipper Closure,Reusable Grocery Shopping Bags Keep Food Hot or Cold,Collapsible lunch bag,Grocery Transport,23\\\"W x 15\\\"H x 14\\\"D\", \"asin\": \"B087M6QG4Z\", \"price\": \"$20.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"MyLifeUNIT 80 Cans Insulated Cooler Bag for Food & Pizza Delivery Bag Suitable for Car, Bike, Camping, Picnic, Beach, XXX-Large Size\", \"asin\": \"B0C9Z5Q285\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Cooler Bags Insulated Leak Proof - Large Reusable Grocery Tote for Women - Ideal for Breastmilk Storage, Keeping Food and Drinks Cold or Hot - Perfect for Delivery, Travel, and Picnics\", \"asin\": \"B0B1Q169W1\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Camping Cooler Backpack 30 Cans, Soft Backpack Coolers Insulated Leak Proof Travel Cooler Bag Waterproof Lunch Picnic Beach Work Trip Thermal Bag Drink Beverage Beer Bag Cooler\", \"asin\": \"B0BDZ9H2RM\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Lifewit Large Lunch Bag Insulated Lunch Box Soft Cooler Cooling Tote for Adult Men Women, Black 24-Can (15L)\", \"asin\": \"B07GVBZ8K9\", \"price\": \"$21.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"musbus 2-Pack, XL-Large Insulated Grocery shopping bags, Black, reusable bag,thermal zipper,Collapsible,tote,cooler,food transport hot and cold,camping,Recycled Material delivery groceries\", \"asin\": \"B08JCTCLJF\", \"price\": \"$16.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Bodaon 2-Pack Insulated Reusable Grocery Bag with Zippered Top, X-Large Frozen Foods Cold, Cooler Shopping Accessories, Insullated Bags, Black\", \"asin\": \"B07RTWWKV6\", \"price\": \"$16.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Monbix California King Comforter Set - 7 Pieces Cationic Dyeing Dark Grey Bed in a Bag Cal King Bed Sets with Comforter, Sheets, Pillowcases & Shams, Reversible Bedding Comforters Sets (108 * 92)\", \"asin\": \"B0DQXLF98L\", \"price\": \"$99.99\", \"delivery\": \"FREE delivery May 2 - 6 for Prime members\"},\n{\"title\": \"Carhartt Insulated Two Compartment Cooler, Durable Water Repellent Material W/Front Zippered Pocket for Camping, Beach & Travel\", \"asin\": \"B0DQ68D45K\", \"price\": \"$79.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"TOURIT 12L Carry Out Soft Cooler Insulated Travel Bag Lunch Cooler for Outdoor, Camping, Picnic, Travel\", \"asin\": \"B0CTHN7ZN9\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Igloo MaxCold Soft Coolers\", \"asin\": \"B09SGQ84HQ\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:48:44.346Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:34.299Z\", \"action\": \"input\", \"action_argument\": \"cooler bag in cal\"}\n{\"timestamp\": \"2025-04-25T20:48:36.815Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:44.346Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"cooler bag in car\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$68.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Insulated Picnic/Shopping Cooler Bags, Pack of 5, Lightweight Soft Collapsible, Large Capacity, 35lbs, Fast Same Day Shipping\", \"asin\": \"B0881YWXFQ\", \"price\": \"$23.95\", \"quantity\": \"\"},\n{\"title\": \"Lifewit Large Lunch Bag Insulated Lunch Box Soft Cooler Cooling Tote for Adult Men Women, Gray 12-Can (8.5L)\", \"asin\": \"B0B56H7WWM\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"YETI Roadie 24 Hard Cooler\", \"asin\": \"B0DBWNMDKT\", \"price\": \"$200.00\", \"quantity\": \"\"},\n{\"title\": \"TOURIT Cooler Backpack 30 Cans Lightweight Insulated Backpack Cooler Leak-Proof for Men and Women\", \"asin\": \"B08BCJQJ46\", \"price\": \"$36.99\", \"quantity\": \"\"},\n{\"title\": \"iknoe Large Foldable Cooler Bag, 8.5L Insulated Lunch Bag, Leakproof Lunch Cooler Tote with Multi-bag Design Suitable for Beach, Picnic and Office Use, Black 15-Can\", \"asin\": \"B0CNG272T1\", \"price\": \"$11.79\", \"quantity\": \"\"},\n{\"title\": \"Maelstrom Backpack Cooler,36 Can Cooler Backpack,Soft Cooler Bag Insulated Leakproof,Lightweight Ice Chest Backpack,Travel Cooler Lunch Backpack for Camping,Hiking,Beach,Black\", \"asin\": \"B0DRNF4P1X\", \"price\": \"$37.39\", \"quantity\": \"\"},\n{\"title\": \"Dry Ice Packs for Shipping FDA Registered Non-Stick for Food TUV and SGS Tests Double-Sided Absorption Long Lasting Shipping Cold Packs for Coolers Lunch Bags Freezer\", \"asin\": \"B0DT9L5M29\", \"price\": \"$19.90\", \"quantity\": \"\"},\n{\"title\": \"BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag\", \"asin\": \"B094VLZRN4\", \"price\": \"$28.99\", \"quantity\": \"\"},\n{\"title\": \"TOURIT Ice Packs for Coolers Reusable Long Lasting Freezer Packs for Lunch Bags/Boxes, Cooler Backpack\", \"asin\": \"B07TWTR3K8\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"Caddy Swag Golf Bag Cooler Beer Sleeve 6 Can - Fun Golfing Gifts for Men & Women - Camping, Hiking, Traveling, Food, General Use - Great for Golfers, Party Gift, Golf Push Cart Accessories & More\", \"asin\": \"B008PU39Q4\", \"price\": \"$19.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\\\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B01ALB940Y\"},\n{\"title\": \"Go to detail page for \\\"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\\\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B07H463Q6Y\"},\n{\"title\": \"Go to detail page for \\\"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\\\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B0BLM3MK31\"}],\n\"search_results\": [{\"title\": \"Insulated Picnic/Shopping Cooler Bags, Pack of 5, Lightweight Soft Collapsible, Large Capacity, 35lbs, Fast Same Day Shipping\", \"asin\": \"B0881YWXFQ\", \"price\": \"$23.95\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"CleverMade Collapsible Insulated Cooler Bag \\u2013 18 Can Leakproof Soft Cooler for Beach, Travel, Car \\u2013 Shoulder Strap, Bottle Opener \\u2013 Cool Gray/Midnight\", \"asin\": \"B0D3FC7N4P\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"PICNIC TIME NCAA Unisex-Adult NCAA Topanga Tote Cooler Bag, Soft Cooler Bag, Picnic Cooler\", \"asin\": \"B004OHXAXY\", \"price\": \"$35.96\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"PackIt Freezable Zuma Can Cooler, Built with EcoFreeze Technology, Collapsible, Reusable, Zip Closure with Adjustable Shoulder Strap, Fits 15, 12 Oz Cans\", \"asin\": \"B09MGCNJ2S\", \"price\": \"$34.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Amazon Basics Soft Insulated Cooler\", \"asin\": \"B0BX3HVQST\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Fit & Fresh Insulated Cooler Bag - Leak Proof Waterproof Beach Cooler Backpack for Women, 18 Can Soft Insulated Tote Bag for Travel & Lunch, Midnight Blue\", \"asin\": \"B0CQPPZB8W\", \"price\": \"$25.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Insulated Cooler Bag - Large 35 lbs Capacity (Pack of 1) \| Lightweight, Soft, Collapsible \| Ideal for Groceries, Camping, Hiking, Beach, Travel\", \"asin\": \"B07CVNHZS7\", \"price\": \"$11.84\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf\", \"asin\": \"B08L9TWSP6\", \"price\": \"$42.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Insulated Soft Cooler Bag, Large Ice Coolers Soft Sided Ice Chest for Beach, Collapsible and Portable\", \"asin\": \"B0D2Q8KCH2\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Soft Cooler Bag 35/45Can, Collapsible Cooler Insulated Leak Proof, Large Lunch Box for Men Women, Soft-Sided Cooler for Picnic, Grocery, Beach, Camping, Travel\", \"asin\": \"B0CWNRYXZJ\", \"price\": \"$22.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOURIT Cooler Bag 48/60 Cans Insulated Soft Cooler Large Collapsible Cooler Bag 32/40L Lunch Coolers for Picnic, Beach, Work, Trip\", \"asin\": \"B08RSKGYPM\", \"price\": \"$26.49\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Rachael Ray Jumbo Chillout Thermal Tote, Insulated Soft Sided Cooler Bag\", \"asin\": \"B083P62L8B\", \"price\": \"$22.82\"},\n{\"title\": \"Maelstrom Soft Cooler Bag,Collapsible Soft Sided Cooler,24/30/60/75 Cans Beach Cooler,Ice Chest,Large Leakproof Camping Cooler,Portable Travel Cooler for Grocery Shopping,Camping,Road Trips\", \"asin\": \"B09F749WDH\", \"price\": \"$38.68\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Lifewit Large Lunch Bag Insulated Lunch Box Soft Cooler Cooling Tote for Adult Men Women, Gray 12-Can (8.5L)\", \"asin\": \"B0B56H7WWM\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Bison Coolers Softpak Series, Made in USA, Soft Cooler Bag Insulated Leak Proof for Beach, Travel, Camping, Picnic, Car, Trips, 24+ Hour Ice Retention\", \"asin\": \"B077THY9JS\", \"price\": \"$99.00\", \"delivery\": \"FREE delivery Mon, Apr 28\"},\n{\"title\": \"Cooler Backpack - 40 Cans Insulated Backpack Cooler for Men & Women, 2 Leak Proof Compartments Cooler Bag for Picnic, Lunch, Camping and Beach - MIYCOO\", \"asin\": \"B0DM11HZ7Y\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"BALEINE 2Pk Insulated Reusable Grocery Bags, Collapsible Cooler Bag for Groceries, Heavy Duty Large Insulated Bag (Urban Gray)\", \"asin\": \"B0B38J93LK\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Cooler Bag, 8/16/30 Can Soft Sided Small Portable Insulated Cooling Pack, Everyday Lunch Cooler, Leakproof Ice Chest for Beach, Camping, Travel, Picnic\", \"asin\": \"B0DLKYMRPC\", \"price\": \"$22.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"PINSUKO Insulated Bag, Lightweight, Waterproof, Reusable, 100% Recyclable, Food Safe, Holds Up to 30 lbs\", \"asin\": \"B01H0HXFKC\", \"price\": \"$18.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Soft Cooler Bag, Large Leakproof Beach Cooler, Collapsible Cooler with Adjustable Shoulder Straps, Ice Chest, Portable Insulated Bag Camping Cooler for Travel\\uff06Camping\\uff06Picnic\", \"asin\": \"B0D1CFKF2W\", \"price\": \"$32.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"TOURIT Cooler Backpack 30 Cans Lightweight Insulated Backpack Cooler Leak-Proof for Men and Women\", \"asin\": \"B08BCJQJ46\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TuErcao 6 Can Mini Soft Cooler Bag for Beach Camping Travel Picnic Road Trip Leakproof Small Ice Chest, Insulated Cooler Lunch Box for Men Work\", \"asin\": \"B0DJQZ7S99\", \"price\": \"$16.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"ONTYZZ Cooler Bag Suit 16L+5L Soft Cooler Bag Large Lunch Cooler for Picnic, Beach, Work, Road Trip\", \"asin\": \"B0F1T6G3B7\", \"price\": \"$31.49\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 20 left in stock - order soon.\"},\n{\"title\": \"Maelstrom Soft Cooler Bag,Collapsible Soft Sided Cooler,24/30/60/75 Cans Beach Cooler,Ice Chest,Large Leakproof Camping Cooler,Portable Travel Cooler for Grocery Shopping,Camping,Road Trips\", \"asin\": \"B09PD3D27J\", \"price\": \"$31.48\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Fit & Fresh Large Insulated Cooler Bag, 1120 cu in, B&W Stripe, Polyester, 11 x 5 x 10 in\", \"asin\": \"B0BG6FMFXB\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Soft Cooler Bag, Large Leakproof Beach Cooler, Collapsible Cooler with Adjustable Shoulder Straps, Ice Chest, Portable Insulated Bag Camping Cooler for Travel\\uff06Camping\\uff06Picnic\", \"asin\": \"B0CYH4MR45\", \"price\": \"$32.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"36L Large Soft Cooler Insulated Cooler Bag Soft Sided Collapsible Coolers for Travel, Camping, Beach. Leakproof, Waterproof, Expandable, 36L\", \"asin\": \"B0D9N43FNK\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Creative Green Life XL Insulated Reusable Grocery Bags (2-Pack) - Premium Quality Cooler Bags with Hard Bottom Insert, Stands Upright, Washable\", \"asin\": \"B0CWSJ1MN9\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Maelstrom Soft Sided Cooler Bag, 30/40 Can Collapsible Insulated Ice Chest, Large Leakproof Camping & Travel Cooler for Kayaking & Beach\", \"asin\": \"B0DD76G35B\", \"price\": \"$35.81\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag\", \"asin\": \"B094VLZRN4\", \"price\": \"$28.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"iknoe Large Foldable Cooler Bag, 8.5L Insulated Lunch Bag, Leakproof Lunch Cooler Tote with Multi-bag Design Suitable for Beach, Picnic and Office Use, Black 15-Can\", \"asin\": \"B0CNG272T1\", \"price\": \"$11.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"TOURIT Ice Packs for Coolers Reusable Long Lasting Freezer Packs for Lunch Bags/Boxes, Cooler Backpack\", \"asin\": \"B07TWTR3K8\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Iknoe Large Cooler Bag Collapsible 24 Can Insulated Bags Leakproof Lunch Cooler Tote with Multi-Pockets for Adult Insulated Thermal Bag for Beach, Picnic, Office Work (New Black)\", \"asin\": \"B091GBR4Z9\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Large Waterproof Insulated Cooler Backpack for Men & Women, Leak Proof Cooler Backpack for Camping, Beach, Fishing, Picnic, Travel, Outdoor, 30L, 48Cans\", \"asin\": \"B0CC93FQN8\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"All-in-One Party Cooler Bag with Folding Design and Insulated Compartments -GETTOONE Ideal for Tailgating and Outdoor Events!\", \"asin\": \"B0BZVGTQCZ\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Athletico Golf Cooler Bag - Soft Sided Insulated Cooler Holds a 6 Pack of Cans or Two Wine Bottles (Black)\", \"asin\": \"B07Q423YN6\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Jumbo Insulated Cooler Bag (Green) with HD Thermal Insulation - Premium, Collapsible Soft Cooler Makes a Perfect Insulated Grocery Bag, Food Delivery Bag, Travel Bag, Beach or Picnic Bags\", \"asin\": \"B081LMD895\", \"price\": \"$28.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Coleman Chiller Insulated Soft Cooler, Leakproof 9/16/30 Can Cooler with 12+ Hour Ice Retention, Made with Recycled Materials\", \"asin\": \"B09HN1WTY5\", \"price\": \"$21.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"NZ home Insulated Cooler Bag and Food Warmer (XL Plus, 2 Pack) for Delivery & Grocery Shopping with Zippered Top, Black\", \"asin\": \"B071ZNFVMD\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Healthy Packers Ice Packs for Lunch Boxes & Coolers - Freezer Packs - Original Cool Pack \| Cooler Accessories for Beach, Camping & Fishing \| Slim & Long-Lasting Reusable Ice Pack for Cooler\", \"asin\": \"B0C9JL64XP\", \"price\": \"$13.49\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 8 left in stock - order soon.\"},\n{\"title\": \"Rachael Ray Chillout Soft Sided Cooler Bag - Insulated, Leak Proof, Portable for Travel\", \"asin\": \"B0F24WMDPB\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Maelstrom Backpack Cooler,36 Can Cooler Backpack,Soft Cooler Bag Insulated Leakproof,Lightweight Ice Chest Backpack,Travel Cooler Lunch Backpack for Camping,Hiking,Beach,White\", \"asin\": \"B0DQWHWVNQ\", \"price\": \"$37.39\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"HSHRISH Tactical Lunch Box, Large Expandable Insulated Lunch Bag, Durable Waterproof Leakproof Cooler Bag for Adults/Men/Women/Work Outdoor Beach Trips, 20 Cans/15 L, Black\", \"asin\": \"B09CGVRVTK\", \"price\": \"$26.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag\", \"asin\": \"B0C1B2DK9Y\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Fit & Fresh Foundry Soft Cooler Bag Insulated Leak Proof, 12 Can Small Soft Sided Cooler Bag for Men and Women, Portable Travel & Beach Cooler Bag with Removable Hard Liner, Stain Resistant\", \"asin\": \"B08XMHKL91\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 10 left in stock (more on the way).\"},\n{\"title\": \"Collapsible Reuseable Insulated Grocery Bag - Stackable Heavy Duty Grocery Tote - (1 Pack)\", \"asin\": \"B0BRQWT4Q5\", \"price\": \"$25.00\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"OPUX Soft Cooler Bag, Insulated Collapsible Lunch Cooler Bag for Men Work Camping Beach Travel, Portable Soft Sided Leakproof Waterproof Large Lunch Bag Box with Shoulder Strap 18 Cans, Charcoal Gray\", \"asin\": \"B07G8L5ZQP\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOURIT Insulated Cooler Bag: 20 Cans Soft Portable Leakproof Lunch Cooler Beach Travel Picnic Camping\", \"asin\": \"B0DJSN3NTL\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOURIT Cooler Bag - 6-Can Insulated Sleeve, Small Soft Golf Accessories for Men, Fits Discreetly in Golf Bag\", \"asin\": \"B0BSF5ZCZR\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"XXL Insulated Grocery Bags and Cooler Bag for Food Delivery Bag, Collapsible Cooler, Reusable Shopping Bags for Groceries with Zipper Top, Heavy Duty, Stands Upright(Black)\", \"asin\": \"B0D9JJ71BN\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"VENO 2 Pack Cooler Bags - Insulated for Food Delivery, Collapsible and Reusable Shopping Bags with Zipper, Foldable, Heavy-Duty, Stands Upright - Ideal for Groceries (Black, 2 Pack)\", \"asin\": \"B07DS29MY4\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Maelstrom Lunch Box, 23L Insulated Lunch Bag, Expandable Double Deck Cooler Bag, Lightweight Leakproof Tote Bag With Side Tissue Pocket, Suit For Men and Women, Black\", \"asin\": \"B09W9G8WCC\", \"price\": \"$25.78\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"TuErcao 6 Can Mini Soft Cooler Bag for Beach Camping Travel Picnic Road Trip Leakproof Small Ice Chest, Insulated Cooler Lunch Box for Men Work\", \"asin\": \"B0DJQZ7S99\", \"price\": \"$16.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"XXL-Larger Insulated Cooler Bags with Zipper Closure,Reusable Grocery Shopping Bags Keep Food Hot or Cold,Collapsible lunch bag,Grocery Transport,23\\\"W x 15\\\"H x 14\\\"D\", \"asin\": \"B087M6QG4Z\", \"price\": \"$20.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"MyLifeUNIT 80 Cans Insulated Cooler Bag for Food & Pizza Delivery Bag Suitable for Car, Bike, Camping, Picnic, Beach, XXX-Large Size\", \"asin\": \"B0C9Z5Q285\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Cooler Bags Insulated Leak Proof - Large Reusable Grocery Tote for Women - Ideal for Breastmilk Storage, Keeping Food and Drinks Cold or Hot - Perfect for Delivery, Travel, and Picnics\", \"asin\": \"B0B1Q169W1\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Camping Cooler Backpack 30 Cans, Soft Backpack Coolers Insulated Leak Proof Travel Cooler Bag Waterproof Lunch Picnic Beach Work Trip Thermal Bag Drink Beverage Beer Bag Cooler\", \"asin\": \"B0BDZ9H2RM\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Lifewit Large Lunch Bag Insulated Lunch Box Soft Cooler Cooling Tote for Adult Men Women, Black 24-Can (15L)\", \"asin\": \"B07GVBZ8K9\", \"price\": \"$21.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"musbus 2-Pack, XL-Large Insulated Grocery shopping bags, Black, reusable bag,thermal zipper,Collapsible,tote,cooler,food transport hot and cold,camping,Recycled Material delivery groceries\", \"asin\": \"B08JCTCLJF\", \"price\": \"$16.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Bodaon 2-Pack Insulated Reusable Grocery Bag with Zippered Top, X-Large Frozen Foods Cold, Cooler Shopping Accessories, Insullated Bags, Black\", \"asin\": \"B07RTWWKV6\", \"price\": \"$16.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Monbix California King Comforter Set - 7 Pieces Cationic Dyeing Dark Grey Bed in a Bag Cal King Bed Sets with Comforter, Sheets, Pillowcases & Shams, Reversible Bedding Comforters Sets (108 * 92)\", \"asin\": \"B0DQXLF98L\", \"price\": \"$99.99\", \"delivery\": \"FREE delivery May 2 - 6 for Prime members\"},\n{\"title\": \"Carhartt Insulated Two Compartment Cooler, Durable Water Repellent Material W/Front Zippered Pocket for Camping, Beach & Travel\", \"asin\": \"B0DQ68D45K\", \"price\": \"$79.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"TOURIT 12L Carry Out Soft Cooler Insulated Travel Bag Lunch Cooler for Outdoor, Camping, Picnic, Travel\", \"asin\": \"B0CTHN7ZN9\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Igloo MaxCold Soft Coolers\", \"asin\": \"B09SGQ84HQ\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:48:45.052Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-25T20:48:45.052Z	click	search	rule	train	1,393	2025-04-25T20:48:45.052Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} {"timestamp": "2025-04-23T00:10:42.396Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-23T00:12:23.996Z", "action": "input", "action_argument": "laptop sleeve 14 inch"} {"timestamp": "2025-04-23T00:12:24.204Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-23T00:14:58.140Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-23T00:17:50.468Z", "action": "input", "action_argument": "baggu laptop sleeve 14 inch"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-25T20:48:11.683Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:11.897Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:27.359Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:34.299Z", "action": "input", "action_argument": "cooler bag in cal"} {"timestamp": "2025-04-25T20:48:36.815Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:44.346Z", "action": "click", "action_argument": "search"} <\|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": "cooler bag in car"}], "cart_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$17.99", "quantity": "1"}, {"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - 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Fun Golfing Gifts for Men & Women - Camping, Hiking, Traveling, Food, General Use - Great for Golfers, Party Gift, Golf Push Cart Accessories & More", "asin": "B008PU39Q4", "price": "$19.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.", "asin": "B01ALB940Y"}, {"title": "Go to detail page for \"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.", "asin": "B07H463Q6Y"}, {"title": "Go to detail page for \"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.", "asin": "B0BLM3MK31"}], "search_results": [{"title": "Insulated Picnic/Shopping Cooler Bags, Pack of 5, Lightweight Soft Collapsible, Large Capacity, 35lbs, Fast Same Day Shipping", "asin": "B0881YWXFQ", "price": "$23.95", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "CleverMade Collapsible Insulated Cooler Bag \u2013 18 Can Leakproof Soft Cooler for Beach, Travel, Car \u2013 Shoulder Strap, Bottle Opener \u2013 Cool Gray/Midnight", "asin": "B0D3FC7N4P", "price": "$24.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "PICNIC TIME NCAA Unisex-Adult NCAA Topanga Tote Cooler Bag, Soft Cooler Bag, Picnic Cooler", "asin": "B004OHXAXY", "price": "$35.96", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "PackIt Freezable Zuma Can Cooler, Built with EcoFreeze Technology, Collapsible, Reusable, Zip Closure with Adjustable Shoulder Strap, Fits 15, 12 Oz Cans", "asin": "B09MGCNJ2S", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Amazon Basics Soft Insulated Cooler", "asin": "B0BX3HVQST", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Fit & Fresh Insulated Cooler Bag - Leak Proof Waterproof Beach Cooler Backpack for Women, 18 Can Soft Insulated Tote Bag for Travel & Lunch, Midnight Blue", "asin": "B0CQPPZB8W", "price": "$25.47", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Insulated Cooler Bag - Large 35 lbs Capacity (Pack of 1) \| Lightweight, Soft, Collapsible \| Ideal for Groceries, Camping, Hiking, Beach, Travel", "asin": "B07CVNHZS7", "price": "$11.84", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf", "asin": "B08L9TWSP6", "price": "$42.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Insulated Soft Cooler Bag, Large Ice Coolers Soft Sided Ice Chest for Beach, Collapsible and Portable", "asin": "B0D2Q8KCH2", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Soft Cooler Bag 35/45Can, Collapsible Cooler Insulated Leak Proof, Large Lunch Box for Men Women, Soft-Sided Cooler for Picnic, Grocery, Beach, Camping, Travel", "asin": "B0CWNRYXZJ", "price": "$22.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "TOURIT Cooler Bag 48/60 Cans Insulated Soft Cooler Large Collapsible Cooler Bag 32/40L Lunch Coolers for Picnic, Beach, Work, Trip", "asin": "B08RSKGYPM", "price": "$26.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Rachael Ray Jumbo Chillout Thermal Tote, Insulated Soft Sided Cooler Bag", "asin": "B083P62L8B", "price": "$22.82"}, {"title": "Maelstrom Soft Cooler Bag,Collapsible Soft Sided Cooler,24/30/60/75 Cans Beach Cooler,Ice Chest,Large Leakproof Camping Cooler,Portable Travel Cooler for Grocery Shopping,Camping,Road Trips", "asin": "B09F749WDH", "price": "$38.68", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Lifewit Large Lunch Bag Insulated Lunch Box Soft Cooler Cooling Tote for Adult Men Women, Gray 12-Can (8.5L)", "asin": "B0B56H7WWM", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Bison Coolers Softpak Series, Made in USA, Soft Cooler Bag Insulated Leak Proof for Beach, Travel, Camping, Picnic, Car, Trips, 24+ Hour Ice Retention", "asin": "B077THY9JS", "price": "$99.00", "delivery": "FREE delivery Mon, Apr 28"}, {"title": "Cooler Backpack - 40 Cans Insulated Backpack Cooler for Men & Women, 2 Leak Proof Compartments Cooler Bag for Picnic, Lunch, Camping and Beach - MIYCOO", "asin": "B0DM11HZ7Y", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "BALEINE 2Pk Insulated Reusable Grocery Bags, Collapsible Cooler Bag for Groceries, Heavy Duty Large Insulated Bag (Urban Gray)", "asin": "B0B38J93LK", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Cooler Bag, 8/16/30 Can Soft Sided Small Portable Insulated Cooling Pack, Everyday Lunch Cooler, Leakproof Ice Chest for Beach, Camping, Travel, Picnic", "asin": "B0DLKYMRPC", "price": "$22.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PINSUKO Insulated Bag, Lightweight, Waterproof, Reusable, 100% Recyclable, Food Safe, Holds Up to 30 lbs", "asin": "B01H0HXFKC", "price": "$18.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Soft Cooler Bag, Large Leakproof Beach Cooler, Collapsible Cooler with Adjustable Shoulder Straps, Ice Chest, Portable Insulated Bag Camping Cooler for Travel\uff06Camping\uff06Picnic", "asin": "B0D1CFKF2W", "price": "$32.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "TOURIT Cooler Backpack 30 Cans Lightweight Insulated Backpack Cooler Leak-Proof for Men and Women", "asin": "B08BCJQJ46", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "TuErcao 6 Can Mini Soft Cooler Bag for Beach Camping Travel Picnic Road Trip Leakproof Small Ice Chest, Insulated Cooler Lunch Box for Men Work", "asin": "B0DJQZ7S99", "price": "$16.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "ONTYZZ Cooler Bag Suit 16L+5L Soft Cooler Bag Large Lunch Cooler for Picnic, Beach, Work, Road Trip", "asin": "B0F1T6G3B7", "price": "$31.49", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 20 left in stock - order soon."}, {"title": "Maelstrom Soft Cooler Bag,Collapsible Soft Sided Cooler,24/30/60/75 Cans Beach Cooler,Ice Chest,Large Leakproof Camping Cooler,Portable Travel Cooler for Grocery Shopping,Camping,Road Trips", "asin": "B09PD3D27J", "price": "$31.48", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Fit & Fresh Large Insulated Cooler Bag, 1120 cu in, B&W Stripe, Polyester, 11 x 5 x 10 in", "asin": "B0BG6FMFXB", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Soft Cooler Bag, Large Leakproof Beach Cooler, Collapsible Cooler with Adjustable Shoulder Straps, Ice Chest, Portable Insulated Bag Camping Cooler for Travel\uff06Camping\uff06Picnic", "asin": "B0CYH4MR45", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "36L Large Soft Cooler Insulated Cooler Bag Soft Sided Collapsible Coolers for Travel, Camping, Beach. Leakproof, Waterproof, Expandable, 36L", "asin": "B0D9N43FNK", "price": "$36.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Creative Green Life XL Insulated Reusable Grocery Bags (2-Pack) - Premium Quality Cooler Bags with Hard Bottom Insert, Stands Upright, Washable", "asin": "B0CWSJ1MN9", "price": "$27.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Maelstrom Soft Sided Cooler Bag, 30/40 Can Collapsible Insulated Ice Chest, Large Leakproof Camping & Travel Cooler for Kayaking & Beach", "asin": "B0DD76G35B", "price": "$35.81", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag", "asin": "B094VLZRN4", "price": "$28.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "iknoe Large Foldable Cooler Bag, 8.5L Insulated Lunch Bag, Leakproof Lunch Cooler Tote with Multi-bag Design Suitable for Beach, Picnic and Office Use, Black 15-Can", "asin": "B0CNG272T1", "price": "$11.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "TOURIT Ice Packs for Coolers Reusable Long Lasting Freezer Packs for Lunch Bags/Boxes, Cooler Backpack", "asin": "B07TWTR3K8", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Iknoe Large Cooler Bag Collapsible 24 Can Insulated Bags Leakproof Lunch Cooler Tote with Multi-Pockets for Adult Insulated Thermal Bag for Beach, Picnic, Office Work (New Black)", "asin": "B091GBR4Z9", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Large Waterproof Insulated Cooler Backpack for Men & Women, Leak Proof Cooler Backpack for Camping, Beach, Fishing, Picnic, Travel, Outdoor, 30L, 48Cans", "asin": "B0CC93FQN8", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "All-in-One Party Cooler Bag with Folding Design and Insulated Compartments -GETTOONE Ideal for Tailgating and Outdoor Events!", "asin": "B0BZVGTQCZ", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Athletico Golf Cooler Bag - Soft Sided Insulated Cooler Holds a 6 Pack of Cans or Two Wine Bottles (Black)", "asin": "B07Q423YN6", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Jumbo Insulated Cooler Bag (Green) with HD Thermal Insulation - Premium, Collapsible Soft Cooler Makes a Perfect Insulated Grocery Bag, Food Delivery Bag, Travel Bag, Beach or Picnic Bags", "asin": "B081LMD895", "price": "$28.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Coleman Chiller Insulated Soft Cooler, Leakproof 9/16/30 Can Cooler with 12+ Hour Ice Retention, Made with Recycled Materials", "asin": "B09HN1WTY5", "price": "$21.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "NZ home Insulated Cooler Bag and Food Warmer (XL Plus, 2 Pack) for Delivery & Grocery Shopping with Zippered Top, Black", "asin": "B071ZNFVMD", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Healthy Packers Ice Packs for Lunch Boxes & Coolers - Freezer Packs - Original Cool Pack \| Cooler Accessories for Beach, Camping & Fishing \| Slim & Long-Lasting Reusable Ice Pack for Cooler", "asin": "B0C9JL64XP", "price": "$13.49", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 8 left in stock - order soon."}, {"title": "Rachael Ray Chillout Soft Sided Cooler Bag - Insulated, Leak Proof, Portable for Travel", "asin": "B0F24WMDPB", "price": "$29.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Maelstrom Backpack Cooler,36 Can Cooler Backpack,Soft Cooler Bag Insulated Leakproof,Lightweight Ice Chest Backpack,Travel Cooler Lunch Backpack for Camping,Hiking,Beach,White", "asin": "B0DQWHWVNQ", "price": "$37.39", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "HSHRISH Tactical Lunch Box, Large Expandable Insulated Lunch Bag, Durable Waterproof Leakproof Cooler Bag for Adults/Men/Women/Work Outdoor Beach Trips, 20 Cans/15 L, Black", "asin": "B09CGVRVTK", "price": "$26.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag", "asin": "B0C1B2DK9Y", "price": "$28.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Fit & Fresh Foundry Soft Cooler Bag Insulated Leak Proof, 12 Can Small Soft Sided Cooler Bag for Men and Women, Portable Travel & Beach Cooler Bag with Removable Hard Liner, Stain Resistant", "asin": "B08XMHKL91", "price": "$29.99", "delivery": " Two-Day FREE delivery Sun, Apr 27 Only 10 left in stock (more on the way)."}, {"title": "Collapsible Reuseable Insulated Grocery Bag - Stackable Heavy Duty Grocery Tote - (1 Pack)", "asin": "B0BRQWT4Q5", "price": "$25.00", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "OPUX Soft Cooler Bag, Insulated Collapsible Lunch Cooler Bag for Men Work Camping Beach Travel, Portable Soft Sided Leakproof Waterproof Large Lunch Bag Box with Shoulder Strap 18 Cans, Charcoal Gray", "asin": "B07G8L5ZQP", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "TOURIT Insulated Cooler Bag: 20 Cans Soft Portable Leakproof Lunch Cooler Beach Travel Picnic Camping", "asin": "B0DJSN3NTL", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "TOURIT Cooler Bag - 6-Can Insulated Sleeve, Small Soft Golf Accessories for Men, Fits Discreetly in Golf Bag", "asin": "B0BSF5ZCZR", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "XXL Insulated Grocery Bags and Cooler Bag for Food Delivery Bag, Collapsible Cooler, Reusable Shopping Bags for Groceries with Zipper Top, Heavy Duty, Stands Upright(Black)", "asin": "B0D9JJ71BN", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "VENO 2 Pack Cooler Bags - Insulated for Food Delivery, Collapsible and Reusable Shopping Bags with Zipper, Foldable, Heavy-Duty, Stands Upright - Ideal for Groceries (Black, 2 Pack)", "asin": "B07DS29MY4", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Maelstrom Lunch Box, 23L Insulated Lunch Bag, Expandable Double Deck Cooler Bag, Lightweight Leakproof Tote Bag With Side Tissue Pocket, Suit For Men and Women, Black", "asin": "B09W9G8WCC", "price": "$25.78", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "TuErcao 6 Can Mini Soft Cooler Bag for Beach Camping Travel Picnic Road Trip Leakproof Small Ice Chest, Insulated Cooler Lunch Box for Men Work", "asin": "B0DJQZ7S99", "price": "$16.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "XXL-Larger Insulated Cooler Bags with Zipper Closure,Reusable Grocery Shopping Bags Keep Food Hot or Cold,Collapsible lunch bag,Grocery Transport,23\"W x 15\"H x 14\"D", "asin": "B087M6QG4Z", "price": "$20.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "MyLifeUNIT 80 Cans Insulated Cooler Bag for Food & Pizza Delivery Bag Suitable for Car, Bike, Camping, Picnic, Beach, XXX-Large Size", "asin": "B0C9Z5Q285", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Cooler Bags Insulated Leak Proof - Large Reusable Grocery Tote for Women - Ideal for Breastmilk Storage, Keeping Food and Drinks Cold or Hot - Perfect for Delivery, Travel, and Picnics", "asin": "B0B1Q169W1", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Camping Cooler Backpack 30 Cans, Soft Backpack Coolers Insulated Leak Proof Travel Cooler Bag Waterproof Lunch Picnic Beach Work Trip Thermal Bag Drink Beverage Beer Bag Cooler", "asin": "B0BDZ9H2RM", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Lifewit Large Lunch Bag Insulated Lunch Box Soft Cooler Cooling Tote for Adult Men Women, Black 24-Can (15L)", "asin": "B07GVBZ8K9", "price": "$21.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "musbus 2-Pack, XL-Large Insulated Grocery shopping bags, Black, reusable bag,thermal zipper,Collapsible,tote,cooler,food transport hot and cold,camping,Recycled Material delivery groceries", "asin": "B08JCTCLJF", "price": "$16.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Bodaon 2-Pack Insulated Reusable Grocery Bag with Zippered Top, X-Large Frozen Foods Cold, Cooler Shopping Accessories, Insullated Bags, Black", "asin": "B07RTWWKV6", "price": "$16.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Monbix California King Comforter Set - 7 Pieces Cationic Dyeing Dark Grey Bed in a Bag Cal King Bed Sets with Comforter, Sheets, Pillowcases & Shams, Reversible Bedding Comforters Sets (108 * 92)", "asin": "B0DQXLF98L", "price": "$99.99", "delivery": "FREE delivery May 2 - 6 for Prime members"}, {"title": "Carhartt Insulated Two Compartment Cooler, Durable Water Repellent Material W/Front Zippered Pocket for Camping, Beach & Travel", "asin": "B0DQ68D45K", "price": "$79.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "TOURIT 12L Carry Out Soft Cooler Insulated Travel Bag Lunch Cooler for Outdoor, Camping, Picnic, Travel", "asin": "B0CTHN7ZN9", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Igloo MaxCold Soft Coolers", "asin": "B09SGQ84HQ", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-25T20:48:45.052Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-25T20:48:45.052Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-25T20:48:45.052Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1393, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:34.299Z\", \"action\": \"input\", \"action_argument\": \"cooler bag in cal\"}\n{\"timestamp\": \"2025-04-25T20:48:36.815Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:44.346Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"cooler bag in car\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$68.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Insulated Picnic/Shopping Cooler Bags, Pack of 5, Lightweight Soft Collapsible, Large Capacity, 35lbs, Fast Same Day Shipping\", \"asin\": \"B0881YWXFQ\", \"price\": \"$23.95\", \"quantity\": \"\"},\n{\"title\": \"Lifewit Large Lunch Bag Insulated Lunch Box Soft Cooler Cooling Tote for Adult Men Women, Gray 12-Can (8.5L)\", \"asin\": \"B0B56H7WWM\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"YETI Roadie 24 Hard Cooler\", \"asin\": \"B0DBWNMDKT\", \"price\": \"$200.00\", \"quantity\": \"\"},\n{\"title\": \"TOURIT Cooler Backpack 30 Cans Lightweight Insulated Backpack Cooler Leak-Proof for Men and Women\", \"asin\": \"B08BCJQJ46\", \"price\": \"$36.99\", \"quantity\": \"\"},\n{\"title\": \"iknoe Large Foldable Cooler Bag, 8.5L Insulated Lunch Bag, Leakproof Lunch Cooler Tote with Multi-bag Design Suitable for Beach, Picnic and Office Use, Black 15-Can\", \"asin\": \"B0CNG272T1\", \"price\": \"$11.79\", \"quantity\": \"\"},\n{\"title\": \"Maelstrom Backpack Cooler,36 Can Cooler Backpack,Soft Cooler Bag Insulated Leakproof,Lightweight Ice Chest Backpack,Travel Cooler Lunch Backpack for Camping,Hiking,Beach,Black\", \"asin\": \"B0DRNF4P1X\", \"price\": \"$37.39\", \"quantity\": \"\"},\n{\"title\": \"Dry Ice Packs for Shipping FDA Registered Non-Stick for Food TUV and SGS Tests Double-Sided Absorption Long Lasting Shipping Cold Packs for Coolers Lunch Bags Freezer\", \"asin\": \"B0DT9L5M29\", \"price\": \"$19.90\", \"quantity\": \"\"},\n{\"title\": \"BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag\", \"asin\": \"B094VLZRN4\", \"price\": \"$28.99\", \"quantity\": \"\"},\n{\"title\": \"TOURIT Ice Packs for Coolers Reusable Long Lasting Freezer Packs for Lunch Bags/Boxes, Cooler Backpack\", \"asin\": \"B07TWTR3K8\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"Caddy Swag Golf Bag Cooler Beer Sleeve 6 Can - Fun Golfing Gifts for Men & Women - Camping, Hiking, Traveling, Food, General Use - Great for Golfers, Party Gift, Golf Push Cart Accessories & More\", \"asin\": \"B008PU39Q4\", \"price\": \"$19.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\\\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B01ALB940Y\"},\n{\"title\": \"Go to detail page for \\\"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\\\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B07H463Q6Y\"},\n{\"title\": \"Go to detail page for \\\"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf.\\\" Rated 4.6 out of 5 stars by 51648 reviews. Eligible for Prime. Best seller.\", \"asin\": \"B0BLM3MK31\"}],\n\"search_results\": [{\"title\": \"Insulated Picnic/Shopping Cooler Bags, Pack of 5, Lightweight Soft Collapsible, Large Capacity, 35lbs, Fast Same Day Shipping\", \"asin\": \"B0881YWXFQ\", \"price\": \"$23.95\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"CleverMade Collapsible Insulated Cooler Bag \\u2013 18 Can Leakproof Soft Cooler for Beach, Travel, Car \\u2013 Shoulder Strap, Bottle Opener \\u2013 Cool Gray/Midnight\", \"asin\": \"B0D3FC7N4P\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"PICNIC TIME NCAA Unisex-Adult NCAA Topanga Tote Cooler Bag, Soft Cooler Bag, Picnic Cooler\", \"asin\": \"B004OHXAXY\", \"price\": \"$35.96\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"PackIt Freezable Zuma Can Cooler, Built with EcoFreeze Technology, Collapsible, Reusable, Zip Closure with Adjustable Shoulder Strap, Fits 15, 12 Oz Cans\", \"asin\": \"B09MGCNJ2S\", \"price\": \"$34.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Amazon Basics Soft Insulated Cooler\", \"asin\": \"B0BX3HVQST\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Fit & Fresh Insulated Cooler Bag - Leak Proof Waterproof Beach Cooler Backpack for Women, 18 Can Soft Insulated Tote Bag for Travel & Lunch, Midnight Blue\", \"asin\": \"B0CQPPZB8W\", \"price\": \"$25.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Insulated Cooler Bag - Large 35 lbs Capacity (Pack of 1) \| Lightweight, Soft, Collapsible \| Ideal for Groceries, Camping, Hiking, Beach, Travel\", \"asin\": \"B07CVNHZS7\", \"price\": \"$11.84\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf\", \"asin\": \"B08L9TWSP6\", \"price\": \"$42.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Insulated Soft Cooler Bag, Large Ice Coolers Soft Sided Ice Chest for Beach, Collapsible and Portable\", \"asin\": \"B0D2Q8KCH2\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Soft Cooler Bag 35/45Can, Collapsible Cooler Insulated Leak Proof, Large Lunch Box for Men Women, Soft-Sided Cooler for Picnic, Grocery, Beach, Camping, Travel\", \"asin\": \"B0CWNRYXZJ\", \"price\": \"$22.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOURIT Cooler Bag 48/60 Cans Insulated Soft Cooler Large Collapsible Cooler Bag 32/40L Lunch Coolers for Picnic, Beach, Work, Trip\", \"asin\": \"B08RSKGYPM\", \"price\": \"$26.49\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Rachael Ray Jumbo Chillout Thermal Tote, Insulated Soft Sided Cooler Bag\", \"asin\": \"B083P62L8B\", \"price\": \"$22.82\"},\n{\"title\": \"Maelstrom Soft Cooler Bag,Collapsible Soft Sided Cooler,24/30/60/75 Cans Beach Cooler,Ice Chest,Large Leakproof Camping Cooler,Portable Travel Cooler for Grocery Shopping,Camping,Road Trips\", \"asin\": \"B09F749WDH\", \"price\": \"$38.68\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Lifewit Large Lunch Bag Insulated Lunch Box Soft Cooler Cooling Tote for Adult Men Women, Gray 12-Can (8.5L)\", \"asin\": \"B0B56H7WWM\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Bison Coolers Softpak Series, Made in USA, Soft Cooler Bag Insulated Leak Proof for Beach, Travel, Camping, Picnic, Car, Trips, 24+ Hour Ice Retention\", \"asin\": \"B077THY9JS\", \"price\": \"$99.00\", \"delivery\": \"FREE delivery Mon, Apr 28\"},\n{\"title\": \"Cooler Backpack - 40 Cans Insulated Backpack Cooler for Men & Women, 2 Leak Proof Compartments Cooler Bag for Picnic, Lunch, Camping and Beach - MIYCOO\", \"asin\": \"B0DM11HZ7Y\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"BALEINE 2Pk Insulated Reusable Grocery Bags, Collapsible Cooler Bag for Groceries, Heavy Duty Large Insulated Bag (Urban Gray)\", \"asin\": \"B0B38J93LK\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Cooler Bag, 8/16/30 Can Soft Sided Small Portable Insulated Cooling Pack, Everyday Lunch Cooler, Leakproof Ice Chest for Beach, Camping, Travel, Picnic\", \"asin\": \"B0DLKYMRPC\", \"price\": \"$22.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"PINSUKO Insulated Bag, Lightweight, Waterproof, Reusable, 100% Recyclable, Food Safe, Holds Up to 30 lbs\", \"asin\": \"B01H0HXFKC\", \"price\": \"$18.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Soft Cooler Bag, Large Leakproof Beach Cooler, Collapsible Cooler with Adjustable Shoulder Straps, Ice Chest, Portable Insulated Bag Camping Cooler for Travel\\uff06Camping\\uff06Picnic\", \"asin\": \"B0D1CFKF2W\", \"price\": \"$32.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"TOURIT Cooler Backpack 30 Cans Lightweight Insulated Backpack Cooler Leak-Proof for Men and Women\", \"asin\": \"B08BCJQJ46\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TuErcao 6 Can Mini Soft Cooler Bag for Beach Camping Travel Picnic Road Trip Leakproof Small Ice Chest, Insulated Cooler Lunch Box for Men Work\", \"asin\": \"B0DJQZ7S99\", \"price\": \"$16.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"ONTYZZ Cooler Bag Suit 16L+5L Soft Cooler Bag Large Lunch Cooler for Picnic, Beach, Work, Road Trip\", \"asin\": \"B0F1T6G3B7\", \"price\": \"$31.49\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 20 left in stock - order soon.\"},\n{\"title\": \"Maelstrom Soft Cooler Bag,Collapsible Soft Sided Cooler,24/30/60/75 Cans Beach Cooler,Ice Chest,Large Leakproof Camping Cooler,Portable Travel Cooler for Grocery Shopping,Camping,Road Trips\", \"asin\": \"B09PD3D27J\", \"price\": \"$31.48\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Fit & Fresh Large Insulated Cooler Bag, 1120 cu in, B&W Stripe, Polyester, 11 x 5 x 10 in\", \"asin\": \"B0BG6FMFXB\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Soft Cooler Bag, Large Leakproof Beach Cooler, Collapsible Cooler with Adjustable Shoulder Straps, Ice Chest, Portable Insulated Bag Camping Cooler for Travel\\uff06Camping\\uff06Picnic\", \"asin\": \"B0CYH4MR45\", \"price\": \"$32.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"36L Large Soft Cooler Insulated Cooler Bag Soft Sided Collapsible Coolers for Travel, Camping, Beach. Leakproof, Waterproof, Expandable, 36L\", \"asin\": \"B0D9N43FNK\", \"price\": \"$36.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Creative Green Life XL Insulated Reusable Grocery Bags (2-Pack) - Premium Quality Cooler Bags with Hard Bottom Insert, Stands Upright, Washable\", \"asin\": \"B0CWSJ1MN9\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Maelstrom Soft Sided Cooler Bag, 30/40 Can Collapsible Insulated Ice Chest, Large Leakproof Camping & Travel Cooler for Kayaking & Beach\", \"asin\": \"B0DD76G35B\", \"price\": \"$35.81\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag\", \"asin\": \"B094VLZRN4\", \"price\": \"$28.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"iknoe Large Foldable Cooler Bag, 8.5L Insulated Lunch Bag, Leakproof Lunch Cooler Tote with Multi-bag Design Suitable for Beach, Picnic and Office Use, Black 15-Can\", \"asin\": \"B0CNG272T1\", \"price\": \"$11.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"TOURIT Ice Packs for Coolers Reusable Long Lasting Freezer Packs for Lunch Bags/Boxes, Cooler Backpack\", \"asin\": \"B07TWTR3K8\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Iknoe Large Cooler Bag Collapsible 24 Can Insulated Bags Leakproof Lunch Cooler Tote with Multi-Pockets for Adult Insulated Thermal Bag for Beach, Picnic, Office Work (New Black)\", \"asin\": \"B091GBR4Z9\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Large Waterproof Insulated Cooler Backpack for Men & Women, Leak Proof Cooler Backpack for Camping, Beach, Fishing, Picnic, Travel, Outdoor, 30L, 48Cans\", \"asin\": \"B0CC93FQN8\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"All-in-One Party Cooler Bag with Folding Design and Insulated Compartments -GETTOONE Ideal for Tailgating and Outdoor Events!\", \"asin\": \"B0BZVGTQCZ\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Athletico Golf Cooler Bag - Soft Sided Insulated Cooler Holds a 6 Pack of Cans or Two Wine Bottles (Black)\", \"asin\": \"B07Q423YN6\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Jumbo Insulated Cooler Bag (Green) with HD Thermal Insulation - Premium, Collapsible Soft Cooler Makes a Perfect Insulated Grocery Bag, Food Delivery Bag, Travel Bag, Beach or Picnic Bags\", \"asin\": \"B081LMD895\", \"price\": \"$28.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Coleman Chiller Insulated Soft Cooler, Leakproof 9/16/30 Can Cooler with 12+ Hour Ice Retention, Made with Recycled Materials\", \"asin\": \"B09HN1WTY5\", \"price\": \"$21.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"NZ home Insulated Cooler Bag and Food Warmer (XL Plus, 2 Pack) for Delivery & Grocery Shopping with Zippered Top, Black\", \"asin\": \"B071ZNFVMD\", \"price\": \"$29.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Healthy Packers Ice Packs for Lunch Boxes & Coolers - Freezer Packs - Original Cool Pack \| Cooler Accessories for Beach, Camping & Fishing \| Slim & Long-Lasting Reusable Ice Pack for Cooler\", \"asin\": \"B0C9JL64XP\", \"price\": \"$13.49\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 8 left in stock - order soon.\"},\n{\"title\": \"Rachael Ray Chillout Soft Sided Cooler Bag - Insulated, Leak Proof, Portable for Travel\", \"asin\": \"B0F24WMDPB\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Maelstrom Backpack Cooler,36 Can Cooler Backpack,Soft Cooler Bag Insulated Leakproof,Lightweight Ice Chest Backpack,Travel Cooler Lunch Backpack for Camping,Hiking,Beach,White\", \"asin\": \"B0DQWHWVNQ\", \"price\": \"$37.39\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"HSHRISH Tactical Lunch Box, Large Expandable Insulated Lunch Bag, Durable Waterproof Leakproof Cooler Bag for Adults/Men/Women/Work Outdoor Beach Trips, 20 Cans/15 L, Black\", \"asin\": \"B09CGVRVTK\", \"price\": \"$26.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag\", \"asin\": \"B0C1B2DK9Y\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Fit & Fresh Foundry Soft Cooler Bag Insulated Leak Proof, 12 Can Small Soft Sided Cooler Bag for Men and Women, Portable Travel & Beach Cooler Bag with Removable Hard Liner, Stain Resistant\", \"asin\": \"B08XMHKL91\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27 Only 10 left in stock (more on the way).\"},\n{\"title\": \"Collapsible Reuseable Insulated Grocery Bag - Stackable Heavy Duty Grocery Tote - (1 Pack)\", \"asin\": \"B0BRQWT4Q5\", \"price\": \"$25.00\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"OPUX Soft Cooler Bag, Insulated Collapsible Lunch Cooler Bag for Men Work Camping Beach Travel, Portable Soft Sided Leakproof Waterproof Large Lunch Bag Box with Shoulder Strap 18 Cans, Charcoal Gray\", \"asin\": \"B07G8L5ZQP\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOURIT Insulated Cooler Bag: 20 Cans Soft Portable Leakproof Lunch Cooler Beach Travel Picnic Camping\", \"asin\": \"B0DJSN3NTL\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TOURIT Cooler Bag - 6-Can Insulated Sleeve, Small Soft Golf Accessories for Men, Fits Discreetly in Golf Bag\", \"asin\": \"B0BSF5ZCZR\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"XXL Insulated Grocery Bags and Cooler Bag for Food Delivery Bag, Collapsible Cooler, Reusable Shopping Bags for Groceries with Zipper Top, Heavy Duty, Stands Upright(Black)\", \"asin\": \"B0D9JJ71BN\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"VENO 2 Pack Cooler Bags - Insulated for Food Delivery, Collapsible and Reusable Shopping Bags with Zipper, Foldable, Heavy-Duty, Stands Upright - Ideal for Groceries (Black, 2 Pack)\", \"asin\": \"B07DS29MY4\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Maelstrom Lunch Box, 23L Insulated Lunch Bag, Expandable Double Deck Cooler Bag, Lightweight Leakproof Tote Bag With Side Tissue Pocket, Suit For Men and Women, Black\", \"asin\": \"B09W9G8WCC\", \"price\": \"$25.78\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"TuErcao 6 Can Mini Soft Cooler Bag for Beach Camping Travel Picnic Road Trip Leakproof Small Ice Chest, Insulated Cooler Lunch Box for Men Work\", \"asin\": \"B0DJQZ7S99\", \"price\": \"$16.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"XXL-Larger Insulated Cooler Bags with Zipper Closure,Reusable Grocery Shopping Bags Keep Food Hot or Cold,Collapsible lunch bag,Grocery Transport,23\\\"W x 15\\\"H x 14\\\"D\", \"asin\": \"B087M6QG4Z\", \"price\": \"$20.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"MyLifeUNIT 80 Cans Insulated Cooler Bag for Food & Pizza Delivery Bag Suitable for Car, Bike, Camping, Picnic, Beach, XXX-Large Size\", \"asin\": \"B0C9Z5Q285\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Cooler Bags Insulated Leak Proof - Large Reusable Grocery Tote for Women - Ideal for Breastmilk Storage, Keeping Food and Drinks Cold or Hot - Perfect for Delivery, Travel, and Picnics\", \"asin\": \"B0B1Q169W1\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Camping Cooler Backpack 30 Cans, Soft Backpack Coolers Insulated Leak Proof Travel Cooler Bag Waterproof Lunch Picnic Beach Work Trip Thermal Bag Drink Beverage Beer Bag Cooler\", \"asin\": \"B0BDZ9H2RM\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Lifewit Large Lunch Bag Insulated Lunch Box Soft Cooler Cooling Tote for Adult Men Women, Black 24-Can (15L)\", \"asin\": \"B07GVBZ8K9\", \"price\": \"$21.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"musbus 2-Pack, XL-Large Insulated Grocery shopping bags, Black, reusable bag,thermal zipper,Collapsible,tote,cooler,food transport hot and cold,camping,Recycled Material delivery groceries\", \"asin\": \"B08JCTCLJF\", \"price\": \"$16.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Bodaon 2-Pack Insulated Reusable Grocery Bag with Zippered Top, X-Large Frozen Foods Cold, Cooler Shopping Accessories, Insullated Bags, Black\", \"asin\": \"B07RTWWKV6\", \"price\": \"$16.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Monbix California King Comforter Set - 7 Pieces Cationic Dyeing Dark Grey Bed in a Bag Cal King Bed Sets with Comforter, Sheets, Pillowcases & Shams, Reversible Bedding Comforters Sets (108 * 92)\", \"asin\": \"B0DQXLF98L\", \"price\": \"$99.99\", \"delivery\": \"FREE delivery May 2 - 6 for Prime members\"},\n{\"title\": \"Carhartt Insulated Two Compartment Cooler, Durable Water Repellent Material W/Front Zippered Pocket for Camping, Beach & Travel\", \"asin\": \"B0DQ68D45K\", \"price\": \"$79.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"TOURIT 12L Carry Out Soft Cooler Insulated Travel Bag Lunch Cooler for Outdoor, Camping, Picnic, Travel\", \"asin\": \"B0CTHN7ZN9\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Igloo MaxCold Soft Coolers\", \"asin\": \"B09SGQ84HQ\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:48:45.052Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": 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11 AM on $25 of qualifying items\"},\n{\"title\": \"Soft Cooler Bag 35/45Can, Collapsible Cooler Insulated Leak Proof, Large Lunch Box for Men Women, Soft-Sided Cooler for Picnic, Grocery, Beach, Camping, Travel\", \"asin\": \"B0CWNT3B3H\", \"price\": \"$22.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Waterproof Car Organizer with Lid, Car Cooler Bag with Cup Holder and Tissue Box\", \"asin\": \"B0CMPZY78B\", \"price\": \"$35.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Iknoe Large Cooler Bag Collapsible 24 Can Insulated Bags Leakproof Lunch Cooler Tote with Multi-Pockets for Adult Insulated Thermal Bag for Beach, Picnic, Office Work (New Black)\", \"asin\": \"B091GBR4Z9\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"CleverMade Collapsible Insulated Cooler Bag \\u2013 30 Can Leakproof Soft Cooler for Beach, Travel, Car \\u2013 Shoulder Strap, Bottle Opener \\u2013 Midnight\", \"asin\": \"B0B3YDFT6V\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Only 1 left in stock - order soon.\"},\n{\"title\": \"Backpack Cooler Insulated Leak Proof 30/45 Cans, 2 Insulated Compartments Thermal Bag, Portable Lightweight Beach Travel Camping Lunch Backpack for Men and Women\", \"asin\": \"B08VDBW5PW\", \"price\": \"$28.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Maelstrom Soft Cooler Bag,Collapsible Soft Sided Cooler,24/30/60/75 Cans Beach Cooler,Ice Chest,Large Leakproof Camping Cooler,Portable Travel Cooler for Grocery Shopping,Camping,Road Trips\", \"asin\": \"B09F733B2M\", \"price\": \"$38.68\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"EVERFUN Small Cooler Lunch Box Mini Leak-Proof Soft Double Deck 24 Can Personal Insulated Collapsible Portable Waterproof Lunch Bag Ice Chest for Men Women Work Travel Car Picnic Beach, Black\", \"asin\": \"B0B7W6VXLM\", \"price\": \"$28.49\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"TOURIT Cooler Bag 24/35/46-Can Insulated Soft Cooler Portable Cooler Bag 14.6/24/32L Large Lunch Cooler for Picnic, Beach, Work, Trip\", \"asin\": \"B08VDPNH2C\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Green Bulldog 2Pack Insulated Grocery Bags \\u2013 Foldable Reusable Cooler Bags with Handles for Everyday Use, Groceries, Food Delivery, and Shopping \\u2013 16\\u201dx9\\u201dx13\\u201d, Gray\", \"asin\": \"B0DGLJ7QPB\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Camping Cooler Backpack 30 Cans, Soft Backpack Coolers Insulated Leak Proof Travel Cooler Bag Waterproof Lunch Picnic Beach Work Trip Thermal Bag Drink Beverage Beer Bag Cooler\", \"asin\": \"B0BDZ9H2RM\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"LHZK Jumbo Insulated Cooler Bag with HD Thermal Insulation - Collapsible Waterproof Insulated Tote Bag with Zippered & Handles, Soft Cooler Makes a Perfect Grocery, Beach, Travel, Picnic (50L, Grey)\", \"asin\": \"B09KQ4H9TN\", \"price\": \"$22.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Cooler Backpack - 40 Cans Insulated Backpack Cooler for Men & Women, 2 Leak Proof Compartments Cooler Bag for Picnic, Lunch, Camping and Beach - MIYCOO\", \"asin\": \"B0DM11HZ7Y\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Deep Freeze Cooler Soft Sided Cooler Bag, 34 Can Collapsible Insulated Ice Chest, Large Leakproof Camping & Travel Cooler for Kayaking & Beach\", \"asin\": \"B0BC1HZFRC\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"musbus 2-Pack XL-Large Insulated Grocery Shopping Bags, Red, Reusable, Heavy Duty, Zipped Zipper,Collapsible,Tote,Cooler,Groceries,for car,Recycled Material Warm Foldable Bag\\u2026\", \"asin\": \"B08JD4B6F1\", \"price\": \"$15.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"PEASUG Insulated Bags for Food Delivery, XXXL Pizza Delivery Bags for Large Capacity Cooler Bag Keep Food Warm for Grocery Shopping and Catering, Foldable, Heavy-Duty (Black)\", \"asin\": \"B0DSZ9C22R\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TuErcao 6 Can Mini Soft Cooler Bag for Beach Camping Travel Picnic Road Trip Leakproof Small Ice Chest, Insulated Cooler Lunch Box for Men Work\", \"asin\": \"B0DJQZ7S99\", \"price\": \"$16.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"2 Pack Insulated Grocery Bags - Stackable Collapsible Foldable Reusable Cooler Totes for Groceries, Frozen Food & Travel\", \"asin\": \"B0DSVMD3XB\", \"price\": \"$39.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Nook Theory Reusable Insulated Grocery Bag - Leak Proof, X Large Insulated Cooler Bag - Insulated Shopping Bags for Groceries - Travel Cooler Bag for Frozen and Hot Food with Zippered Top (Caramel)\", \"asin\": \"B099KVLPZZ\", \"price\": \"$27.96\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag\", \"asin\": \"B0C19ZYSVK\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Cooler Bag, 8/16/30 Can Soft Sided Small Portable Insulated Cooling Pack, Everyday Lunch Cooler, Leakproof Ice Chest for Beach, Camping, Travel, Picnic\", \"asin\": \"B0DLKYMRPC\", \"price\": \"$22.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Insulated Cooler Bag, Reusable Grocery Bags for Hot/Cold Food, Thermal Food Delivery Bag for Beach, Travel, Picnics\", \"asin\": \"B0DHWS4W4J\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"XXL Insulated Grocery Bags and Cooler Bag for Food Delivery Bag, Collapsible Cooler, Reusable Shopping Bags for Groceries with Zipper Top, Heavy Duty, Stands Upright(Black)\", \"asin\": \"B0D9JJ71BN\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Trunk Organizer With Built-In Insulated Leak Proof Cooler Bag,Collapsible Cargo Organizer For Suv With Non Slip Bottom Strips,3 Large Compartments Foldable Waterproof Portable Car Storage Box\", \"asin\": \"B0BL7G4VK8\", \"price\": \"$35.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"VENO 2 Pack Cooler Bag and Insulated Grocery Bags for Food Delivery, Collapsible Cooler. Reusable Shopping Bags for Groceries with Hard Bottom, Zippered Top, Foldable, Heavy-Duty (Gray, 2 Pack)\", \"asin\": \"B09WZM8MVN\", \"price\": \"$21.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Backpack Cooler Backpack 26 Cans Insulated Leak Proof for Women Men Beach Camping Picnic Fishing Hiking Lunch Backpack Waterproof Cooler\", \"asin\": \"B09HT8DL1F\", \"price\": \"$22.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Trunk Organizer with Portable Leak Proof Cooler Bag, 3 Compartments Collapsible Car Organizers and Storage with Foldable Cover, Adjustable Securing Straps for SUV, Auto, Truck, Minivan\", \"asin\": \"B0CFQZ61N1\", \"price\": \"$40.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:48:57.601Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-25T20:48:57.601Z	click_product	B07SLB88NF	rule	train	1,394	2025-04-25T20:48:57.601Z	click_product	B07SLB88NF	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} {"timestamp": "2025-04-23T00:10:42.396Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-23T00:12:23.996Z", "action": "input", "action_argument": "laptop sleeve 14 inch"} {"timestamp": "2025-04-23T00:12:24.204Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-23T00:14:58.140Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-23T00:17:50.468Z", "action": "input", "action_argument": "baggu laptop sleeve 14 inch"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-25T20:48:11.683Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:11.897Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:27.359Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:34.299Z", "action": "input", "action_argument": "cooler bag in cal"} {"timestamp": "2025-04-25T20:48:36.815Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:44.346Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:45.052Z", "action": "click", "action_argument": "search"} <\|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": "cooler bag in car"}], "cart_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$17.99", "quantity": "1"}, {"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)", "asin": "B0CJVDKJYD", "price": "$36.99", "quantity": "1"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "quantity": "1"}, {"title": "medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea", "asin": "B0DGTMR754", "price": "$19.00", "quantity": "1"}, {"title": "CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces", "asin": "B0C63HWV6Z", "price": "$68.00", "quantity": "1"}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "promotion_items": [{"title": "RTIC Ultra-Tough Soft Cooler 20 Can, Insulated Bag Portable Ice Chest Box for Lunch, Beach, Drink, Beverage, Travel, Camping, Picnic, Car, Trips, Floating Cooler Leak-Proof with Zipper", "asin": "B09WQ25P2D", "price": "$104.99", "quantity": ""}, {"title": "RTIC Ultra-Tough Soft Cooler 30 Can, Insulated Bag Portable Ice Chest Box for Lunch, Beach, Drink, Beverage, Travel, Camping, Picnic, Car, Trips, Floating Cooler Leak-Proof with Zipper", "asin": "B07576BXTY", "price": "$124.99", "quantity": ""}, {"title": "RTIC Ultra-Tough Soft Cooler 12 Can, Insulated Bag Portable Ice Chest for Lunch, Beach, Drink, Beverage, Travel, Camping, Picnic, Car, Trips, Floating Cooler Leak-Proof with Zipper", "asin": "B09L9BP9B2", "price": "$94.99", "quantity": ""}, {"title": "VENO 2 Pack Cooler Bags - Insulated for Food Delivery, Collapsible and Reusable Shopping Bags with Zipper, Foldable, Heavy-Duty, Stands Upright - Ideal for Groceries (Black, 2 Pack)", "asin": "B07DS29MY4", "price": "$18.99", "quantity": ""}, {"title": "", "asin": "B0CZSD24JW", "price": "", "quantity": ""}, {"title": "RTIC Ultra-Tough Soft Cooler 20 Can, Insulated Bag Portable Ice Chest Box for Lunch, Beach, Drink, Beverage, Travel, Camping, Picnic, Car, Trips, Floating Cooler Leak-Proof with Zipper", "asin": "B07N7RB3DK", "price": "$99.00", "quantity": ""}, {"title": "CleverMade Collapsible Insulated Cooler Bag \u2013 50 Can Leakproof Soft Cooler for Beach, Travel, Car \u2013 Shoulder Strap, Bottle Opener \u2013 Midnight", "asin": "B0B3Y9CTTT", "price": "$36.91", "quantity": ""}, {"title": "AO Coolers Stow N' Go Cooler, Leakproof with High-Density Insulation, Holds Ice for 24 Hours, Carbon Silver, 38 Pack", "asin": "B01LDYY76O", "price": "$139.95", "quantity": ""}, {"title": "Maelstrom Backpack Cooler,36 Can Cooler Backpack,Soft Cooler Bag Insulated Leakproof,Lightweight Ice Chest Backpack,Travel Cooler Lunch Backpack for Camping,Hiking,Beach,Black", "asin": "B0DRNF4P1X", "price": "$37.39", "quantity": ""}, {"title": "VENO 3 Pack Cooler Bag and Insulated Grocery Bags for Food Delivery, Collapsible Cooler, Reusable Shopping Bags for Groceries with Zipper, Foldable, Heavy-Duty, Stands Upright (Black, 3 Pack)", "asin": "B07GDF5LTB", "price": "$24.99", "quantity": ""}], "ads": [{"title": "BeeGreen Large Insulated Cooler Bags for Picnic Grocery Travel Collapsible Cold Bag Soft Ice Chest Foldable Food Lunch Bag with Zipper Top Handles Leak Proof Portable Thermal Bag Navy", "asin": "B094VLZRN4"}, {"title": "BeeGreen Insulated Cooler Bags Waterproof Soft Cold Bag for Pincin Grocery Travel Large Collapsible Food Lunch Bag with Zippered Top Leak Proof Portable Thermal Bag with Handles Moss", "asin": "B0C19ZYSVK"}, {"title": "BeeGreen Insulated Cooler Bags for Picnic Grocery Travel Shopping Soft Cold Bag Large Collapsible Freezer Cooler Foldable Food Lunch Bag with Zipper Leak Proof Fish Bag Foam Cooler Gift Teal", "asin": "B0C1B2DK9Y"}], "search_results": [{"title": "VENO 2 Pack Cooler Bags - Insulated for Food Delivery, Collapsible and Reusable Shopping Bags with Zipper, Foldable, Heavy-Duty, Stands Upright - Ideal for Groceries (Black, 2 Pack)", "asin": "B07DS29MY4", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Jumbo Insulated Cooler Bag (Gray) with HD Thermal Insulation - Premium, Collapsible Soft Cooler Makes a Perfect Insulated Grocery Bag, Food Delivery Bag, Travel Insulated Bag, or Beach Cooler Bags", "asin": "B07R5QN3B3", "price": "$28.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "RTIC Ultra-Tough Soft Cooler 20 Can, Insulated Bag Portable Ice Chest Box for Lunch, Beach, Drink, Beverage, Travel, Camping, Picnic, Car, Trips, Floating Cooler Leak-Proof with Zipper", "asin": "B09WQ25P2D", "price": "$104.99", "delivery": "FREE delivery Apr 30 - May 2"}, {"title": "RTIC Ultra-Tough Soft Cooler 12 Can, Insulated Bag Portable Ice Chest for Lunch, Beach, Drink, Beverage, Travel, Camping, Picnic, Car, Trips, Floating Cooler Leak-Proof with Zipper", "asin": "B09L9BP9B2", "price": "$94.99", "delivery": "FREE delivery Apr 30 - May 2 Only 16 left in stock - order soon."}, {"title": "Nook Theory Reusable Insulated Grocery Bag - Leak Proof, X Large Insulated Cooler Bag - Insulated Shopping Bags for Groceries - Travel Cooler Bag for Frozen and Hot Food with Zippered Top (Deep Blue)", "asin": "B09D9HMQKW", "price": "$27.96", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "BALEINE 2Pk Insulated Reusable Grocery Bags, Collapsible Cooler Bag for Groceries, Heavy Duty Large Insulated Bag (16''x9''x13'', Spring Stroll)", "asin": "B0B38GQPGF", "price": "$13.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Maelstrom Soft Sided Cooler Bag, 30/40 Can Collapsible Insulated Ice Chest, Large Leakproof Camping & Travel Cooler for Kayaking & Beach", "asin": "B0CPFGZ5PD", "price": "$26.97", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)", "asin": "B07SLB88NF", "price": "$25.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Titan Deep Freeze Cooler Zipperless Hardbody Cooler - Deep Freeze Insulation, HardBody Liner, and SmartShelf", "asin": "B08L9TWSP6", "price": "$42.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Jumbo Insulated Cooler Bag (Charcoal) with HD Thermal Insulation - Premium, Collapsible Soft Cooler Makes a Perfect Insulated Grocery Bag, Food Delivery Bag, Travel Bag, Beach or Picnic Bags", "asin": "B081LM4H92", "price": "$28.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "RTIC Ultra-Tough Soft Cooler 30 Can, Insulated Bag Portable Ice Chest Box for Lunch, Beach, Drink, Beverage, Travel, Camping, Picnic, Car, Trips, Floating Cooler Leak-Proof with Zipper", "asin": "B07576BXTY", "price": "$124.99", "delivery": "FREE delivery Apr 30 - May 2"}, {"title": "RTIC Ultra-Tough Soft Cooler 40 Can, Insulated Bag Portable Ice Chest Box for Lunch, Beach, Drink, Beverage, Travel, Camping, Picnic, Car, Trips, Floating Cooler Leak-Proof with Zipper", "asin": "B07DX8H4XD", "price": "$159.99", "delivery": "FREE delivery Apr 30 - May 2"}, {"title": "BALEINE Large 36-Can Cooler Bags Insulated, PEVA Soft Cooler Tote Bag, Insulated Grocery Bags with Zippered Top (8.5 Gallon, Grey)", "asin": "B0C9GXXB1T", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Insulated Cooler Bag, Reusable Grocery Bags for Hot/Cold Food, Thermal Food Delivery Bag for Beach, Travel, Picnics", "asin": "B0DHWS4W4J", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "CleverMade Collapsible Insulated Cooler Bag \u2013 18 Can Leakproof Soft Cooler for Beach, Travel, Car \u2013 Shoulder Strap, Bottle Opener \u2013 Ocean", "asin": "B0CZSD24JW", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "HOTOR Cooler Bag for Trunk Organizer - Portable Cooler for Car Organizer, Leakproof Car Cooler for Vehicle, Soft Small Cooler Fits Trunk Organizer with Cooler for Car & SUV", "asin": "B0D7YSH9QV", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "High Road SnackStash Soft Car Cooler Bag for Cold and Hot Food Transport - Insulated Cooler Bag for Car, SUV, Truck or Van with Storage Pocket and Bottle Holders", "asin": "B077YSX2YR", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "VENO 2 Pack Cooler Bags - Insulated for Food Delivery, Collapsible and Reusable Shopping Bags with Zipper, Foldable, Heavy-Duty, Stands Upright - Ideal for Groceries (Black, 2 Pack)", "asin": "B07DS29MY4", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Amazon Basics Soft Insulated Cooler", "asin": "B0BX3HVQSP", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "TOURIT Cooler Bag 48/60 Cans Insulated Soft Cooler Large Collapsible Cooler Bag 32/40L Lunch Coolers for Picnic, Beach, Work, Trip", "asin": "B08RSKGYPM", "price": "$26.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "RTIC 30 Can Ultra-Tough Soft Cooler Pro, Insulated, Waterproof, Leak Proof, Portable Floating Bag for Beverage, Drink, Lunch, Outdoor, Beach, Car,Camping, Picnic, Fishing, Boat", "asin": "B0DL6CSJZG", "price": "$154.00", "delivery": "FREE delivery Apr 30 - May 2"}, {"title": "BALEINE 2Pk Insulated Reusable Grocery Bags, Collapsible Cooler Bag for Groceries, Heavy Duty Large Insulated Bag (Large, Charcoal Black)", "asin": "B0B38GY8K1", "price": "$13.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag", "asin": "B094VLZRN4", "price": "$28.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Green Bulldog 2Pack Insulated Grocery Bags \u2013 Foldable Reusable Cooler Bags with Handles for Everyday Use, Groceries, Food Delivery, and Shopping \u2013 16\u201dx9\u201dx13\u201d, Gray", "asin": "B0DGLJ7QPB", "price": "$27.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "RTIC 20 Can Ultra-Tough Soft Cooler Pro, Insulated, Waterproof, Leak Proof, Portable Floating Bag for Beverage, Drink, Lunch, Outdoor, Beach, Car,Camping, Picnic, Fishing, Boat", "asin": "B0DL6D2HSP", "price": "$134.00", "delivery": "FREE delivery Apr 30 - May 2"}, {"title": "Lifewit Cooler Bag 30/50/60 Cans Collapsible and Insulated Large Lunch Bag Leakproof Soft Cooler Portable Tote for Camping/BBQ/Family Outdoor Activities", "asin": "B08D3FX898", "price": "$25.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "YOHOOLYO Car Trunk Organizer Cooler Bag Insulated Collapsible Trunk Organizer for SUV with Multi Compartments Lid", "asin": "B0CLNYZCSN", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Bodaon Insulated Food Delivery Bag - Hot & Cold Meal Carrier, Catering/Doordash Pizza Warmer, Grocery Tote, Cooler Bag for Parties (Black-Red, 1Pk)", "asin": "B09YLP3M9M", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "musbus 2-Pack, XL-Large Insulated Grocery shopping bags, Black, reusable bag,thermal zipper,Collapsible,tote,cooler,food transport hot and cold,camping,Recycled Material delivery groceries", "asin": "B08JCTCLJF", "price": "$16.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Creative Green Life XL Insulated Reusable Grocery Bags (2-Pack) - Premium Quality Cooler Bags with Hard Bottom Insert, Stands Upright, Washable", "asin": "B07CSK35CQ", "price": "$27.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "YETI Roadie 24 Hard Cooler", "asin": "B0DBWNMDKT", "price": "$200.00", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "3XL Insulated Cooler Bag and Food Warmer for Delivery & Grocery Shopping with Zippered Top, Black (1 Pack)", "asin": "B071PDDXRW", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "TOURIT Insulated Cooler Bag: 20 Cans Soft Portable Leakproof Lunch Cooler Beach Travel Picnic Camping", "asin": "B0DJSN3NTL", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "BALEINE Extra Large Soft Cooler Bag, Portable Leakproof Cooler, 40/60 Cans Volume for Beach, Camping, Kayaking, Travel, and Road Trips", "asin": "B0C9LCPSDV", "price": "$26.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "iknoe Large Foldable Cooler Bag, 8.5L Insulated Lunch Bag, Leakproof Lunch Cooler Tote with Multi-bag Design Suitable for Beach, Picnic and Office Use, Black 15-Can", "asin": "B0CNG272T1", "price": "$11.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Insulated Reusable Tote Bag for Grocery Shopping for Women/Men, Pizza/Food Delivery Bag to Keep Food Cold/Hot for Uber Eats/Doordash/Grubub, Cooler bags for Travel/Beach/Picnic, Grey", "asin": "B0C5Q9RJM8", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Insulated Food Delivery Bag, XXXL Insulated Reusable Grocery Cooler/Hot Bags, Tote Bag for Shopping/Travel/Doordash, Catering Bag Doordash 22x14x13, Black, 1-Pack", "asin": "B09HQQRTZM", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Igloo MaxCold Soft Coolers", "asin": "B09SGQ84HQ", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Soft Cooler Bag 35/45Can, Collapsible Cooler Insulated Leak Proof, Large Lunch Box for Men Women, Soft-Sided Cooler for Picnic, Grocery, Beach, Camping, Travel", "asin": "B0CWNT3B3H", "price": "$22.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Waterproof Car Organizer with Lid, Car Cooler Bag with Cup Holder and Tissue Box", "asin": "B0CMPZY78B", "price": "$35.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Iknoe Large Cooler Bag Collapsible 24 Can Insulated Bags Leakproof Lunch Cooler Tote with Multi-Pockets for Adult Insulated Thermal Bag for Beach, Picnic, Office Work (New Black)", "asin": "B091GBR4Z9", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "CleverMade Collapsible Insulated Cooler Bag \u2013 30 Can Leakproof Soft Cooler for Beach, Travel, Car \u2013 Shoulder Strap, Bottle Opener \u2013 Midnight", "asin": "B0B3YDFT6V", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Only 1 left in stock - order soon."}, {"title": "Backpack Cooler Insulated Leak Proof 30/45 Cans, 2 Insulated Compartments Thermal Bag, Portable Lightweight Beach Travel Camping Lunch Backpack for Men and Women", "asin": "B08VDBW5PW", "price": "$28.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Maelstrom Soft Cooler Bag,Collapsible Soft Sided Cooler,24/30/60/75 Cans Beach Cooler,Ice Chest,Large Leakproof Camping Cooler,Portable Travel Cooler for Grocery Shopping,Camping,Road Trips", "asin": "B09F733B2M", "price": "$38.68", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "EVERFUN Small Cooler Lunch Box Mini Leak-Proof Soft Double Deck 24 Can Personal Insulated Collapsible Portable Waterproof Lunch Bag Ice Chest for Men Women Work Travel Car Picnic Beach, Black", "asin": "B0B7W6VXLM", "price": "$28.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "TOURIT Cooler Bag 24/35/46-Can Insulated Soft Cooler Portable Cooler Bag 14.6/24/32L Large Lunch Cooler for Picnic, Beach, Work, Trip", "asin": "B08VDPNH2C", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Green Bulldog 2Pack Insulated Grocery Bags \u2013 Foldable Reusable Cooler Bags with Handles for Everyday Use, Groceries, Food Delivery, and Shopping \u2013 16\u201dx9\u201dx13\u201d, Gray", "asin": "B0DGLJ7QPB", "price": "$27.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Camping Cooler Backpack 30 Cans, Soft Backpack Coolers Insulated Leak Proof Travel Cooler Bag Waterproof Lunch Picnic Beach Work Trip Thermal Bag Drink Beverage Beer Bag Cooler", "asin": "B0BDZ9H2RM", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "LHZK Jumbo Insulated Cooler Bag with HD Thermal Insulation - Collapsible Waterproof Insulated Tote Bag with Zippered & Handles, Soft Cooler Makes a Perfect Grocery, Beach, Travel, Picnic (50L, Grey)", "asin": "B09KQ4H9TN", "price": "$22.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Cooler Backpack - 40 Cans Insulated Backpack Cooler for Men & Women, 2 Leak Proof Compartments Cooler Bag for Picnic, Lunch, Camping and Beach - MIYCOO", "asin": "B0DM11HZ7Y", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Deep Freeze Cooler Soft Sided Cooler Bag, 34 Can Collapsible Insulated Ice Chest, Large Leakproof Camping & Travel Cooler for Kayaking & Beach", "asin": "B0BC1HZFRC", "price": "$29.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "musbus 2-Pack XL-Large Insulated Grocery Shopping Bags, Red, Reusable, Heavy Duty, Zipped Zipper,Collapsible,Tote,Cooler,Groceries,for car,Recycled Material Warm Foldable Bag\u2026", "asin": "B08JD4B6F1", "price": "$15.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PEASUG Insulated Bags for Food Delivery, XXXL Pizza Delivery Bags for Large Capacity Cooler Bag Keep Food Warm for Grocery Shopping and Catering, Foldable, Heavy-Duty (Black)", "asin": "B0DSZ9C22R", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "TuErcao 6 Can Mini Soft Cooler Bag for Beach Camping Travel Picnic Road Trip Leakproof Small Ice Chest, Insulated Cooler Lunch Box for Men Work", "asin": "B0DJQZ7S99", "price": "$16.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "2 Pack Insulated Grocery Bags - Stackable Collapsible Foldable Reusable Cooler Totes for Groceries, Frozen Food & Travel", "asin": "B0DSVMD3XB", "price": "$39.47", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Nook Theory Reusable Insulated Grocery Bag - Leak Proof, X Large Insulated Cooler Bag - Insulated Shopping Bags for Groceries - Travel Cooler Bag for Frozen and Hot Food with Zippered Top (Caramel)", "asin": "B099KVLPZZ", "price": "$27.96", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag", "asin": "B0C19ZYSVK", "price": "$28.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Cooler Bag, 8/16/30 Can Soft Sided Small Portable Insulated Cooling Pack, Everyday Lunch Cooler, Leakproof Ice Chest for Beach, Camping, Travel, Picnic", "asin": "B0DLKYMRPC", "price": "$22.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Insulated Cooler Bag, Reusable Grocery Bags for Hot/Cold Food, Thermal Food Delivery Bag for Beach, Travel, Picnics", "asin": "B0DHWS4W4J", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "XXL Insulated Grocery Bags and Cooler Bag for Food Delivery Bag, Collapsible Cooler, Reusable Shopping Bags for Groceries with Zipper Top, Heavy Duty, Stands Upright(Black)", "asin": "B0D9JJ71BN", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Trunk Organizer With Built-In Insulated Leak Proof Cooler Bag,Collapsible Cargo Organizer For Suv With Non Slip Bottom Strips,3 Large Compartments Foldable Waterproof Portable Car Storage Box", "asin": "B0BL7G4VK8", "price": "$35.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "VENO 2 Pack Cooler Bag and Insulated Grocery Bags for Food Delivery, Collapsible Cooler. Reusable Shopping Bags for Groceries with Hard Bottom, Zippered Top, Foldable, Heavy-Duty (Gray, 2 Pack)", "asin": "B09WZM8MVN", "price": "$21.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Backpack Cooler Backpack 26 Cans Insulated Leak Proof for Women Men Beach Camping Picnic Fishing Hiking Lunch Backpack Waterproof Cooler", "asin": "B09HT8DL1F", "price": "$22.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Car Trunk Organizer with Portable Leak Proof Cooler Bag, 3 Compartments Collapsible Car Organizers and Storage with Foldable Cover, Adjustable Securing Straps for SUV, Auto, Truck, Minivan", "asin": "B0CFQZ61N1", "price": "$40.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-25T20:48:57.601Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-25T20:48:57.601Z\",\"action\": \"click_product\",\"acion_argument\": \"B07SLB88NF\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-25T20:48:57.601Z\",\"action\": \"click_product\",\"acion_argument\": \"B07SLB88NF\",}</answer>", "index": 1394, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": 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11 AM on $25 of qualifying items\"},\n{\"title\": \"Soft Cooler Bag 35/45Can, Collapsible Cooler Insulated Leak Proof, Large Lunch Box for Men Women, Soft-Sided Cooler for Picnic, Grocery, Beach, Camping, Travel\", \"asin\": \"B0CWNT3B3H\", \"price\": \"$22.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Waterproof Car Organizer with Lid, Car Cooler Bag with Cup Holder and Tissue Box\", \"asin\": \"B0CMPZY78B\", \"price\": \"$35.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Iknoe Large Cooler Bag Collapsible 24 Can Insulated Bags Leakproof Lunch Cooler Tote with Multi-Pockets for Adult Insulated Thermal Bag for Beach, Picnic, Office Work (New Black)\", \"asin\": \"B091GBR4Z9\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"CleverMade Collapsible Insulated Cooler Bag \\u2013 30 Can Leakproof Soft Cooler for Beach, Travel, Car \\u2013 Shoulder Strap, Bottle Opener \\u2013 Midnight\", \"asin\": \"B0B3YDFT6V\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Only 1 left in stock - order soon.\"},\n{\"title\": \"Backpack Cooler Insulated Leak Proof 30/45 Cans, 2 Insulated Compartments Thermal Bag, Portable Lightweight Beach Travel Camping Lunch Backpack for Men and Women\", \"asin\": \"B08VDBW5PW\", \"price\": \"$28.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Maelstrom Soft Cooler Bag,Collapsible Soft Sided Cooler,24/30/60/75 Cans Beach Cooler,Ice Chest,Large Leakproof Camping Cooler,Portable Travel Cooler for Grocery Shopping,Camping,Road Trips\", \"asin\": \"B09F733B2M\", \"price\": \"$38.68\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"EVERFUN Small Cooler Lunch Box Mini Leak-Proof Soft Double Deck 24 Can Personal Insulated Collapsible Portable Waterproof Lunch Bag Ice Chest for Men Women Work Travel Car Picnic Beach, Black\", \"asin\": \"B0B7W6VXLM\", \"price\": \"$28.49\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"TOURIT Cooler Bag 24/35/46-Can Insulated Soft Cooler Portable Cooler Bag 14.6/24/32L Large Lunch Cooler for Picnic, Beach, Work, Trip\", \"asin\": \"B08VDPNH2C\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Green Bulldog 2Pack Insulated Grocery Bags \\u2013 Foldable Reusable Cooler Bags with Handles for Everyday Use, Groceries, Food Delivery, and Shopping \\u2013 16\\u201dx9\\u201dx13\\u201d, Gray\", \"asin\": \"B0DGLJ7QPB\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Camping Cooler Backpack 30 Cans, Soft Backpack Coolers Insulated Leak Proof Travel Cooler Bag Waterproof Lunch Picnic Beach Work Trip Thermal Bag Drink Beverage Beer Bag Cooler\", \"asin\": \"B0BDZ9H2RM\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"LHZK Jumbo Insulated Cooler Bag with HD Thermal Insulation - Collapsible Waterproof Insulated Tote Bag with Zippered & Handles, Soft Cooler Makes a Perfect Grocery, Beach, Travel, Picnic (50L, Grey)\", \"asin\": \"B09KQ4H9TN\", \"price\": \"$22.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Cooler Backpack - 40 Cans Insulated Backpack Cooler for Men & Women, 2 Leak Proof Compartments Cooler Bag for Picnic, Lunch, Camping and Beach - MIYCOO\", \"asin\": \"B0DM11HZ7Y\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Deep Freeze Cooler Soft Sided Cooler Bag, 34 Can Collapsible Insulated Ice Chest, Large Leakproof Camping & Travel Cooler for Kayaking & Beach\", \"asin\": \"B0BC1HZFRC\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"musbus 2-Pack XL-Large Insulated Grocery Shopping Bags, Red, Reusable, Heavy Duty, Zipped Zipper,Collapsible,Tote,Cooler,Groceries,for car,Recycled Material Warm Foldable Bag\\u2026\", \"asin\": \"B08JD4B6F1\", \"price\": \"$15.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"PEASUG Insulated Bags for Food Delivery, XXXL Pizza Delivery Bags for Large Capacity Cooler Bag Keep Food Warm for Grocery Shopping and Catering, Foldable, Heavy-Duty (Black)\", \"asin\": \"B0DSZ9C22R\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"TuErcao 6 Can Mini Soft Cooler Bag for Beach Camping Travel Picnic Road Trip Leakproof Small Ice Chest, Insulated Cooler Lunch Box for Men Work\", \"asin\": \"B0DJQZ7S99\", \"price\": \"$16.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"2 Pack Insulated Grocery Bags - Stackable Collapsible Foldable Reusable Cooler Totes for Groceries, Frozen Food & Travel\", \"asin\": \"B0DSVMD3XB\", \"price\": \"$39.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Nook Theory Reusable Insulated Grocery Bag - Leak Proof, X Large Insulated Cooler Bag - Insulated Shopping Bags for Groceries - Travel Cooler Bag for Frozen and Hot Food with Zippered Top (Caramel)\", \"asin\": \"B099KVLPZZ\", \"price\": \"$27.96\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"BeeGreen Insulated Cooler Bag Leakproof Freezer Shopping Tote for Groceries Thermal Food Delivery Bag\", \"asin\": \"B0C19ZYSVK\", \"price\": \"$28.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Cooler Bag, 8/16/30 Can Soft Sided Small Portable Insulated Cooling Pack, Everyday Lunch Cooler, Leakproof Ice Chest for Beach, Camping, Travel, Picnic\", \"asin\": \"B0DLKYMRPC\", \"price\": \"$22.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Insulated Cooler Bag, Reusable Grocery Bags for Hot/Cold Food, Thermal Food Delivery Bag for Beach, Travel, Picnics\", \"asin\": \"B0DHWS4W4J\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"XXL Insulated Grocery Bags and Cooler Bag for Food Delivery Bag, Collapsible Cooler, Reusable Shopping Bags for Groceries with Zipper Top, Heavy Duty, Stands Upright(Black)\", \"asin\": \"B0D9JJ71BN\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Trunk Organizer With Built-In Insulated Leak Proof Cooler Bag,Collapsible Cargo Organizer For Suv With Non Slip Bottom Strips,3 Large Compartments Foldable Waterproof Portable Car Storage Box\", \"asin\": \"B0BL7G4VK8\", \"price\": \"$35.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"VENO 2 Pack Cooler Bag and Insulated Grocery Bags for Food Delivery, Collapsible Cooler. Reusable Shopping Bags for Groceries with Hard Bottom, Zippered Top, Foldable, Heavy-Duty (Gray, 2 Pack)\", \"asin\": \"B09WZM8MVN\", \"price\": \"$21.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Backpack Cooler Backpack 26 Cans Insulated Leak Proof for Women Men Beach Camping Picnic Fishing Hiking Lunch Backpack Waterproof Cooler\", \"asin\": \"B09HT8DL1F\", \"price\": \"$22.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Trunk Organizer with Portable Leak Proof Cooler Bag, 3 Compartments Collapsible Car Organizers and Storage with Foldable Cover, Adjustable Securing Straps for SUV, Auto, Truck, Minivan\", \"asin\": \"B0CFQZ61N1\", \"price\": \"$40.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:48:57.601Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:34.299Z\", \"action\": \"input\", \"action_argument\": \"cooler bag in cal\"}\n{\"timestamp\": \"2025-04-25T20:48:36.815Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:44.346Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:45.052Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:57.601Z\", \"action\": \"click_product\", \"action_argument\": \"B07SLB88NF\"}\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\"search_term\": [{\"term\": \"cooler bag in car\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$68.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B07SLB88NF\"},\n{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\"},\n{\"price\": \"$25.49\"},\n{\"bullet_list\": \"PREMIUM CAR TRUNK ORGANIZER WITH COOLER BAG: The K KNODEL Trunk Organizer is best for all kinds of vehicles. It is great for carrying and organizing tools, groceries, emergency equipment, toys, foods, sporting goods and so on. With premium foldable cooler section, you can keep your drinks and foods COOL or WARM. Moreover, its reflective stripe makes it more secure when you are carrying it at night. SUPERIOR DURABILITY AND WATERPROOF: Our Trunk Organizer is made of high-quality 1680D Oxford Polyester material, which can withstand the weight of heavy items, and will last you through years of repeated use. Its dividers are made of 3mm card-board that is more firm and sturdy. Therefore, it is unlikely to bend or collapse when weight is added. In addition, the cooler bag is made of waterproof material, you can even put ice inside. SMART DESIGN: Our product features sturdy walls, 3 base plates and 1 removable divider. With 3 divided sections, you can use one or expand it to use both or even 3 compartments, depending on your preference. The removable divider helps you organize differently sized items, and the 6 mesh pockets are designed to store smaller items. In order to enhance your organization efforts, we also designed a side pocket for you for quick access. EASY TO USE INSTALL AND CLEAN: It is really easy to install and collapse this cargo storage bag. If you are no longer using it, you can fully fold it and it will occupy less space. Don\\u2019t forget to take it with you when you are going shopping or to the supermarket. It is helpful and eco-friendly. If you want to clean it, just wipe its surface with a wet cloth. FRIENDLY CUSTOMER SERVICE: We are dedicated to providing our customers with well-made products and exquisite packaging and super service. A good choice for your family, friends, classmates and yourself.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Black\"}],\n\"promotion_items\": [{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)\", \"asin\": \"B01ECMRFTA\", \"price\": \"$39.89\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"},\n{\"title\": \"Hanging Car Trunk Organizer with Cooler, Large Pockets, Zippers Detachable Seat Back Waterproof Car Storage Trunk Organizer for Jeeps, SUVs, Black\", \"asin\": \"B09BMZ37XC\", \"price\": \"$39.97\", \"quantity\": \"\"},\n{\"title\": \"Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black\", \"asin\": \"B07Y1X7HYN\", \"price\": \"$17.06\", \"quantity\": \"\"},\n{\"title\": \"Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Li...\", \"asin\": \"B0BRSS22XG\", \"price\": \"$54.99\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)\", \"asin\": \"B088D49F5R\", \"price\": \"$39.98\", \"quantity\": \"\"},\n{\"title\": \"Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black\", \"asin\": \"B07Y1X7HYN\", \"price\": \"$17.06\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"},\n{\"title\": \"Large Trunk Organizer for Car, SUV, Truck with Removable Cooler Bag-Collapsible Mul...\", \"asin\": \"B0F1FFZ4LS\", \"price\": \"$49.49\", \"quantity\": \"\"},\n{\"title\": \"Car Trunk Organizer with Portable Leakproof Cooler Bag,Foldable Cover,Adjustable Se...\", \"asin\": \"B08TC8TXV3\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Kohree RV Storage and Organization, 74L Collapsible RV Storage Bag, RV Caddy Organizer for RV Accessories, RV Containers Holds RV Stabilization & Electric Accessories\", \"asin\": \"B0D2DS23F4\", \"price\": \"$33.74\", \"quantity\": \"\"},\n{\"title\": \"Femuar Car Trunk Organizer with Large Capacity Waterproof Collapsible Trunk Organizer for Car Suv/Jeep/Sedan (Black, Standard)\", \"asin\": \"B0D2H69Q7S\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"WELKIN 15GAL Collapsible Trunk Organizer with Lid & Dividers - Heavy-Duty Car Storage Organizer for SUV, Sedan, Truck - Multi-Compartment Car Cargo Organizer\", \"asin\": \"B0CS8T7C9N\", \"price\": \"$27.99\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)\", \"asin\": \"B088D49F5R\", \"price\": \"$39.98\", \"quantity\": \"\"},\n{\"title\": \"AOKJOY Car\\u00a0Trunk\\u00a0Organizer\\u00a0Car\\u00a0Storage\\u00a0Organizer\\u00a0Collapsible\\u00a0Multi\\u00a0Compartment\\u00a0Car\\u00a0Organizer\\u00a0Adjustable\\u00a0Straps\\u00a0for\\u00a0SUV(Beige)\", \"asin\": \"B0BVZZYT3R\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"MARKSIGN Deluxe Trunk and Backseat Organizer for Medium or large size SUVs & RVs, Detachable Storage Modules with Built-in Cooler, Patent Pending\", \"asin\": \"B07WNV2PRJ\", \"price\": \"$45.99\", \"quantity\": \"\"},\n{\"title\": \"TRUNKCRATEPRO XL Premium SUV, Truck, Car Trunk Organizer With Expandable Compartments - Lightweight Foldable Cargo Organizer\", \"asin\": \"B07CZMDFFW\", \"price\": \"$59.89\", \"quantity\": \"\"},\n{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Cooler Bag for Car Truck SUV-Gray\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"Hanging Car Trunk Organizer with Cooler, Large Pockets, Zippers Detachable Seat Back Waterproof Car Storage Trunk Organizer for Jeeps, SUVs, Black\", \"asin\": \"B09BMZ37XC\", \"price\": \"$39.97\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\", \"asin\": \"B07SLB88NF\", \"price\": \"$25.49\"},\n{\"title\": \"LIBZAKI Car Trunk Organizer,3 Compartments Big Trunk Storage, Large Capacity, Foldable, 95L Heavy Duty Storage Box for Car, SUV, Truck,Jeep, Includes 26L Cooler Bag-Black\", \"asin\": \"B0D97XJFJ8\", \"price\": \"$39.99\"},\n{\"title\": \"Car Trunk Organizer,115L Heavy Duty Collapsible Trunk Storage, with Insulated Leakproof Cooler Bag Vehicle Cargo Organizer with Lid, 3 Compartments, Straps For Car,Suv,Jeep,Sedan-Black\", \"asin\": \"B0BS6NWSRZ\", \"price\": \"$35.99\"},\n{\"title\": \"HOTOR Trunk Organizer, Sturdy Foldable with Cooler for Car & SUV, 3 Compartments, Black, 30.90'12.60'10.63'\", \"asin\": \"B0D3WR3BD5\", \"price\": \"$23.99\"},\n{\"title\": \"AOPHY Car Trunk Organizer, 115L Storage Organizer with Insulated Leakproof Cooler Bag, 4 in 1 Waterproof Portable Cargo Organizer with Cover, 3 Large Compartments, Trunk Organizer for Car, SUV, Truck\", \"asin\": \"B0BVDJX1LN\", \"price\": \"$35.99\"},\n{\"title\": \"HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\\\"\\u00d712.6\\\"\\u00d710.6\\\"\", \"asin\": \"B0CM6KVCSX\", \"price\": \"$12.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:49:16.091Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-25T20:49:16.091Z	click	search	rule	train	1,395	2025-04-25T20:49:16.091Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} {"timestamp": "2025-04-23T00:10:42.396Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-23T00:12:23.996Z", "action": "input", "action_argument": "laptop sleeve 14 inch"} {"timestamp": "2025-04-23T00:12:24.204Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-23T00:14:58.140Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-23T00:17:50.468Z", "action": "input", "action_argument": "baggu laptop sleeve 14 inch"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-25T20:48:11.683Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:11.897Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:27.359Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:34.299Z", "action": "input", "action_argument": "cooler bag in cal"} {"timestamp": "2025-04-25T20:48:36.815Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:44.346Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:45.052Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:57.601Z", "action": "click_product", "action_argument": "B07SLB88NF"} <\|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": "cooler bag in car"}], "cart_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$17.99", "quantity": "1"}, {"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)", "asin": "B0CJVDKJYD", "price": "$36.99", "quantity": "1"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "quantity": "1"}, {"title": "medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea", "asin": "B0DGTMR754", "price": "$19.00", "quantity": "1"}, {"title": "CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces", "asin": "B0C63HWV6Z", "price": "$68.00", "quantity": "1"}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "product_details": [{"asin": "B07SLB88NF"}, {"title": "K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)"}, {"price": "$25.49"}, {"bullet_list": "PREMIUM CAR TRUNK ORGANIZER WITH COOLER BAG: The K KNODEL Trunk Organizer is best for all kinds of vehicles. It is great for carrying and organizing tools, groceries, emergency equipment, toys, foods, sporting goods and so on. With premium foldable cooler section, you can keep your drinks and foods COOL or WARM. Moreover, its reflective stripe makes it more secure when you are carrying it at night. SUPERIOR DURABILITY AND WATERPROOF: Our Trunk Organizer is made of high-quality 1680D Oxford Polyester material, which can withstand the weight of heavy items, and will last you through years of repeated use. Its dividers are made of 3mm card-board that is more firm and sturdy. Therefore, it is unlikely to bend or collapse when weight is added. In addition, the cooler bag is made of waterproof material, you can even put ice inside. SMART DESIGN: Our product features sturdy walls, 3 base plates and 1 removable divider. With 3 divided sections, you can use one or expand it to use both or even 3 compartments, depending on your preference. The removable divider helps you organize differently sized items, and the 6 mesh pockets are designed to store smaller items. In order to enhance your organization efforts, we also designed a side pocket for you for quick access. EASY TO USE INSTALL AND CLEAN: It is really easy to install and collapse this cargo storage bag. If you are no longer using it, you can fully fold it and it will occupy less space. Don\u2019t forget to take it with you when you are going shopping or to the supermarket. It is helpful and eco-friendly. If you want to clean it, just wipe its surface with a wet cloth. FRIENDLY CUSTOMER SERVICE: We are dedicated to providing our customers with well-made products and exquisite packaging and super service. A good choice for your family, friends, classmates and yourself."}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Black"}], "promotion_items": [{"title": "LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...", "asin": "B0D4TJ5D32", "price": "$52.99", "quantity": ""}, {"title": "TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)", "asin": "B01ECMRFTA", "price": "$39.89", "quantity": ""}, {"title": "Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black", "asin": "B0BZ6ZN854", "price": "$11.59", "quantity": ""}, {"title": "Hanging Car Trunk Organizer with Cooler, Large Pockets, Zippers Detachable Seat Back Waterproof Car Storage Trunk Organizer for Jeeps, SUVs, Black", "asin": "B09BMZ37XC", "price": "$39.97", "quantity": ""}, {"title": "Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black", "asin": "B07Y1X7HYN", "price": "$17.06", "quantity": ""}, {"title": "Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Li...", "asin": "B0BRSS22XG", "price": "$54.99", "quantity": ""}, {"title": "Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)", "asin": "B088D49F5R", "price": "$39.98", "quantity": ""}, {"title": "Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black", "asin": "B07Y1X7HYN", "price": "$17.06", "quantity": ""}, {"title": "Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black", "asin": "B0BZ6ZN854", "price": "$11.59", "quantity": ""}, {"title": "Large Trunk Organizer for Car, SUV, Truck with Removable Cooler Bag-Collapsible Mul...", "asin": "B0F1FFZ4LS", "price": "$49.49", "quantity": ""}, {"title": "Car Trunk Organizer with Portable Leakproof Cooler Bag,Foldable Cover,Adjustable Se...", "asin": "B08TC8TXV3", "price": "$35.99", "quantity": ""}, {"title": "Kohree RV Storage and Organization, 74L Collapsible RV Storage Bag, RV Caddy Organizer for RV Accessories, RV Containers Holds RV Stabilization & Electric Accessories", "asin": "B0D2DS23F4", "price": "$33.74", "quantity": ""}, {"title": "Femuar Car Trunk Organizer with Large Capacity Waterproof Collapsible Trunk Organizer for Car Suv/Jeep/Sedan (Black, Standard)", "asin": "B0D2H69Q7S", "price": "$11.99", "quantity": ""}, {"title": "WELKIN 15GAL Collapsible Trunk Organizer with Lid & Dividers - Heavy-Duty Car Storage Organizer for SUV, Sedan, Truck - Multi-Compartment Car Cargo Organizer", "asin": "B0CS8T7C9N", "price": "$27.99", "quantity": ""}, {"title": "Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)", "asin": "B088D49F5R", "price": "$39.98", "quantity": ""}, {"title": "AOKJOY Car\u00a0Trunk\u00a0Organizer\u00a0Car\u00a0Storage\u00a0Organizer\u00a0Collapsible\u00a0Multi\u00a0Compartment\u00a0Car\u00a0Organizer\u00a0Adjustable\u00a0Straps\u00a0for\u00a0SUV(Beige)", "asin": "B0BVZZYT3R", "price": "$24.98", "quantity": ""}, {"title": "MARKSIGN Deluxe Trunk and Backseat Organizer for Medium or large size SUVs & RVs, Detachable Storage Modules with Built-in Cooler, Patent Pending", "asin": "B07WNV2PRJ", "price": "$45.99", "quantity": ""}, {"title": "TRUNKCRATEPRO XL Premium SUV, Truck, Car Trunk Organizer With Expandable Compartments - Lightweight Foldable Cargo Organizer", "asin": "B07CZMDFFW", "price": "$59.89", "quantity": ""}, {"title": "LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Cooler Bag for Car Truck SUV-Gray", "asin": "B0D4TJ5D32", "price": "$52.99", "quantity": ""}, {"title": "Hanging Car Trunk Organizer with Cooler, Large Pockets, Zippers Detachable Seat Back Waterproof Car Storage Trunk Organizer for Jeeps, SUVs, Black", "asin": "B09BMZ37XC", "price": "$39.97", "quantity": ""}, {"title": "Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black", "asin": "B0BZ6ZN854", "price": "$11.59", "quantity": ""}], "comparison_items": [{"title": "K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)", "asin": "B07SLB88NF", "price": "$25.49"}, {"title": "LIBZAKI Car Trunk Organizer,3 Compartments Big Trunk Storage, Large Capacity, Foldable, 95L Heavy Duty Storage Box for Car, SUV, Truck,Jeep, Includes 26L Cooler Bag-Black", "asin": "B0D97XJFJ8", "price": "$39.99"}, {"title": "Car Trunk Organizer,115L Heavy Duty Collapsible Trunk Storage, with Insulated Leakproof Cooler Bag Vehicle Cargo Organizer with Lid, 3 Compartments, Straps For Car,Suv,Jeep,Sedan-Black", "asin": "B0BS6NWSRZ", "price": "$35.99"}, {"title": "HOTOR Trunk Organizer, Sturdy Foldable with Cooler for Car & SUV, 3 Compartments, Black, 30.90'12.60'10.63'", "asin": "B0D3WR3BD5", "price": "$23.99"}, {"title": "AOPHY Car Trunk Organizer, 115L Storage Organizer with Insulated Leakproof Cooler Bag, 4 in 1 Waterproof Portable Cargo Organizer with Cover, 3 Large Compartments, Trunk Organizer for Car, SUV, Truck", "asin": "B0BVDJX1LN", "price": "$35.99"}, {"title": "HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\"\u00d712.6\"\u00d710.6\"", "asin": "B0CM6KVCSX", "price": "$12.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-25T20:49:16.091Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-25T20:49:16.091Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-25T20:49:16.091Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1395, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:34.299Z\", \"action\": \"input\", \"action_argument\": \"cooler bag in cal\"}\n{\"timestamp\": \"2025-04-25T20:48:36.815Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:44.346Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:45.052Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:57.601Z\", \"action\": \"click_product\", \"action_argument\": \"B07SLB88NF\"}\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\"search_term\": [{\"term\": \"cooler bag in car\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$68.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B07SLB88NF\"},\n{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\"},\n{\"price\": \"$25.49\"},\n{\"bullet_list\": \"PREMIUM CAR TRUNK ORGANIZER WITH COOLER BAG: The K KNODEL Trunk Organizer is best for all kinds of vehicles. It is great for carrying and organizing tools, groceries, emergency equipment, toys, foods, sporting goods and so on. With premium foldable cooler section, you can keep your drinks and foods COOL or WARM. Moreover, its reflective stripe makes it more secure when you are carrying it at night. SUPERIOR DURABILITY AND WATERPROOF: Our Trunk Organizer is made of high-quality 1680D Oxford Polyester material, which can withstand the weight of heavy items, and will last you through years of repeated use. Its dividers are made of 3mm card-board that is more firm and sturdy. Therefore, it is unlikely to bend or collapse when weight is added. In addition, the cooler bag is made of waterproof material, you can even put ice inside. SMART DESIGN: Our product features sturdy walls, 3 base plates and 1 removable divider. With 3 divided sections, you can use one or expand it to use both or even 3 compartments, depending on your preference. The removable divider helps you organize differently sized items, and the 6 mesh pockets are designed to store smaller items. In order to enhance your organization efforts, we also designed a side pocket for you for quick access. EASY TO USE INSTALL AND CLEAN: It is really easy to install and collapse this cargo storage bag. If you are no longer using it, you can fully fold it and it will occupy less space. Don\\u2019t forget to take it with you when you are going shopping or to the supermarket. It is helpful and eco-friendly. If you want to clean it, just wipe its surface with a wet cloth. FRIENDLY CUSTOMER SERVICE: We are dedicated to providing our customers with well-made products and exquisite packaging and super service. A good choice for your family, friends, classmates and yourself.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Black\"}],\n\"promotion_items\": [{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)\", \"asin\": \"B01ECMRFTA\", \"price\": \"$39.89\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"},\n{\"title\": \"Hanging Car Trunk Organizer with Cooler, Large Pockets, Zippers Detachable Seat Back Waterproof Car Storage Trunk Organizer for Jeeps, SUVs, Black\", \"asin\": \"B09BMZ37XC\", \"price\": \"$39.97\", \"quantity\": \"\"},\n{\"title\": \"Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black\", \"asin\": \"B07Y1X7HYN\", \"price\": \"$17.06\", \"quantity\": \"\"},\n{\"title\": \"Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Li...\", \"asin\": \"B0BRSS22XG\", \"price\": \"$54.99\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)\", \"asin\": \"B088D49F5R\", \"price\": \"$39.98\", \"quantity\": \"\"},\n{\"title\": \"Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black\", \"asin\": \"B07Y1X7HYN\", \"price\": \"$17.06\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"},\n{\"title\": \"Large Trunk Organizer for Car, SUV, Truck with Removable Cooler Bag-Collapsible Mul...\", \"asin\": \"B0F1FFZ4LS\", \"price\": \"$49.49\", \"quantity\": \"\"},\n{\"title\": \"Car Trunk Organizer with Portable Leakproof Cooler Bag,Foldable Cover,Adjustable Se...\", \"asin\": \"B08TC8TXV3\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Kohree RV Storage and Organization, 74L Collapsible RV Storage Bag, RV Caddy Organizer for RV Accessories, RV Containers Holds RV Stabilization & Electric Accessories\", \"asin\": \"B0D2DS23F4\", \"price\": \"$33.74\", \"quantity\": \"\"},\n{\"title\": \"Femuar Car Trunk Organizer with Large Capacity Waterproof Collapsible Trunk Organizer for Car Suv/Jeep/Sedan (Black, Standard)\", \"asin\": \"B0D2H69Q7S\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"WELKIN 15GAL Collapsible Trunk Organizer with Lid & Dividers - Heavy-Duty Car Storage Organizer for SUV, Sedan, Truck - Multi-Compartment Car Cargo Organizer\", \"asin\": \"B0CS8T7C9N\", \"price\": \"$27.99\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)\", \"asin\": \"B088D49F5R\", \"price\": \"$39.98\", \"quantity\": \"\"},\n{\"title\": \"AOKJOY Car\\u00a0Trunk\\u00a0Organizer\\u00a0Car\\u00a0Storage\\u00a0Organizer\\u00a0Collapsible\\u00a0Multi\\u00a0Compartment\\u00a0Car\\u00a0Organizer\\u00a0Adjustable\\u00a0Straps\\u00a0for\\u00a0SUV(Beige)\", \"asin\": \"B0BVZZYT3R\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"MARKSIGN Deluxe Trunk and Backseat Organizer for Medium or large size SUVs & RVs, Detachable Storage Modules with Built-in Cooler, Patent Pending\", \"asin\": \"B07WNV2PRJ\", \"price\": \"$45.99\", \"quantity\": \"\"},\n{\"title\": \"TRUNKCRATEPRO XL Premium SUV, Truck, Car Trunk Organizer With Expandable Compartments - Lightweight Foldable Cargo Organizer\", \"asin\": \"B07CZMDFFW\", \"price\": \"$59.89\", \"quantity\": \"\"},\n{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Cooler Bag for Car Truck SUV-Gray\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"Hanging Car Trunk Organizer with Cooler, Large Pockets, Zippers Detachable Seat Back Waterproof Car Storage Trunk Organizer for Jeeps, SUVs, Black\", \"asin\": \"B09BMZ37XC\", \"price\": \"$39.97\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\", \"asin\": \"B07SLB88NF\", \"price\": \"$25.49\"},\n{\"title\": \"LIBZAKI Car Trunk Organizer,3 Compartments Big Trunk Storage, Large Capacity, Foldable, 95L Heavy Duty Storage Box for Car, SUV, Truck,Jeep, Includes 26L Cooler Bag-Black\", \"asin\": \"B0D97XJFJ8\", \"price\": \"$39.99\"},\n{\"title\": \"Car Trunk Organizer,115L Heavy Duty Collapsible Trunk Storage, with Insulated Leakproof Cooler Bag Vehicle Cargo Organizer with Lid, 3 Compartments, Straps For Car,Suv,Jeep,Sedan-Black\", \"asin\": \"B0BS6NWSRZ\", \"price\": \"$35.99\"},\n{\"title\": \"HOTOR Trunk Organizer, Sturdy Foldable with Cooler for Car & SUV, 3 Compartments, Black, 30.90'12.60'10.63'\", \"asin\": \"B0D3WR3BD5\", \"price\": \"$23.99\"},\n{\"title\": \"AOPHY Car Trunk Organizer, 115L Storage Organizer with Insulated Leakproof Cooler Bag, 4 in 1 Waterproof Portable Cargo Organizer with Cover, 3 Large Compartments, Trunk Organizer for Car, SUV, Truck\", \"asin\": \"B0BVDJX1LN\", \"price\": \"$35.99\"},\n{\"title\": \"HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\\\"\\u00d712.6\\\"\\u00d710.6\\\"\", \"asin\": \"B0CM6KVCSX\", \"price\": \"$12.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:49:16.091Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:34.299Z\", \"action\": \"input\", \"action_argument\": \"cooler bag in cal\"}\n{\"timestamp\": \"2025-04-25T20:48:36.815Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:44.346Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:45.052Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:57.601Z\", \"action\": \"click_product\", \"action_argument\": \"B07SLB88NF\"}\n{\"timestamp\": \"2025-04-25T20:49:16.091Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \" Car Trunk Organizer\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$68.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B07SLB88NF\"},\n{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\"},\n{\"price\": \"$25.49\"},\n{\"bullet_list\": \"PREMIUM CAR TRUNK ORGANIZER WITH COOLER BAG: The K KNODEL Trunk Organizer is best for all kinds of vehicles. It is great for carrying and organizing tools, groceries, emergency equipment, toys, foods, sporting goods and so on. With premium foldable cooler section, you can keep your drinks and foods COOL or WARM. Moreover, its reflective stripe makes it more secure when you are carrying it at night. SUPERIOR DURABILITY AND WATERPROOF: Our Trunk Organizer is made of high-quality 1680D Oxford Polyester material, which can withstand the weight of heavy items, and will last you through years of repeated use. Its dividers are made of 3mm card-board that is more firm and sturdy. Therefore, it is unlikely to bend or collapse when weight is added. In addition, the cooler bag is made of waterproof material, you can even put ice inside. SMART DESIGN: Our product features sturdy walls, 3 base plates and 1 removable divider. With 3 divided sections, you can use one or expand it to use both or even 3 compartments, depending on your preference. The removable divider helps you organize differently sized items, and the 6 mesh pockets are designed to store smaller items. In order to enhance your organization efforts, we also designed a side pocket for you for quick access. EASY TO USE INSTALL AND CLEAN: It is really easy to install and collapse this cargo storage bag. If you are no longer using it, you can fully fold it and it will occupy less space. Don\\u2019t forget to take it with you when you are going shopping or to the supermarket. It is helpful and eco-friendly. If you want to clean it, just wipe its surface with a wet cloth. FRIENDLY CUSTOMER SERVICE: We are dedicated to providing our customers with well-made products and exquisite packaging and super service. A good choice for your family, friends, classmates and yourself.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Black\"}],\n\"promotion_items\": [{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)\", \"asin\": \"B01ECMRFTA\", \"price\": \"$39.89\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"},\n{\"title\": \"Hanging Car Trunk Organizer with Cooler, Large Pockets, Zippers Detachable Seat Back Waterproof Car Storage Trunk Organizer for Jeeps, SUVs, Black\", \"asin\": \"B09BMZ37XC\", \"price\": \"$39.97\", \"quantity\": \"\"},\n{\"title\": \"Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black\", \"asin\": \"B07Y1X7HYN\", \"price\": \"$17.06\", \"quantity\": \"\"},\n{\"title\": \"Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Li...\", \"asin\": \"B0BRSS22XG\", \"price\": \"$54.99\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)\", \"asin\": \"B088D49F5R\", \"price\": \"$39.98\", \"quantity\": \"\"},\n{\"title\": \"Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black\", \"asin\": \"B07Y1X7HYN\", \"price\": \"$17.06\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"},\n{\"title\": \"Large Trunk Organizer for Car, SUV, Truck with Removable Cooler Bag-Collapsible Mul...\", \"asin\": \"B0F1FFZ4LS\", \"price\": \"$49.49\", \"quantity\": \"\"},\n{\"title\": \"Car Trunk Organizer with Portable Leakproof Cooler Bag,Foldable Cover,Adjustable Se...\", \"asin\": \"B08TC8TXV3\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Kohree RV Storage and Organization, 74L Collapsible RV Storage Bag, RV Caddy Organizer for RV Accessories, RV Containers Holds RV Stabilization & Electric Accessories\", \"asin\": \"B0D2DS23F4\", \"price\": \"$33.74\", \"quantity\": \"\"},\n{\"title\": \"Femuar Car Trunk Organizer with Large Capacity Waterproof Collapsible Trunk Organizer for Car Suv/Jeep/Sedan (Black, Standard)\", \"asin\": \"B0D2H69Q7S\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"WELKIN 15GAL Collapsible Trunk Organizer with Lid & Dividers - Heavy-Duty Car Storage Organizer for SUV, Sedan, Truck - Multi-Compartment Car Cargo Organizer\", \"asin\": \"B0CS8T7C9N\", \"price\": \"$27.99\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)\", \"asin\": \"B088D49F5R\", \"price\": \"$39.98\", \"quantity\": \"\"},\n{\"title\": \"AOKJOY Car\\u00a0Trunk\\u00a0Organizer\\u00a0Car\\u00a0Storage\\u00a0Organizer\\u00a0Collapsible\\u00a0Multi\\u00a0Compartment\\u00a0Car\\u00a0Organizer\\u00a0Adjustable\\u00a0Straps\\u00a0for\\u00a0SUV(Beige)\", \"asin\": \"B0BVZZYT3R\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"MARKSIGN Deluxe Trunk and Backseat Organizer for Medium or large size SUVs & RVs, Detachable Storage Modules with Built-in Cooler, Patent Pending\", \"asin\": \"B07WNV2PRJ\", \"price\": \"$45.99\", \"quantity\": \"\"},\n{\"title\": \"TRUNKCRATEPRO XL Premium SUV, Truck, Car Trunk Organizer With Expandable Compartments - Lightweight Foldable Cargo Organizer\", \"asin\": \"B07CZMDFFW\", \"price\": \"$59.89\", \"quantity\": \"\"},\n{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Cooler Bag for Car Truck SUV-Gray\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"Hanging Car Trunk Organizer with Cooler, Large Pockets, Zippers Detachable Seat Back Waterproof Car Storage Trunk Organizer for Jeeps, SUVs, Black\", \"asin\": \"B09BMZ37XC\", \"price\": \"$39.97\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\", \"asin\": \"B07SLB88NF\", \"price\": \"$25.49\"},\n{\"title\": \"LIBZAKI Car Trunk Organizer,3 Compartments Big Trunk Storage, Large Capacity, Foldable, 95L Heavy Duty Storage Box for Car, SUV, Truck,Jeep, Includes 26L Cooler Bag-Black\", \"asin\": \"B0D97XJFJ8\", \"price\": \"$39.99\"},\n{\"title\": \"Car Trunk Organizer,115L Heavy Duty Collapsible Trunk Storage, with Insulated Leakproof Cooler Bag Vehicle Cargo Organizer with Lid, 3 Compartments, Straps For Car,Suv,Jeep,Sedan-Black\", \"asin\": \"B0BS6NWSRZ\", \"price\": \"$35.99\"},\n{\"title\": \"HOTOR Trunk Organizer, Sturdy Foldable with Cooler for Car & SUV, 3 Compartments, Black, 30.90'12.60'10.63'\", \"asin\": \"B0D3WR3BD5\", \"price\": \"$23.99\"},\n{\"title\": \"AOPHY Car Trunk Organizer, 115L Storage Organizer with Insulated Leakproof Cooler Bag, 4 in 1 Waterproof Portable Cargo Organizer with Cover, 3 Large Compartments, Trunk Organizer for Car, SUV, Truck\", \"asin\": \"B0BVDJX1LN\", \"price\": \"$35.99\"},\n{\"title\": \"HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\\\"\\u00d712.6\\\"\\u00d710.6\\\"\", \"asin\": \"B0CM6KVCSX\", \"price\": \"$12.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:49:16.748Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-25T20:49:16.748Z	click	search	rule	train	1,396	2025-04-25T20:49:16.748Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} {"timestamp": "2025-04-23T00:10:42.396Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-23T00:12:23.996Z", "action": "input", "action_argument": "laptop sleeve 14 inch"} {"timestamp": "2025-04-23T00:12:24.204Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-23T00:14:58.140Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-23T00:17:50.468Z", "action": "input", "action_argument": "baggu laptop sleeve 14 inch"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-25T20:48:11.683Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:11.897Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:27.359Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:34.299Z", "action": "input", "action_argument": "cooler bag in cal"} {"timestamp": "2025-04-25T20:48:36.815Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:44.346Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:45.052Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:57.601Z", "action": "click_product", "action_argument": "B07SLB88NF"} {"timestamp": "2025-04-25T20:49:16.091Z", "action": "click", "action_argument": "search"} <\|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": " Car Trunk Organizer"}], "cart_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$17.99", "quantity": "1"}, {"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)", "asin": "B0CJVDKJYD", "price": "$36.99", "quantity": "1"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "quantity": "1"}, {"title": "medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea", "asin": "B0DGTMR754", "price": "$19.00", "quantity": "1"}, {"title": "CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces", "asin": "B0C63HWV6Z", "price": "$68.00", "quantity": "1"}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "product_details": [{"asin": "B07SLB88NF"}, {"title": "K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)"}, {"price": "$25.49"}, {"bullet_list": "PREMIUM CAR TRUNK ORGANIZER WITH COOLER BAG: The K KNODEL Trunk Organizer is best for all kinds of vehicles. It is great for carrying and organizing tools, groceries, emergency equipment, toys, foods, sporting goods and so on. With premium foldable cooler section, you can keep your drinks and foods COOL or WARM. Moreover, its reflective stripe makes it more secure when you are carrying it at night. SUPERIOR DURABILITY AND WATERPROOF: Our Trunk Organizer is made of high-quality 1680D Oxford Polyester material, which can withstand the weight of heavy items, and will last you through years of repeated use. Its dividers are made of 3mm card-board that is more firm and sturdy. Therefore, it is unlikely to bend or collapse when weight is added. In addition, the cooler bag is made of waterproof material, you can even put ice inside. SMART DESIGN: Our product features sturdy walls, 3 base plates and 1 removable divider. With 3 divided sections, you can use one or expand it to use both or even 3 compartments, depending on your preference. The removable divider helps you organize differently sized items, and the 6 mesh pockets are designed to store smaller items. In order to enhance your organization efforts, we also designed a side pocket for you for quick access. EASY TO USE INSTALL AND CLEAN: It is really easy to install and collapse this cargo storage bag. If you are no longer using it, you can fully fold it and it will occupy less space. Don\u2019t forget to take it with you when you are going shopping or to the supermarket. It is helpful and eco-friendly. If you want to clean it, just wipe its surface with a wet cloth. FRIENDLY CUSTOMER SERVICE: We are dedicated to providing our customers with well-made products and exquisite packaging and super service. A good choice for your family, friends, classmates and yourself."}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Black"}], "promotion_items": [{"title": "LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...", "asin": "B0D4TJ5D32", "price": "$52.99", "quantity": ""}, {"title": "TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)", "asin": "B01ECMRFTA", "price": "$39.89", "quantity": ""}, {"title": "Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black", "asin": "B0BZ6ZN854", "price": "$11.59", "quantity": ""}, {"title": "Hanging Car Trunk Organizer with Cooler, Large Pockets, Zippers Detachable Seat Back Waterproof Car Storage Trunk Organizer for Jeeps, SUVs, Black", "asin": "B09BMZ37XC", "price": "$39.97", "quantity": ""}, {"title": "Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black", "asin": "B07Y1X7HYN", "price": "$17.06", "quantity": ""}, {"title": "Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Li...", "asin": "B0BRSS22XG", "price": "$54.99", "quantity": ""}, {"title": "Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)", "asin": "B088D49F5R", "price": "$39.98", "quantity": ""}, {"title": "Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black", "asin": "B07Y1X7HYN", "price": "$17.06", "quantity": ""}, {"title": "Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black", "asin": "B0BZ6ZN854", "price": "$11.59", "quantity": ""}, {"title": "Large Trunk Organizer for Car, SUV, Truck with Removable Cooler Bag-Collapsible Mul...", "asin": "B0F1FFZ4LS", "price": "$49.49", "quantity": ""}, {"title": "Car Trunk Organizer with Portable Leakproof Cooler Bag,Foldable Cover,Adjustable Se...", "asin": "B08TC8TXV3", "price": "$35.99", "quantity": ""}, {"title": "Kohree RV Storage and Organization, 74L Collapsible RV Storage Bag, RV Caddy Organizer for RV Accessories, RV Containers Holds RV Stabilization & Electric Accessories", "asin": "B0D2DS23F4", "price": "$33.74", "quantity": ""}, {"title": "Femuar Car Trunk Organizer with Large Capacity Waterproof Collapsible Trunk Organizer for Car Suv/Jeep/Sedan (Black, Standard)", "asin": "B0D2H69Q7S", "price": "$11.99", "quantity": ""}, {"title": "WELKIN 15GAL Collapsible Trunk Organizer with Lid & Dividers - Heavy-Duty Car Storage Organizer for SUV, Sedan, Truck - Multi-Compartment Car Cargo Organizer", "asin": "B0CS8T7C9N", "price": "$27.99", "quantity": ""}, {"title": "Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)", "asin": "B088D49F5R", "price": "$39.98", "quantity": ""}, {"title": "AOKJOY Car\u00a0Trunk\u00a0Organizer\u00a0Car\u00a0Storage\u00a0Organizer\u00a0Collapsible\u00a0Multi\u00a0Compartment\u00a0Car\u00a0Organizer\u00a0Adjustable\u00a0Straps\u00a0for\u00a0SUV(Beige)", "asin": "B0BVZZYT3R", "price": "$24.98", "quantity": ""}, {"title": "MARKSIGN Deluxe Trunk and Backseat Organizer for Medium or large size SUVs & RVs, Detachable Storage Modules with Built-in Cooler, Patent Pending", "asin": "B07WNV2PRJ", "price": "$45.99", "quantity": ""}, {"title": "TRUNKCRATEPRO XL Premium SUV, Truck, Car Trunk Organizer With Expandable Compartments - Lightweight Foldable Cargo Organizer", "asin": "B07CZMDFFW", "price": "$59.89", "quantity": ""}, {"title": "LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Cooler Bag for Car Truck SUV-Gray", "asin": "B0D4TJ5D32", "price": "$52.99", "quantity": ""}, {"title": "Hanging Car Trunk Organizer with Cooler, Large Pockets, Zippers Detachable Seat Back Waterproof Car Storage Trunk Organizer for Jeeps, SUVs, Black", "asin": "B09BMZ37XC", "price": "$39.97", "quantity": ""}, {"title": "Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black", "asin": "B0BZ6ZN854", "price": "$11.59", "quantity": ""}], "comparison_items": [{"title": "K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)", "asin": "B07SLB88NF", "price": "$25.49"}, {"title": "LIBZAKI Car Trunk Organizer,3 Compartments Big Trunk Storage, Large Capacity, Foldable, 95L Heavy Duty Storage Box for Car, SUV, Truck,Jeep, Includes 26L Cooler Bag-Black", "asin": "B0D97XJFJ8", "price": "$39.99"}, {"title": "Car Trunk Organizer,115L Heavy Duty Collapsible Trunk Storage, with Insulated Leakproof Cooler Bag Vehicle Cargo Organizer with Lid, 3 Compartments, Straps For Car,Suv,Jeep,Sedan-Black", "asin": "B0BS6NWSRZ", "price": "$35.99"}, {"title": "HOTOR Trunk Organizer, Sturdy Foldable with Cooler for Car & SUV, 3 Compartments, Black, 30.90'12.60'10.63'", "asin": "B0D3WR3BD5", "price": "$23.99"}, {"title": "AOPHY Car Trunk Organizer, 115L Storage Organizer with Insulated Leakproof Cooler Bag, 4 in 1 Waterproof Portable Cargo Organizer with Cover, 3 Large Compartments, Trunk Organizer for Car, SUV, Truck", "asin": "B0BVDJX1LN", "price": "$35.99"}, {"title": "HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\"\u00d712.6\"\u00d710.6\"", "asin": "B0CM6KVCSX", "price": "$12.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-25T20:49:16.748Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-25T20:49:16.748Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-25T20:49:16.748Z\",\"action\": \"click\",\"acion_argument\": \"search\",}</answer>", "index": 1396, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:34.299Z\", \"action\": \"input\", \"action_argument\": \"cooler bag in cal\"}\n{\"timestamp\": \"2025-04-25T20:48:36.815Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:44.346Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:45.052Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:57.601Z\", \"action\": \"click_product\", \"action_argument\": \"B07SLB88NF\"}\n{\"timestamp\": \"2025-04-25T20:49:16.091Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \" Car Trunk Organizer\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$68.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B07SLB88NF\"},\n{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\"},\n{\"price\": \"$25.49\"},\n{\"bullet_list\": \"PREMIUM CAR TRUNK ORGANIZER WITH COOLER BAG: The K KNODEL Trunk Organizer is best for all kinds of vehicles. It is great for carrying and organizing tools, groceries, emergency equipment, toys, foods, sporting goods and so on. With premium foldable cooler section, you can keep your drinks and foods COOL or WARM. Moreover, its reflective stripe makes it more secure when you are carrying it at night. SUPERIOR DURABILITY AND WATERPROOF: Our Trunk Organizer is made of high-quality 1680D Oxford Polyester material, which can withstand the weight of heavy items, and will last you through years of repeated use. Its dividers are made of 3mm card-board that is more firm and sturdy. Therefore, it is unlikely to bend or collapse when weight is added. In addition, the cooler bag is made of waterproof material, you can even put ice inside. SMART DESIGN: Our product features sturdy walls, 3 base plates and 1 removable divider. With 3 divided sections, you can use one or expand it to use both or even 3 compartments, depending on your preference. The removable divider helps you organize differently sized items, and the 6 mesh pockets are designed to store smaller items. In order to enhance your organization efforts, we also designed a side pocket for you for quick access. EASY TO USE INSTALL AND CLEAN: It is really easy to install and collapse this cargo storage bag. If you are no longer using it, you can fully fold it and it will occupy less space. Don\\u2019t forget to take it with you when you are going shopping or to the supermarket. It is helpful and eco-friendly. If you want to clean it, just wipe its surface with a wet cloth. FRIENDLY CUSTOMER SERVICE: We are dedicated to providing our customers with well-made products and exquisite packaging and super service. A good choice for your family, friends, classmates and yourself.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Black\"}],\n\"promotion_items\": [{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)\", \"asin\": \"B01ECMRFTA\", \"price\": \"$39.89\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"},\n{\"title\": \"Hanging Car Trunk Organizer with Cooler, Large Pockets, Zippers Detachable Seat Back Waterproof Car Storage Trunk Organizer for Jeeps, SUVs, Black\", \"asin\": \"B09BMZ37XC\", \"price\": \"$39.97\", \"quantity\": \"\"},\n{\"title\": \"Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black\", \"asin\": \"B07Y1X7HYN\", \"price\": \"$17.06\", \"quantity\": \"\"},\n{\"title\": \"Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Li...\", \"asin\": \"B0BRSS22XG\", \"price\": \"$54.99\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)\", \"asin\": \"B088D49F5R\", \"price\": \"$39.98\", \"quantity\": \"\"},\n{\"title\": \"Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black\", \"asin\": \"B07Y1X7HYN\", \"price\": \"$17.06\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"},\n{\"title\": \"Large Trunk Organizer for Car, SUV, Truck with Removable Cooler Bag-Collapsible Mul...\", \"asin\": \"B0F1FFZ4LS\", \"price\": \"$49.49\", \"quantity\": \"\"},\n{\"title\": \"Car Trunk Organizer with Portable Leakproof Cooler Bag,Foldable Cover,Adjustable Se...\", \"asin\": \"B08TC8TXV3\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Kohree RV Storage and Organization, 74L Collapsible RV Storage Bag, RV Caddy Organizer for RV Accessories, RV Containers Holds RV Stabilization & Electric Accessories\", \"asin\": \"B0D2DS23F4\", \"price\": \"$33.74\", \"quantity\": \"\"},\n{\"title\": \"Femuar Car Trunk Organizer with Large Capacity Waterproof Collapsible Trunk Organizer for Car Suv/Jeep/Sedan (Black, Standard)\", \"asin\": \"B0D2H69Q7S\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"WELKIN 15GAL Collapsible Trunk Organizer with Lid & Dividers - Heavy-Duty Car Storage Organizer for SUV, Sedan, Truck - Multi-Compartment Car Cargo Organizer\", \"asin\": \"B0CS8T7C9N\", \"price\": \"$27.99\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)\", \"asin\": \"B088D49F5R\", \"price\": \"$39.98\", \"quantity\": \"\"},\n{\"title\": \"AOKJOY Car\\u00a0Trunk\\u00a0Organizer\\u00a0Car\\u00a0Storage\\u00a0Organizer\\u00a0Collapsible\\u00a0Multi\\u00a0Compartment\\u00a0Car\\u00a0Organizer\\u00a0Adjustable\\u00a0Straps\\u00a0for\\u00a0SUV(Beige)\", \"asin\": \"B0BVZZYT3R\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"MARKSIGN Deluxe Trunk and Backseat Organizer for Medium or large size SUVs & RVs, Detachable Storage Modules with Built-in Cooler, Patent Pending\", \"asin\": \"B07WNV2PRJ\", \"price\": \"$45.99\", \"quantity\": \"\"},\n{\"title\": \"TRUNKCRATEPRO XL Premium SUV, Truck, Car Trunk Organizer With Expandable Compartments - Lightweight Foldable Cargo Organizer\", \"asin\": \"B07CZMDFFW\", \"price\": \"$59.89\", \"quantity\": \"\"},\n{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Cooler Bag for Car Truck SUV-Gray\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"Hanging Car Trunk Organizer with Cooler, Large Pockets, Zippers Detachable Seat Back Waterproof Car Storage Trunk Organizer for Jeeps, SUVs, Black\", \"asin\": \"B09BMZ37XC\", \"price\": \"$39.97\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\", \"asin\": \"B07SLB88NF\", \"price\": \"$25.49\"},\n{\"title\": \"LIBZAKI Car Trunk Organizer,3 Compartments Big Trunk Storage, Large Capacity, Foldable, 95L Heavy Duty Storage Box for Car, SUV, Truck,Jeep, Includes 26L Cooler Bag-Black\", \"asin\": \"B0D97XJFJ8\", \"price\": \"$39.99\"},\n{\"title\": \"Car Trunk Organizer,115L Heavy Duty Collapsible Trunk Storage, with Insulated Leakproof Cooler Bag Vehicle Cargo Organizer with Lid, 3 Compartments, Straps For Car,Suv,Jeep,Sedan-Black\", \"asin\": \"B0BS6NWSRZ\", \"price\": \"$35.99\"},\n{\"title\": \"HOTOR Trunk Organizer, Sturdy Foldable with Cooler for Car & SUV, 3 Compartments, Black, 30.90'12.60'10.63'\", \"asin\": \"B0D3WR3BD5\", \"price\": \"$23.99\"},\n{\"title\": \"AOPHY Car Trunk Organizer, 115L Storage Organizer with Insulated Leakproof Cooler Bag, 4 in 1 Waterproof Portable Cargo Organizer with Cover, 3 Large Compartments, Trunk Organizer for Car, SUV, Truck\", \"asin\": \"B0BVDJX1LN\", \"price\": \"$35.99\"},\n{\"title\": \"HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\\\"\\u00d712.6\\\"\\u00d710.6\\\"\", \"asin\": \"B0CM6KVCSX\", \"price\": \"$12.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:49:16.748Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:34.299Z\", \"action\": \"input\", \"action_argument\": \"cooler bag in cal\"}\n{\"timestamp\": \"2025-04-25T20:48:36.815Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:44.346Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:45.052Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:57.601Z\", \"action\": \"click_product\", \"action_argument\": \"B07SLB88NF\"}\n{\"timestamp\": \"2025-04-25T20:49:16.091Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:49:16.748Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"Car Trunk Organizer\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$68.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Car\\u00a0Trunk\\u00a0Organizer\\u00a0Car\\u00a0Storage\\u00a0Organizer\\u00a0Collapsible\\u00a0Multi\\u00a0Compartment\\u00a0Car\\u00a0Organizer\\u00a0Adjustable\\u00a0Straps\\u00a0for\\u00a0SUV(Beige)\", \"asin\": \"\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"UYYE Trunk Hanging Organizer, Backseat Bag, Car Interior Accessories with 4 Pockets & 2 Mesh Pouches for Groceries, Will Provide More Storage Trunk Space for SUV, Jeep, MPVs\", \"asin\": \"\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Lid,Collapsible and Adjustable\", \"asin\": \"\", \"price\": \"$54.99\", \"quantity\": \"\"},\n{\"title\": \"HEYTRIP Large Trunk Organizer With Built-in Leakproof Cooler Bag, 2 Tie-Down Straps, 4 Removable Dividers, Foldable Cover, Built with 2mm PE Board\", \"asin\": \"\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\", \"asin\": \"B07SLB88NF\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Farasla Waterproof Trunk Organizer with Insulated Leakproof Cooler Bag, Foldable Cover, Adjustable Securing Straps (Black)\", \"asin\": \"B0838Y5XHY\", \"price\": \"$44.99\", \"quantity\": \"\"},\n{\"title\": \"HEYTRIP Large Trunk Organizer With Built-in Leakproof Cooler Bag, 2 Tie-Down Straps, 4 Removable Dividers, Foldable Cover, Built with 2mm PE Board\", \"asin\": \"B08DFLFTBQ\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black\", \"asin\": \"B07Y1X7HYN\", \"price\": \"$17.06\", \"quantity\": \"\"},\n{\"title\": \"Car\\u00a0Trunk\\u00a0Organizer\\u00a0Car\\u00a0Storage\\u00a0Organizer\\u00a0Collapsible\\u00a0Multi\\u00a0Compartment\\u00a0Car\\u00a0Organizer\\u00a0Adjustable\\u00a0Straps\\u00a0for\\u00a0SUV(Beige)\", \"asin\": \"B0BVZZYT3R\", \"price\": \"$24.98\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Trunk Organizer With Built-In Insulated Leak Proof Cooler Bag,Collapsible Cargo Organizer For Suv With Non Slip Bottom Strips,3 Large Compartments Foldable Waterproof Portable Car Storage Box\", \"asin\": \"B0BL7G4VK8\"}],\n\"search_results\": [{\"title\": \"Car\\u00a0Trunk\\u00a0Organizer\\u00a0Car\\u00a0Storage\\u00a0Organizer\\u00a0Collapsible\\u00a0Multi\\u00a0Compartment\\u00a0Car\\u00a0Organizer\\u00a0Adjustable\\u00a0Straps\\u00a0for\\u00a0SUV(Beige)\", \"asin\": \"B0BVZZYT3R\", \"price\": \"$24.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\\\"\\u00d712.6\\\"\\u00d710.6\\\"\", \"asin\": \"B0CM6KVCSX\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black\", \"asin\": \"B07Y1X7HYN\", \"price\": \"$17.06\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"FORTEM Car Trunk Organizer, Collapsible Multi Compartment SUV Organizer, Foldable Storage for Car Accessories for Women Men, 600D Oxford, Non Slip Bottom, Securing Straps, Soft Cover (50L)\", \"asin\": \"B01DIMTWCS\", \"price\": \"$27.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"MIKKUPPA Car Trunk Organizer - 65L Collapsible Trunk Organizer with Lid, Sturdy Car Storage for SUV Auto Truck Van with Adjustable Straps and Non Slip Bottom (Black)\", \"asin\": \"B0CBP47K1T\", \"price\": \"$25.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\", \"asin\": \"B07SLB88NF\", \"price\": \"$25.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"FORTEM Car Trunk Organizer, Collapsible Multi Compartment SUV Organizer, Foldable Storage for Car Accessories for Women Men, 600D Oxford, Non Slip Bottom, Securing Straps, Soft Cover (50L)\", \"asin\": \"B01DIMTWCS\", \"price\": \"$27.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Trunk Organizer for SUV - Car Organizer with Removable Cooler Bag, 66L Collapsible Multi Compartment 1680D Waterproof Sturdy Cargo Storage for Car Accessories Women Men\", \"asin\": \"B0DYDXYF3F\", \"price\": \"$32.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\\\"\\u00d712.6\\\"\\u00d710.6\\\"\", \"asin\": \"B0CM6KVCSX\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"GORILLA GRIP Patent Pending Large Capacity Trunk Organizer, Sturdy Water and Slip Resistant Collapsible Organization Container for Car, Sedan, SUV, Multi Compartment Box, Vehicle Accessories, Black\", \"asin\": \"B0C6NMWVPS\", \"price\": \"$34.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"UYYE Trunk Hanging Organizer, Backseat Bag, Car Interior Accessories with 4 Pockets & 2 Mesh Pouches for Groceries, Will Provide More Storage Trunk Space for SUV, Jeep, MPVs\", \"asin\": \"B093S533L9\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\", \"asin\": \"B07SLB88NF\", \"price\": \"$25.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"YoGi Prime Car Trunk Organizer - Hanging Cargo Storage Bag for SUVs, Vans, Cars \| Waterproof, 4 Pocket Backseat Storage Solution \| Easy Install, Durable & Versatile - Ideal Christmas Gift for Drivers\", \"asin\": \"B072SMS36V\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Apr 29 - May 2 for Prime members\"},\n{\"title\": \"HEYTRIP Large Trunk Organizer With Built-in Leakproof Cooler Bag, 2 Tie-Down Straps, 4 Removable Dividers, Foldable Cover, Built with 2mm PE Board\", \"asin\": \"B08DFLFTBQ\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Farasla Waterproof Trunk Organizer with Insulated Leakproof Cooler Bag, Foldable Cover, Adjustable Securing Straps (Black)\", \"asin\": \"B0838Y5XHY\", \"price\": \"$44.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Drive Auto Car Trunk Organizer - Collapsible, Multi-Compartment Automotive SUV Car Organizer for Storage w/Adjustable Straps - Truck & Car Accessories for Women and Men - Black\", \"asin\": \"B071F82CYJ\", \"price\": \"$13.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"HOTOR Trunk Organizer, Sturdy Foldable with Cooler for Car & SUV, 3 Compartments, Black, 30.90'12.60'10.63'\", \"asin\": \"B0D3WR3BD5\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black\", \"asin\": \"B07Y1X7HYN\", \"price\": \"$17.06\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Femuar Car Trunk Organizer with Large Capacity Waterproof Collapsible Trunk Organizer for Car Suv/Jeep/Sedan (Black, Standard)\", \"asin\": \"B0D2H69Q7S\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"MIU COLOR Trunk Organizer for Car, Car Organizer, Sturdy Trunk Organizer for SUV, Non-Slip Bottom, Folded Storage Organizer for Sedans, Van, Jeep, Grocery, Large 3 Compartments, Black 32\\\"\\u00d713\\\"\\u00d710.6\\\"\", \"asin\": \"B07921RPFQ\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Lid,Collapsible and Adjustable\", \"asin\": \"B0BRSS22XG\", \"price\": \"$54.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Car Trunk Storage Organizer, Foldable Trunk Organizer with Cooler, Trunk Organizer for SUV, Shoes Storage, 95L, Black-X212\", \"asin\": \"B0DSP2DJVR\", \"price\": \"$52.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Trunk Organizer, Car Organizer, Foldable for SUV, Car, Includes 26L Ice Pack, Waterproof, 95L, Purple-M004\", \"asin\": \"B0DSP9YDLF\", \"price\": \"$52.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"HIRALIY 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Leakproof Insulated Bag for Car Truck SUV\", \"asin\": \"B09634BL8G\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Car Trunk Organizer and Storage with Lid & Removable Leakproof Cooler Bag, Car Accessories 6 Removable Dividers for Custom Space, Collapsible Large Trunk Organizers Interior for SUV Sendan with Cover\", \"asin\": \"B0CK21SJ38\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Car\\u00a0Trunk\\u00a0Organizer\\u00a0Car\\u00a0Storage\\u00a0Organizer\\u00a0Collapsible\\u00a0Multi\\u00a0Compartment\\u00a0Car\\u00a0Organizer\\u00a0Adjustable\\u00a0Straps\\u00a0for\\u00a0SUV(Beige)\", \"asin\": \"B0BVZZYT3R\", \"price\": \"$24.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"MIKKUPPA Car Trunk Organizer - 65L Collapsible Trunk Organizer with Lid, Sturdy Car Storage for SUV Auto Truck Van with Adjustable Straps and Non Slip Bottom (Black)\", \"asin\": \"B0CBP47K1T\", \"price\": \"$25.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"JiatuA Car Trunk Organizer, Car Organizers and Storage Collapsible Multi Compartment Container Box, Adjustable Car Accessories for SUV Sedan Truck, Standard Size, Beige\", \"asin\": \"B0CQMZ2H22\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"HOTOR Foldable Trunk Organizer - SUV, Sedan & Van Compatible, Sturdy Base Panel for Car Accessories, Black, 2 Compartments, 21.3\\\"12.6\\\"10.6\\\"\", \"asin\": \"B0D81QHWW1\", \"price\": \"$12.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"EPAuto Foldable Car Trunk Organizer, 3-Compartment with Removable Divider, Black\", \"asin\": \"B017RZ4YDE\", \"price\": \"$19.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Simniam Large Trunk Organizer for Car, Collapsible Multi Compartment Car Trunk Organizer with 2 Retractable Straps, Suitable for All Kinds of Cars, SUV, Minivan - 4 Compartments Red\", \"asin\": \"B085ZKC9MW\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Car Trunk Organizer and Storage with Lid & Removable Leakproof Cooler Bag, Car Accessories 6 Removable Dividers for Custom Space, Collapsible Large Trunk Organizers Interior for SUV Sendan with Cover\", \"asin\": \"B0CK21SJ38\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"SURDOCA Hanging Trunk Organizer for SUV, [UPGRADED 7 Times] Car Organizers and Storage, Car Accessories Interior, Space Saving Expert\", \"asin\": \"B0768938CP\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Trunk Organizer,115L Heavy Duty Collapsible Trunk Storage, with Insulated Leakproof Cooler Bag Vehicle Cargo Organizer with Lid, 3 Compartments, Straps For Car,Suv,Jeep,Sedan-Green\", \"asin\": \"B0CX4YR7KJ\", \"price\": \"$37.89\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"K KNODEL Car Trunk Organizer, Foldable Organizer for Car, Automotive Consoles & Organizers, Storage with Reinforced Handles (Small, Black)\", \"asin\": \"B0CR31THFH\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Oasser Car Trunk Organizer, Collapsible Waterproof Multi Compartments Car Storage Organizer with Foldable Cover Reflective Strip (Standard, Black)\", \"asin\": \"B0BLCBMQCS\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Sposuit Trunk Organizer for Car - 70L Collapsible Car Storage with 11 Pockets & Reinforced Handles, SUV Trunk Organizers for Grocery Cargo\", \"asin\": \"B09NLLGMB8\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Simple Deluxe Car Trunk Organizer, 2 Compartments Collapsible Trunk Storage, Anti-slip Design, Made of Waterproof 600D Oxford Polyester, Suitable for SUV, Minivan, Truck, Standard Size, Black\", \"asin\": \"B0CBBV3QPZ\", \"price\": \"$11.84\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)\", \"asin\": \"B01ECMRFTA\", \"price\": \"$39.89\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Collapsible Trunk Organizer for Car with Insulated Leak proof Cooler Bag, 3 Compartments SUV Cargo Organizer Removable Dividers, 5 in1 Car Storage Organizer with Foldable Lid,2 Tie-Down Straps(Black)\", \"asin\": \"B0969Y42W7\", \"price\": \"$42.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"K KNODEL Car Trunk Organizer with Lid, Collapsible Car Trunk Storage Organizer, Car Organizer and Storage for SUV, Truck, Sedan (2C, Black)\", \"asin\": \"B088NFSJVC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"JOJOY LUX Car Trunk Organizer with Multi Compartments - Automotive Collapsible Cargo Containers with 11 Pockets & Reinforced Handles, Vehicle Grocery Organizer Bin Caddy Bag for SUV Van Truck\", \"asin\": \"B0B38JKVC8\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"JiatuA Car Trunk Organizer for SUV, Car Storage Organizer Collapsible Multi Compartment Container Box, Adjustable Car Accessories for Women/Men, Black\", \"asin\": \"B0CTQF1TY2\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Simple Deluxe Trunk Organizer for Car/SUV/Truck, Collapsible 2 Compartment Automotive Storage Box, 600D Waterproof Oxford Polyester 50L Travel Accessories, Anti-slip & Leak-proof, Black\", \"asin\": \"B0D7H3DDHG\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"YSSOA Car Trunk Organizer, 2 Compartments Anti-slip 14\\\" D x 22\\\" W x 12\\\" H Collapsible Trunk Storage, 600D Oxford Polyester Car Storage, Suitable for SUV, Minivan, Truck, Black\", \"asin\": \"B0DJS2N9NP\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Femuar Car Trunk Organizer, Large Capacity Backseat Trunk Organizer (42\\\"*18\\\"), Collapsible Car Storage Bag with 8 Pockets, SUV/MPV/Truck - Black\", \"asin\": \"B0B7WRBYJ2\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Handy Laundry Fold-Away Car Trunk Organizer \\u2013 Non-Slip Securing Fasteners \\u2013 22 x 10 x 11 Inches \\u2013 Prevents Shifting and Rolling (Black)\", \"asin\": \"B011871YXA\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"AUCELI Car Trunk Organizer, Backseat Hanging Large Storage with Adjustable Straps, Waterproof Collapsible Cargo Bag with 4 Pockets, Sturdy Space Saver Frees Trunk Floor for SUV, Truck, MPV\", \"asin\": \"B0BXL4ZHZV\", \"price\": \"$13.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Car Trunk Organizer with Lid - Heavy-Duty Extra Large Premium Black Oxford Cargo Storage, Adjustable & Collapsible for SUV, Van, Truck, Sedan, Jeep\", \"asin\": \"B0B7667NM1\", \"price\": \"$57.49\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"UYYE Trunk Hanging Organizer, Backseat Bag, Car Interior Accessories with 4 Pockets & 2 Mesh Pouches for Groceries, Will Provide More Storage Trunk Space for SUV, Jeep, MPVs\", \"asin\": \"B093S533L9\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Honey-Can-Do SFT-01166 Soft Storage Chest, Black Folding Car Trunk Organizer\", \"asin\": \"B004ZVN78C\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"HIRALIY 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Leakproof Insulated Bag for Car Truck SUV\", \"asin\": \"B09634BL8G\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Simple Deluxe Car Trunk Organizer, 2 Compartments Anti-slip Design Collapsible Trunk Storage, Made of Waterproof 600D Oxford Polyester, Suitable for SUV, Minivan, Truck, Black\", \"asin\": \"B0DJS3T7S2\", \"price\": \"$10.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Lid,Collapsible and Adjustable\", \"asin\": \"B0BRSS22XG\", \"price\": \"$54.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Car Trunk Organizer and Storage, Backseat Hanging Organizer for SUV, Truck, MPV, Waterproof, Collapsible Cargo Storage Bag with 4 Pockets, Car Interior Accessories for Men and Women (Black)\", \"asin\": \"B097ZD74BS\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"UYYE Auto Trunk Organizer,Compartments Collapsible Durable for Cargo Storage, Interior Accessories with Adjustable Securing Straps and Non-Slip Bottom for Car\", \"asin\": \"B08T1V2NJJ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Trunk Organizer for SUV - Car Organizer with Removable Cooler Bag, 66L Collapsible Multi Compartment 1680D Waterproof Sturdy Cargo Storage for Car Accessories Women Men\", \"asin\": \"B0DMVJ1V5D\", \"price\": \"$39.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Only 3 left in stock - order soon.\"},\n{\"title\": \"HOTOR Trunk Organizer for Car - Water-Resistant Car Organizer, Trunk Organizer for SUV, Multi-Compartment Car Organization, Car Accessories with Handles and Buckles, Beige, 22.44\\\"\\u00d712.80\\\"\\u00d710.83\\\"\", \"asin\": \"B0DK75HH2T\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, May 1 for Prime members\"},\n{\"title\": \"K KNODEL Extra Large Trunk Organizer With Cooler Bag, 3 Compartments Car Organizer, Heavy Duty SUV Trunk Organizer with 2 Adjustable Securing Straps (4-in-1, Black)\", \"asin\": \"B09Q5JZ7GJ\", \"price\": \"$31.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"CAT\\u00ae FlexTrunk Car Trunk Organizer and Storage - Collapsible Dual-Compartment Convenient Heavy Duty, Fold Up for Easy Storage, Automotive Seat Cargo Storage for Groceries Tools - 23\\\"L x 14.5\\\"W x 13\\\"H\", \"asin\": \"B09Y9H13Q7\", \"price\": \"$25.50\", \"delivery\": \"$4.49 delivery Tue, May 13 Only 3 left in stock - order soon.\"},\n{\"title\": \"YSSOA Car Trunk Organizer, Foldable 2 Compartment 50L Storage Box with 5 Pocket & Reinforced Handle, 600D Waterproof Oxford Polyester, Non-Slip Bottom, for SUV/Truck, Black\", \"asin\": \"B0CR14F8R3\", \"price\": \"$8.73\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Collapsible Car Trunk Organizer with Reinforced Handles, Storage with 6 Pockets, Car Accessories for Women/Man (Medium, Black)\", \"asin\": \"B0CXHXCQDL\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Car Trunk Organizer, Foldable Storage Organizer with 3 Compartments, Large Capacity Storage Box for Auto, Portable Waterproof Bag for Cargo Trunk, Universal for SUV, Truck, Van\", \"asin\": \"B0CG9CXX4D\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:49:43.619Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-25T20:49:43.619Z	click_product	B07SLB88NF	rule	train	1,397	2025-04-25T20:49:43.619Z	click_product	B07SLB88NF	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} {"timestamp": "2025-04-23T00:10:42.396Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-23T00:12:23.996Z", "action": "input", "action_argument": "laptop sleeve 14 inch"} {"timestamp": "2025-04-23T00:12:24.204Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-23T00:14:58.140Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-23T00:17:50.468Z", "action": "input", "action_argument": "baggu laptop sleeve 14 inch"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-25T20:48:11.683Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:11.897Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:27.359Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:34.299Z", "action": "input", "action_argument": "cooler bag in cal"} {"timestamp": "2025-04-25T20:48:36.815Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:44.346Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:45.052Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:57.601Z", "action": "click_product", "action_argument": "B07SLB88NF"} {"timestamp": "2025-04-25T20:49:16.091Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:49:16.748Z", "action": "click", "action_argument": "search"} <\|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. 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8 AM on $25 of qualifying items"}, {"title": "HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\"\u00d712.6\"\u00d710.6\"", "asin": "B0CM6KVCSX", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black", "asin": "B07Y1X7HYN", "price": "$17.06", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "FORTEM Car Trunk Organizer, Collapsible Multi Compartment SUV Organizer, Foldable Storage for Car Accessories for Women Men, 600D Oxford, Non Slip Bottom, Securing Straps, Soft Cover (50L)", "asin": "B01DIMTWCS", "price": "$27.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "MIKKUPPA Car Trunk Organizer - 65L Collapsible Trunk Organizer with Lid, Sturdy Car Storage for SUV Auto Truck Van with Adjustable Straps and Non Slip Bottom (Black)", "asin": "B0CBP47K1T", "price": "$25.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)", "asin": "B07SLB88NF", "price": "$25.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "FORTEM Car Trunk Organizer, Collapsible Multi Compartment SUV Organizer, Foldable Storage for Car Accessories for Women Men, 600D Oxford, Non Slip Bottom, Securing Straps, Soft Cover (50L)", "asin": "B01DIMTWCS", "price": "$27.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Trunk Organizer for SUV - Car Organizer with Removable Cooler Bag, 66L Collapsible Multi Compartment 1680D Waterproof Sturdy Cargo Storage for Car Accessories Women Men", "asin": "B0DYDXYF3F", "price": "$32.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\"\u00d712.6\"\u00d710.6\"", "asin": "B0CM6KVCSX", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "GORILLA GRIP Patent Pending Large Capacity Trunk Organizer, Sturdy Water and Slip Resistant Collapsible Organization Container for Car, Sedan, SUV, Multi Compartment Box, Vehicle Accessories, Black", "asin": "B0C6NMWVPS", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "UYYE Trunk Hanging Organizer, Backseat Bag, Car Interior Accessories with 4 Pockets & 2 Mesh Pouches for Groceries, Will Provide More Storage Trunk Space for SUV, Jeep, MPVs", "asin": "B093S533L9", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)", "asin": "B07SLB88NF", "price": "$25.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "YoGi Prime Car Trunk Organizer - Hanging Cargo Storage Bag for SUVs, Vans, Cars \| Waterproof, 4 Pocket Backseat Storage Solution \| Easy Install, Durable & Versatile - Ideal Christmas Gift for Drivers", "asin": "B072SMS36V", "price": "$22.99", "delivery": "FREE delivery Apr 29 - May 2 for Prime members"}, {"title": "HEYTRIP Large Trunk Organizer With Built-in Leakproof Cooler Bag, 2 Tie-Down Straps, 4 Removable Dividers, Foldable Cover, Built with 2mm PE Board", "asin": "B08DFLFTBQ", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Farasla Waterproof Trunk Organizer with Insulated Leakproof Cooler Bag, Foldable Cover, Adjustable Securing Straps (Black)", "asin": "B0838Y5XHY", "price": "$44.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Drive Auto Car Trunk Organizer - Collapsible, Multi-Compartment Automotive SUV Car Organizer for Storage w/Adjustable Straps - Truck & Car Accessories for Women and Men - Black", "asin": "B071F82CYJ", "price": "$13.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "HOTOR Trunk Organizer, Sturdy Foldable with Cooler for Car & SUV, 3 Compartments, Black, 30.90'12.60'10.63'", "asin": "B0D3WR3BD5", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black", "asin": "B07Y1X7HYN", "price": "$17.06", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Femuar Car Trunk Organizer with Large Capacity Waterproof Collapsible Trunk Organizer for Car Suv/Jeep/Sedan (Black, Standard)", "asin": "B0D2H69Q7S", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "MIU COLOR Trunk Organizer for Car, Car Organizer, Sturdy Trunk Organizer for SUV, Non-Slip Bottom, Folded Storage Organizer for Sedans, Van, Jeep, Grocery, Large 3 Compartments, Black 32\"\u00d713\"\u00d710.6\"", "asin": "B07921RPFQ", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Lid,Collapsible and Adjustable", "asin": "B0BRSS22XG", "price": "$54.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Car Trunk Storage Organizer, Foldable Trunk Organizer with Cooler, Trunk Organizer for SUV, Shoes Storage, 95L, Black-X212", "asin": "B0DSP2DJVR", "price": "$52.99", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Trunk Organizer, Car Organizer, Foldable for SUV, Car, Includes 26L Ice Pack, Waterproof, 95L, Purple-M004", "asin": "B0DSP9YDLF", "price": "$52.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "HIRALIY 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Leakproof Insulated Bag for Car Truck SUV", "asin": "B09634BL8G", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Car Trunk Organizer and Storage with Lid & Removable Leakproof Cooler Bag, Car Accessories 6 Removable Dividers for Custom Space, Collapsible Large Trunk Organizers Interior for SUV Sendan with Cover", "asin": "B0CK21SJ38", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Car\u00a0Trunk\u00a0Organizer\u00a0Car\u00a0Storage\u00a0Organizer\u00a0Collapsible\u00a0Multi\u00a0Compartment\u00a0Car\u00a0Organizer\u00a0Adjustable\u00a0Straps\u00a0for\u00a0SUV(Beige)", "asin": "B0BVZZYT3R", "price": "$24.98", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "MIKKUPPA Car Trunk Organizer - 65L Collapsible Trunk Organizer with Lid, Sturdy Car Storage for SUV Auto Truck Van with Adjustable Straps and Non Slip Bottom (Black)", "asin": "B0CBP47K1T", "price": "$25.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "JiatuA Car Trunk Organizer, Car Organizers and Storage Collapsible Multi Compartment Container Box, Adjustable Car Accessories for SUV Sedan Truck, Standard Size, Beige", "asin": "B0CQMZ2H22", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black", "asin": "B0BZ6ZN854", "price": "$11.59", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "HOTOR Foldable Trunk Organizer - SUV, Sedan & Van Compatible, Sturdy Base Panel for Car Accessories, Black, 2 Compartments, 21.3\"12.6\"10.6\"", "asin": "B0D81QHWW1", "price": "$12.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "EPAuto Foldable Car Trunk Organizer, 3-Compartment with Removable Divider, Black", "asin": "B017RZ4YDE", "price": "$19.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Simniam Large Trunk Organizer for Car, Collapsible Multi Compartment Car Trunk Organizer with 2 Retractable Straps, Suitable for All Kinds of Cars, SUV, Minivan - 4 Compartments Red", "asin": "B085ZKC9MW", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Car Trunk Organizer and Storage with Lid & Removable Leakproof Cooler Bag, Car Accessories 6 Removable Dividers for Custom Space, Collapsible Large Trunk Organizers Interior for SUV Sendan with Cover", "asin": "B0CK21SJ38", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "SURDOCA Hanging Trunk Organizer for SUV, [UPGRADED 7 Times] Car Organizers and Storage, Car Accessories Interior, Space Saving Expert", "asin": "B0768938CP", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Car Trunk Organizer,115L Heavy Duty Collapsible Trunk Storage, with Insulated Leakproof Cooler Bag Vehicle Cargo Organizer with Lid, 3 Compartments, Straps For Car,Suv,Jeep,Sedan-Green", "asin": "B0CX4YR7KJ", "price": "$37.89", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "K KNODEL Car Trunk Organizer, Foldable Organizer for Car, Automotive Consoles & Organizers, Storage with Reinforced Handles (Small, Black)", "asin": "B0CR31THFH", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Oasser Car Trunk Organizer, Collapsible Waterproof Multi Compartments Car Storage Organizer with Foldable Cover Reflective Strip (Standard, Black)", "asin": "B0BLCBMQCS", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Sposuit Trunk Organizer for Car - 70L Collapsible Car Storage with 11 Pockets & Reinforced Handles, SUV Trunk Organizers for Grocery Cargo", "asin": "B09NLLGMB8", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Simple Deluxe Car Trunk Organizer, 2 Compartments Collapsible Trunk Storage, Anti-slip Design, Made of Waterproof 600D Oxford Polyester, Suitable for SUV, Minivan, Truck, Standard Size, Black", "asin": "B0CBBV3QPZ", "price": "$11.84", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)", "asin": "B01ECMRFTA", "price": "$39.89", "delivery": " Two-Day FREE delivery Sun, Apr 27"}, {"title": "Collapsible Trunk Organizer for Car with Insulated Leak proof Cooler Bag, 3 Compartments SUV Cargo Organizer Removable Dividers, 5 in1 Car Storage Organizer with Foldable Lid,2 Tie-Down Straps(Black)", "asin": "B0969Y42W7", "price": "$42.49", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "K KNODEL Car Trunk Organizer with Lid, Collapsible Car Trunk Storage Organizer, Car Organizer and Storage for SUV, Truck, Sedan (2C, Black)", "asin": "B088NFSJVC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "JOJOY LUX Car Trunk Organizer with Multi Compartments - Automotive Collapsible Cargo Containers with 11 Pockets & Reinforced Handles, Vehicle Grocery Organizer Bin Caddy Bag for SUV Van Truck", "asin": "B0B38JKVC8", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "JiatuA Car Trunk Organizer for SUV, Car Storage Organizer Collapsible Multi Compartment Container Box, Adjustable Car Accessories for Women/Men, Black", "asin": "B0CTQF1TY2", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Simple Deluxe Trunk Organizer for Car/SUV/Truck, Collapsible 2 Compartment Automotive Storage Box, 600D Waterproof Oxford Polyester 50L Travel Accessories, Anti-slip & Leak-proof, Black", "asin": "B0D7H3DDHG", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "YSSOA Car Trunk Organizer, 2 Compartments Anti-slip 14\" D x 22\" W x 12\" H Collapsible Trunk Storage, 600D Oxford Polyester Car Storage, Suitable for SUV, Minivan, Truck, Black", "asin": "B0DJS2N9NP", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Femuar Car Trunk Organizer, Large Capacity Backseat Trunk Organizer (42\"*18\"), Collapsible Car Storage Bag with 8 Pockets, SUV/MPV/Truck - Black", "asin": "B0B7WRBYJ2", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Handy Laundry Fold-Away Car Trunk Organizer \u2013 Non-Slip Securing Fasteners \u2013 22 x 10 x 11 Inches \u2013 Prevents Shifting and Rolling (Black)", "asin": "B011871YXA", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "AUCELI Car Trunk Organizer, Backseat Hanging Large Storage with Adjustable Straps, Waterproof Collapsible Cargo Bag with 4 Pockets, Sturdy Space Saver Frees Trunk Floor for SUV, Truck, MPV", "asin": "B0BXL4ZHZV", "price": "$13.87", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Car Trunk Organizer with Lid - Heavy-Duty Extra Large Premium Black Oxford Cargo Storage, Adjustable & Collapsible for SUV, Van, Truck, Sedan, Jeep", "asin": "B0B7667NM1", "price": "$57.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "UYYE Trunk Hanging Organizer, Backseat Bag, Car Interior Accessories with 4 Pockets & 2 Mesh Pouches for Groceries, Will Provide More Storage Trunk Space for SUV, Jeep, MPVs", "asin": "B093S533L9", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Honey-Can-Do SFT-01166 Soft Storage Chest, Black Folding Car Trunk Organizer", "asin": "B004ZVN78C", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "HIRALIY 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Leakproof Insulated Bag for Car Truck SUV", "asin": "B09634BL8G", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Simple Deluxe Car Trunk Organizer, 2 Compartments Anti-slip Design Collapsible Trunk Storage, Made of Waterproof 600D Oxford Polyester, Suitable for SUV, Minivan, Truck, Black", "asin": "B0DJS3T7S2", "price": "$10.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Lid,Collapsible and Adjustable", "asin": "B0BRSS22XG", "price": "$54.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Car Trunk Organizer and Storage, Backseat Hanging Organizer for SUV, Truck, MPV, Waterproof, Collapsible Cargo Storage Bag with 4 Pockets, Car Interior Accessories for Men and Women (Black)", "asin": "B097ZD74BS", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "UYYE Auto Trunk Organizer,Compartments Collapsible Durable for Cargo Storage, Interior Accessories with Adjustable Securing Straps and Non-Slip Bottom for Car", "asin": "B08T1V2NJJ", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Trunk Organizer for SUV - Car Organizer with Removable Cooler Bag, 66L Collapsible Multi Compartment 1680D Waterproof Sturdy Cargo Storage for Car Accessories Women Men", "asin": "B0DMVJ1V5D", "price": "$39.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Only 3 left in stock - order soon."}, {"title": "HOTOR Trunk Organizer for Car - Water-Resistant Car Organizer, Trunk Organizer for SUV, Multi-Compartment Car Organization, Car Accessories with Handles and Buckles, Beige, 22.44\"\u00d712.80\"\u00d710.83\"", "asin": "B0DK75HH2T", "price": "$19.99", "delivery": "FREE delivery Thu, May 1 for Prime members"}, {"title": "K KNODEL Extra Large Trunk Organizer With Cooler Bag, 3 Compartments Car Organizer, Heavy Duty SUV Trunk Organizer with 2 Adjustable Securing Straps (4-in-1, Black)", "asin": "B09Q5JZ7GJ", "price": "$31.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "CAT\u00ae FlexTrunk Car Trunk Organizer and Storage - Collapsible Dual-Compartment Convenient Heavy Duty, Fold Up for Easy Storage, Automotive Seat Cargo Storage for Groceries Tools - 23\"L x 14.5\"W x 13\"H", "asin": "B09Y9H13Q7", "price": "$25.50", "delivery": "$4.49 delivery Tue, May 13 Only 3 left in stock - order soon."}, {"title": "YSSOA Car Trunk Organizer, Foldable 2 Compartment 50L Storage Box with 5 Pocket & Reinforced Handle, 600D Waterproof Oxford Polyester, Non-Slip Bottom, for SUV/Truck, Black", "asin": "B0CR14F8R3", "price": "$8.73", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Collapsible Car Trunk Organizer with Reinforced Handles, Storage with 6 Pockets, Car Accessories for Women/Man (Medium, Black)", "asin": "B0CXHXCQDL", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 26"}, {"title": "Car Trunk Organizer, Foldable Storage Organizer with 3 Compartments, Large Capacity Storage Box for Auto, Portable Waterproof Bag for Cargo Trunk, Universal for SUV, Truck, Van", "asin": "B0CG9CXX4D", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-25T20:49:43.619Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-25T20:49:43.619Z\",\"action\": \"click_product\",\"acion_argument\": \"B07SLB88NF\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-25T20:49:43.619Z\",\"action\": \"click_product\",\"acion_argument\": \"B07SLB88NF\",}</answer>", "index": 1397, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:34.299Z\", \"action\": \"input\", \"action_argument\": \"cooler bag in cal\"}\n{\"timestamp\": \"2025-04-25T20:48:36.815Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:44.346Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:45.052Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:57.601Z\", \"action\": \"click_product\", \"action_argument\": \"B07SLB88NF\"}\n{\"timestamp\": \"2025-04-25T20:49:16.091Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:49:16.748Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"Car Trunk Organizer\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$68.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Car\\u00a0Trunk\\u00a0Organizer\\u00a0Car\\u00a0Storage\\u00a0Organizer\\u00a0Collapsible\\u00a0Multi\\u00a0Compartment\\u00a0Car\\u00a0Organizer\\u00a0Adjustable\\u00a0Straps\\u00a0for\\u00a0SUV(Beige)\", \"asin\": \"\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"UYYE Trunk Hanging Organizer, Backseat Bag, Car Interior Accessories with 4 Pockets & 2 Mesh Pouches for Groceries, Will Provide More Storage Trunk Space for SUV, Jeep, MPVs\", \"asin\": \"\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Lid,Collapsible and Adjustable\", \"asin\": \"\", \"price\": \"$54.99\", \"quantity\": \"\"},\n{\"title\": \"HEYTRIP Large Trunk Organizer With Built-in Leakproof Cooler Bag, 2 Tie-Down Straps, 4 Removable Dividers, Foldable Cover, Built with 2mm PE Board\", \"asin\": \"\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\", \"asin\": \"B07SLB88NF\", \"price\": \"$25.49\", \"quantity\": \"\"},\n{\"title\": \"Farasla Waterproof Trunk Organizer with Insulated Leakproof Cooler Bag, Foldable Cover, Adjustable Securing Straps (Black)\", \"asin\": \"B0838Y5XHY\", \"price\": \"$44.99\", \"quantity\": \"\"},\n{\"title\": \"HEYTRIP Large Trunk Organizer With Built-in Leakproof Cooler Bag, 2 Tie-Down Straps, 4 Removable Dividers, Foldable Cover, Built with 2mm PE Board\", \"asin\": \"B08DFLFTBQ\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black\", \"asin\": \"B07Y1X7HYN\", \"price\": \"$17.06\", \"quantity\": \"\"},\n{\"title\": \"Car\\u00a0Trunk\\u00a0Organizer\\u00a0Car\\u00a0Storage\\u00a0Organizer\\u00a0Collapsible\\u00a0Multi\\u00a0Compartment\\u00a0Car\\u00a0Organizer\\u00a0Adjustable\\u00a0Straps\\u00a0for\\u00a0SUV(Beige)\", \"asin\": \"B0BVZZYT3R\", \"price\": \"$24.98\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Trunk Organizer With Built-In Insulated Leak Proof Cooler Bag,Collapsible Cargo Organizer For Suv With Non Slip Bottom Strips,3 Large Compartments Foldable Waterproof Portable Car Storage Box\", \"asin\": \"B0BL7G4VK8\"}],\n\"search_results\": [{\"title\": \"Car\\u00a0Trunk\\u00a0Organizer\\u00a0Car\\u00a0Storage\\u00a0Organizer\\u00a0Collapsible\\u00a0Multi\\u00a0Compartment\\u00a0Car\\u00a0Organizer\\u00a0Adjustable\\u00a0Straps\\u00a0for\\u00a0SUV(Beige)\", \"asin\": \"B0BVZZYT3R\", \"price\": \"$24.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\\\"\\u00d712.6\\\"\\u00d710.6\\\"\", \"asin\": \"B0CM6KVCSX\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black\", \"asin\": \"B07Y1X7HYN\", \"price\": \"$17.06\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"FORTEM Car Trunk Organizer, Collapsible Multi Compartment SUV Organizer, Foldable Storage for Car Accessories for Women Men, 600D Oxford, Non Slip Bottom, Securing Straps, Soft Cover (50L)\", \"asin\": \"B01DIMTWCS\", \"price\": \"$27.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"MIKKUPPA Car Trunk Organizer - 65L Collapsible Trunk Organizer with Lid, Sturdy Car Storage for SUV Auto Truck Van with Adjustable Straps and Non Slip Bottom (Black)\", \"asin\": \"B0CBP47K1T\", \"price\": \"$25.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\", \"asin\": \"B07SLB88NF\", \"price\": \"$25.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"FORTEM Car Trunk Organizer, Collapsible Multi Compartment SUV Organizer, Foldable Storage for Car Accessories for Women Men, 600D Oxford, Non Slip Bottom, Securing Straps, Soft Cover (50L)\", \"asin\": \"B01DIMTWCS\", \"price\": \"$27.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Trunk Organizer for SUV - Car Organizer with Removable Cooler Bag, 66L Collapsible Multi Compartment 1680D Waterproof Sturdy Cargo Storage for Car Accessories Women Men\", \"asin\": \"B0DYDXYF3F\", \"price\": \"$32.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\\\"\\u00d712.6\\\"\\u00d710.6\\\"\", \"asin\": \"B0CM6KVCSX\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"GORILLA GRIP Patent Pending Large Capacity Trunk Organizer, Sturdy Water and Slip Resistant Collapsible Organization Container for Car, Sedan, SUV, Multi Compartment Box, Vehicle Accessories, Black\", \"asin\": \"B0C6NMWVPS\", \"price\": \"$34.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"UYYE Trunk Hanging Organizer, Backseat Bag, Car Interior Accessories with 4 Pockets & 2 Mesh Pouches for Groceries, Will Provide More Storage Trunk Space for SUV, Jeep, MPVs\", \"asin\": \"B093S533L9\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\", \"asin\": \"B07SLB88NF\", \"price\": \"$25.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"YoGi Prime Car Trunk Organizer - Hanging Cargo Storage Bag for SUVs, Vans, Cars \| Waterproof, 4 Pocket Backseat Storage Solution \| Easy Install, Durable & Versatile - Ideal Christmas Gift for Drivers\", \"asin\": \"B072SMS36V\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Apr 29 - May 2 for Prime members\"},\n{\"title\": \"HEYTRIP Large Trunk Organizer With Built-in Leakproof Cooler Bag, 2 Tie-Down Straps, 4 Removable Dividers, Foldable Cover, Built with 2mm PE Board\", \"asin\": \"B08DFLFTBQ\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Farasla Waterproof Trunk Organizer with Insulated Leakproof Cooler Bag, Foldable Cover, Adjustable Securing Straps (Black)\", \"asin\": \"B0838Y5XHY\", \"price\": \"$44.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Drive Auto Car Trunk Organizer - Collapsible, Multi-Compartment Automotive SUV Car Organizer for Storage w/Adjustable Straps - Truck & Car Accessories for Women and Men - Black\", \"asin\": \"B071F82CYJ\", \"price\": \"$13.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"HOTOR Trunk Organizer, Sturdy Foldable with Cooler for Car & SUV, 3 Compartments, Black, 30.90'12.60'10.63'\", \"asin\": \"B0D3WR3BD5\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Homeve Car Trunk Organizer, Car Storage, Reinforced Handles, Collapsible Multi-Compartment Car Organizers, Foldable and Waterproof, 600D Oxford Polyester, Suitable for Any Car, SUV, Mini-Van, Black\", \"asin\": \"B07Y1X7HYN\", \"price\": \"$17.06\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Femuar Car Trunk Organizer with Large Capacity Waterproof Collapsible Trunk Organizer for Car Suv/Jeep/Sedan (Black, Standard)\", \"asin\": \"B0D2H69Q7S\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"MIU COLOR Trunk Organizer for Car, Car Organizer, Sturdy Trunk Organizer for SUV, Non-Slip Bottom, Folded Storage Organizer for Sedans, Van, Jeep, Grocery, Large 3 Compartments, Black 32\\\"\\u00d713\\\"\\u00d710.6\\\"\", \"asin\": \"B07921RPFQ\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Lid,Collapsible and Adjustable\", \"asin\": \"B0BRSS22XG\", \"price\": \"$54.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Car Trunk Storage Organizer, Foldable Trunk Organizer with Cooler, Trunk Organizer for SUV, Shoes Storage, 95L, Black-X212\", \"asin\": \"B0DSP2DJVR\", \"price\": \"$52.99\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Trunk Organizer, Car Organizer, Foldable for SUV, Car, Includes 26L Ice Pack, Waterproof, 95L, Purple-M004\", \"asin\": \"B0DSP9YDLF\", \"price\": \"$52.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"HIRALIY 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Leakproof Insulated Bag for Car Truck SUV\", \"asin\": \"B09634BL8G\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Car Trunk Organizer and Storage with Lid & Removable Leakproof Cooler Bag, Car Accessories 6 Removable Dividers for Custom Space, Collapsible Large Trunk Organizers Interior for SUV Sendan with Cover\", \"asin\": \"B0CK21SJ38\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Car\\u00a0Trunk\\u00a0Organizer\\u00a0Car\\u00a0Storage\\u00a0Organizer\\u00a0Collapsible\\u00a0Multi\\u00a0Compartment\\u00a0Car\\u00a0Organizer\\u00a0Adjustable\\u00a0Straps\\u00a0for\\u00a0SUV(Beige)\", \"asin\": \"B0BVZZYT3R\", \"price\": \"$24.98\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"MIKKUPPA Car Trunk Organizer - 65L Collapsible Trunk Organizer with Lid, Sturdy Car Storage for SUV Auto Truck Van with Adjustable Straps and Non Slip Bottom (Black)\", \"asin\": \"B0CBP47K1T\", \"price\": \"$25.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"JiatuA Car Trunk Organizer, Car Organizers and Storage Collapsible Multi Compartment Container Box, Adjustable Car Accessories for SUV Sedan Truck, Standard Size, Beige\", \"asin\": \"B0CQMZ2H22\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"HOTOR Foldable Trunk Organizer - SUV, Sedan & Van Compatible, Sturdy Base Panel for Car Accessories, Black, 2 Compartments, 21.3\\\"12.6\\\"10.6\\\"\", \"asin\": \"B0D81QHWW1\", \"price\": \"$12.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"EPAuto Foldable Car Trunk Organizer, 3-Compartment with Removable Divider, Black\", \"asin\": \"B017RZ4YDE\", \"price\": \"$19.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Simniam Large Trunk Organizer for Car, Collapsible Multi Compartment Car Trunk Organizer with 2 Retractable Straps, Suitable for All Kinds of Cars, SUV, Minivan - 4 Compartments Red\", \"asin\": \"B085ZKC9MW\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Car Trunk Organizer and Storage with Lid & Removable Leakproof Cooler Bag, Car Accessories 6 Removable Dividers for Custom Space, Collapsible Large Trunk Organizers Interior for SUV Sendan with Cover\", \"asin\": \"B0CK21SJ38\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"SURDOCA Hanging Trunk Organizer for SUV, [UPGRADED 7 Times] Car Organizers and Storage, Car Accessories Interior, Space Saving Expert\", \"asin\": \"B0768938CP\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Trunk Organizer,115L Heavy Duty Collapsible Trunk Storage, with Insulated Leakproof Cooler Bag Vehicle Cargo Organizer with Lid, 3 Compartments, Straps For Car,Suv,Jeep,Sedan-Green\", \"asin\": \"B0CX4YR7KJ\", \"price\": \"$37.89\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"K KNODEL Car Trunk Organizer, Foldable Organizer for Car, Automotive Consoles & Organizers, Storage with Reinforced Handles (Small, Black)\", \"asin\": \"B0CR31THFH\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Oasser Car Trunk Organizer, Collapsible Waterproof Multi Compartments Car Storage Organizer with Foldable Cover Reflective Strip (Standard, Black)\", \"asin\": \"B0BLCBMQCS\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Sposuit Trunk Organizer for Car - 70L Collapsible Car Storage with 11 Pockets & Reinforced Handles, SUV Trunk Organizers for Grocery Cargo\", \"asin\": \"B09NLLGMB8\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Simple Deluxe Car Trunk Organizer, 2 Compartments Collapsible Trunk Storage, Anti-slip Design, Made of Waterproof 600D Oxford Polyester, Suitable for SUV, Minivan, Truck, Standard Size, Black\", \"asin\": \"B0CBBV3QPZ\", \"price\": \"$11.84\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)\", \"asin\": \"B01ECMRFTA\", \"price\": \"$39.89\", \"delivery\": \" Two-Day FREE delivery Sun, Apr 27\"},\n{\"title\": \"Collapsible Trunk Organizer for Car with Insulated Leak proof Cooler Bag, 3 Compartments SUV Cargo Organizer Removable Dividers, 5 in1 Car Storage Organizer with Foldable Lid,2 Tie-Down Straps(Black)\", \"asin\": \"B0969Y42W7\", \"price\": \"$42.49\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"K KNODEL Car Trunk Organizer with Lid, Collapsible Car Trunk Storage Organizer, Car Organizer and Storage for SUV, Truck, Sedan (2C, Black)\", \"asin\": \"B088NFSJVC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"JOJOY LUX Car Trunk Organizer with Multi Compartments - Automotive Collapsible Cargo Containers with 11 Pockets & Reinforced Handles, Vehicle Grocery Organizer Bin Caddy Bag for SUV Van Truck\", \"asin\": \"B0B38JKVC8\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"JiatuA Car Trunk Organizer for SUV, Car Storage Organizer Collapsible Multi Compartment Container Box, Adjustable Car Accessories for Women/Men, Black\", \"asin\": \"B0CTQF1TY2\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Simple Deluxe Trunk Organizer for Car/SUV/Truck, Collapsible 2 Compartment Automotive Storage Box, 600D Waterproof Oxford Polyester 50L Travel Accessories, Anti-slip & Leak-proof, Black\", \"asin\": \"B0D7H3DDHG\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"YSSOA Car Trunk Organizer, 2 Compartments Anti-slip 14\\\" D x 22\\\" W x 12\\\" H Collapsible Trunk Storage, 600D Oxford Polyester Car Storage, Suitable for SUV, Minivan, Truck, Black\", \"asin\": \"B0DJS2N9NP\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Femuar Car Trunk Organizer, Large Capacity Backseat Trunk Organizer (42\\\"*18\\\"), Collapsible Car Storage Bag with 8 Pockets, SUV/MPV/Truck - Black\", \"asin\": \"B0B7WRBYJ2\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Handy Laundry Fold-Away Car Trunk Organizer \\u2013 Non-Slip Securing Fasteners \\u2013 22 x 10 x 11 Inches \\u2013 Prevents Shifting and Rolling (Black)\", \"asin\": \"B011871YXA\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"AUCELI Car Trunk Organizer, Backseat Hanging Large Storage with Adjustable Straps, Waterproof Collapsible Cargo Bag with 4 Pockets, Sturdy Space Saver Frees Trunk Floor for SUV, Truck, MPV\", \"asin\": \"B0BXL4ZHZV\", \"price\": \"$13.87\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Car Trunk Organizer with Lid - Heavy-Duty Extra Large Premium Black Oxford Cargo Storage, Adjustable & Collapsible for SUV, Van, Truck, Sedan, Jeep\", \"asin\": \"B0B7667NM1\", \"price\": \"$57.49\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"UYYE Trunk Hanging Organizer, Backseat Bag, Car Interior Accessories with 4 Pockets & 2 Mesh Pouches for Groceries, Will Provide More Storage Trunk Space for SUV, Jeep, MPVs\", \"asin\": \"B093S533L9\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Honey-Can-Do SFT-01166 Soft Storage Chest, Black Folding Car Trunk Organizer\", \"asin\": \"B004ZVN78C\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"HIRALIY 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Leakproof Insulated Bag for Car Truck SUV\", \"asin\": \"B09634BL8G\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Simple Deluxe Car Trunk Organizer, 2 Compartments Anti-slip Design Collapsible Trunk Storage, Made of Waterproof 600D Oxford Polyester, Suitable for SUV, Minivan, Truck, Black\", \"asin\": \"B0DJS3T7S2\", \"price\": \"$10.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Lid,Collapsible and Adjustable\", \"asin\": \"B0BRSS22XG\", \"price\": \"$54.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Car Trunk Organizer and Storage, Backseat Hanging Organizer for SUV, Truck, MPV, Waterproof, Collapsible Cargo Storage Bag with 4 Pockets, Car Interior Accessories for Men and Women (Black)\", \"asin\": \"B097ZD74BS\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"UYYE Auto Trunk Organizer,Compartments Collapsible Durable for Cargo Storage, Interior Accessories with Adjustable Securing Straps and Non-Slip Bottom for Car\", \"asin\": \"B08T1V2NJJ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Trunk Organizer for SUV - Car Organizer with Removable Cooler Bag, 66L Collapsible Multi Compartment 1680D Waterproof Sturdy Cargo Storage for Car Accessories Women Men\", \"asin\": \"B0DMVJ1V5D\", \"price\": \"$39.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Only 3 left in stock - order soon.\"},\n{\"title\": \"HOTOR Trunk Organizer for Car - Water-Resistant Car Organizer, Trunk Organizer for SUV, Multi-Compartment Car Organization, Car Accessories with Handles and Buckles, Beige, 22.44\\\"\\u00d712.80\\\"\\u00d710.83\\\"\", \"asin\": \"B0DK75HH2T\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, May 1 for Prime members\"},\n{\"title\": \"K KNODEL Extra Large Trunk Organizer With Cooler Bag, 3 Compartments Car Organizer, Heavy Duty SUV Trunk Organizer with 2 Adjustable Securing Straps (4-in-1, Black)\", \"asin\": \"B09Q5JZ7GJ\", \"price\": \"$31.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"CAT\\u00ae FlexTrunk Car Trunk Organizer and Storage - Collapsible Dual-Compartment Convenient Heavy Duty, Fold Up for Easy Storage, Automotive Seat Cargo Storage for Groceries Tools - 23\\\"L x 14.5\\\"W x 13\\\"H\", \"asin\": \"B09Y9H13Q7\", \"price\": \"$25.50\", \"delivery\": \"$4.49 delivery Tue, May 13 Only 3 left in stock - order soon.\"},\n{\"title\": \"YSSOA Car Trunk Organizer, Foldable 2 Compartment 50L Storage Box with 5 Pocket & Reinforced Handle, 600D Waterproof Oxford Polyester, Non-Slip Bottom, for SUV/Truck, Black\", \"asin\": \"B0CR14F8R3\", \"price\": \"$8.73\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Collapsible Car Trunk Organizer with Reinforced Handles, Storage with 6 Pockets, Car Accessories for Women/Man (Medium, Black)\", \"asin\": \"B0CXHXCQDL\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26\"},\n{\"title\": \"Car Trunk Organizer, Foldable Storage Organizer with 3 Compartments, Large Capacity Storage Box for Auto, Portable Waterproof Bag for Cargo Trunk, Universal for SUV, Truck, Van\", \"asin\": \"B0CG9CXX4D\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 26 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:49:43.619Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:34.299Z\", \"action\": \"input\", \"action_argument\": \"cooler bag in cal\"}\n{\"timestamp\": \"2025-04-25T20:48:36.815Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:44.346Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:45.052Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:57.601Z\", \"action\": \"click_product\", \"action_argument\": \"B07SLB88NF\"}\n{\"timestamp\": \"2025-04-25T20:49:16.091Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:49:16.748Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:49:43.619Z\", \"action\": \"click_product\", \"action_argument\": \"B07SLB88NF\"}\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\"search_term\": [{\"term\": \"Car Trunk Organizer\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$68.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B07SLB88NF\"},\n{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\"},\n{\"price\": \"$25.49\"},\n{\"bullet_list\": \"PREMIUM CAR TRUNK ORGANIZER WITH COOLER BAG: The K KNODEL Trunk Organizer is best for all kinds of vehicles. It is great for carrying and organizing tools, groceries, emergency equipment, toys, foods, sporting goods and so on. With premium foldable cooler section, you can keep your drinks and foods COOL or WARM. Moreover, its reflective stripe makes it more secure when you are carrying it at night. SUPERIOR DURABILITY AND WATERPROOF: Our Trunk Organizer is made of high-quality 1680D Oxford Polyester material, which can withstand the weight of heavy items, and will last you through years of repeated use. Its dividers are made of 3mm card-board that is more firm and sturdy. Therefore, it is unlikely to bend or collapse when weight is added. In addition, the cooler bag is made of waterproof material, you can even put ice inside. SMART DESIGN: Our product features sturdy walls, 3 base plates and 1 removable divider. With 3 divided sections, you can use one or expand it to use both or even 3 compartments, depending on your preference. The removable divider helps you organize differently sized items, and the 6 mesh pockets are designed to store smaller items. In order to enhance your organization efforts, we also designed a side pocket for you for quick access. EASY TO USE INSTALL AND CLEAN: It is really easy to install and collapse this cargo storage bag. If you are no longer using it, you can fully fold it and it will occupy less space. Don\\u2019t forget to take it with you when you are going shopping or to the supermarket. It is helpful and eco-friendly. If you want to clean it, just wipe its surface with a wet cloth. FRIENDLY CUSTOMER SERVICE: We are dedicated to providing our customers with well-made products and exquisite packaging and super service. A good choice for your family, friends, classmates and yourself.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Black\"}],\n\"promotion_items\": [{\"title\": \"TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)\", \"asin\": \"B01ECMRFTA\", \"price\": \"$39.89\", \"quantity\": \"\"},\n{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer With Built-In Insulated Leak Proof Cooler Bag,Collapsible Cargo Org...\", \"asin\": \"B0BL7G4VK8\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Car Trunk Organizer and Storage with Lid & Removable Leakproof Cooler Bag, Car Acce...\", \"asin\": \"B0CK21SJ38\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Foldable Trunk Organizer for Car Storage - Collapsible Auto Trunk Organizer With Li...\", \"asin\": \"B09PLHYVMH\", \"price\": \"$106.55\", \"quantity\": \"\"},\n{\"title\": \"K KNODEL Car Trunk Organizer with Lid, Collapsible Car Trunk Storage Organizer, Car Organizer and Storage for SUV, Truck, Sedan (2C, Black)\", \"asin\": \"B088NFSJVC\", \"price\": \"$21.99\", \"quantity\": \"\"},\n{\"title\": \"K KNODEL Car Trunk Organizer, Foldable Cover, Heavy Duty Collapsible Trunk Storage Organizer, Car Cargo Trunk Organizer with Lid, 3 Compartments, with Straps (Black)\", \"asin\": \"B081J47DQV\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)\", \"asin\": \"B088D49F5R\", \"price\": \"$39.98\", \"quantity\": \"\"},\n{\"title\": \"Owleys Foldable Trunk Organizer for Car Storage - Collapsible Auto Trunk Organizer With Lid - Trunk Organization (21.6 inch, Hexy)\", \"asin\": \"B09PLHYVMH\", \"price\": \"$106.55\", \"quantity\": \"\"},\n{\"title\": \"MARKSIGN Deluxe Trunk and Backseat Organizer for Medium or large size SUVs & RVs, Detachable Storage Modules with Built-in Cooler, Patent Pending\", \"asin\": \"B07WNV2PRJ\", \"price\": \"$45.99\", \"quantity\": \"\"},\n{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Cooler Bag for Car Truck SUV-Gray\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)\", \"asin\": \"B01ECMRFTA\", \"price\": \"$39.89\", \"quantity\": \"\"},\n{\"title\": \"Fyzeoty Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Lid,Collapsible and Adjustable\", \"asin\": \"B0BRSS22XG\", \"price\": \"$54.99\", \"quantity\": \"\"},\n{\"title\": \"Large Trunk Organizer for Car, SUV, Truck with Removable Cooler Bag-Collapsible Mul...\", \"asin\": \"B0F1FFZ4LS\", \"price\": \"$49.49\", \"quantity\": \"\"},\n{\"title\": \"TRUNKCRATEPRO - XL Trunk Organizer For SUV, Car, Truck with 6 Compartments Adjustable Collapsible Portable Non-Skid Premium Cargo Storage Truck Organizer W Straps, Heavy Loads (Extra Large, Gray)\", \"asin\": \"B08WRWC68D\", \"price\": \"$59.89\", \"quantity\": \"\"},\n{\"title\": \"Simniam Car Trunk Organizer with Insulated Grocery Bag- 110L High Capacity Car Storage Box, with 4 Compartments, Reflective Strip, Cover, for Auto, SUV, Truck, Minivan\", \"asin\": \"B085ZSYQB8\", \"price\": \"$44.99\", \"quantity\": \"\"},\n{\"title\": \"K KNODEL Car Trunk Organizer with Lid, Collapsible Car Trunk Storage Organizer, Car Organizer and Storage for SUV, Truck, Sedan (2C, Black)\", \"asin\": \"B088NFSJVC\", \"price\": \"$21.99\", \"quantity\": \"\"},\n{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)\", \"asin\": \"B088D49F5R\", \"price\": \"$39.98\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\", \"asin\": \"B07SLB88NF\", \"price\": \"$25.49\"},\n{\"title\": \"LIBZAKI Car Trunk Organizer,3 Compartments Big Trunk Storage, Large Capacity, Foldable, 95L Heavy Duty Storage Box for Car, SUV, Truck,Jeep, Includes 26L Cooler Bag-Black\", \"asin\": \"B0D97XJFJ8\", \"price\": \"$39.99\"},\n{\"title\": \"Car Trunk Organizer,115L Heavy Duty Collapsible Trunk Storage, with Insulated Leakproof Cooler Bag Vehicle Cargo Organizer with Lid, 3 Compartments, Straps For Car,Suv,Jeep,Sedan-Black\", \"asin\": \"B0BS6NWSRZ\", \"price\": \"$35.99\"},\n{\"title\": \"HOTOR Trunk Organizer, Sturdy Foldable with Cooler for Car & SUV, 3 Compartments, Black, 30.90'12.60'10.63'\", \"asin\": \"B0D3WR3BD5\", \"price\": \"$23.99\"},\n{\"title\": \"AOPHY Car Trunk Organizer, 115L Storage Organizer with Insulated Leakproof Cooler Bag, 4 in 1 Waterproof Portable Cargo Organizer with Cover, 3 Large Compartments, Trunk Organizer for Car, SUV, Truck\", \"asin\": \"B0BVDJX1LN\", \"price\": \"$35.99\"},\n{\"title\": \"HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\\\"\\u00d712.6\\\"\\u00d710.6\\\"\", \"asin\": \"B0CM6KVCSX\", \"price\": \"$12.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:50:04.390Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-25T20:50:04.390Z	click	review	rule	train	1,398	2025-04-25T20:50:04.390Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} {"timestamp": "2025-04-23T00:10:42.396Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-23T00:12:23.996Z", "action": "input", "action_argument": "laptop sleeve 14 inch"} {"timestamp": "2025-04-23T00:12:24.204Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-23T00:14:58.140Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-23T00:17:50.468Z", "action": "input", "action_argument": "baggu laptop sleeve 14 inch"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-25T20:48:11.683Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:11.897Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:27.359Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:34.299Z", "action": "input", "action_argument": "cooler bag in cal"} {"timestamp": "2025-04-25T20:48:36.815Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:44.346Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:45.052Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:57.601Z", "action": "click_product", "action_argument": "B07SLB88NF"} {"timestamp": "2025-04-25T20:49:16.091Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:49:16.748Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:49:43.619Z", "action": "click_product", "action_argument": "B07SLB88NF"} <\|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": "Car Trunk Organizer"}], "cart_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$17.99", "quantity": "1"}, {"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)", "asin": "B0CJVDKJYD", "price": "$36.99", "quantity": "1"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "quantity": "1"}, {"title": "medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea", "asin": "B0DGTMR754", "price": "$19.00", "quantity": "1"}, {"title": "CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces", "asin": "B0C63HWV6Z", "price": "$68.00", "quantity": "1"}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "product_details": [{"asin": "B07SLB88NF"}, {"title": "K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)"}, {"price": "$25.49"}, {"bullet_list": "PREMIUM CAR TRUNK ORGANIZER WITH COOLER BAG: The K KNODEL Trunk Organizer is best for all kinds of vehicles. It is great for carrying and organizing tools, groceries, emergency equipment, toys, foods, sporting goods and so on. With premium foldable cooler section, you can keep your drinks and foods COOL or WARM. Moreover, its reflective stripe makes it more secure when you are carrying it at night. SUPERIOR DURABILITY AND WATERPROOF: Our Trunk Organizer is made of high-quality 1680D Oxford Polyester material, which can withstand the weight of heavy items, and will last you through years of repeated use. Its dividers are made of 3mm card-board that is more firm and sturdy. Therefore, it is unlikely to bend or collapse when weight is added. In addition, the cooler bag is made of waterproof material, you can even put ice inside. SMART DESIGN: Our product features sturdy walls, 3 base plates and 1 removable divider. With 3 divided sections, you can use one or expand it to use both or even 3 compartments, depending on your preference. The removable divider helps you organize differently sized items, and the 6 mesh pockets are designed to store smaller items. In order to enhance your organization efforts, we also designed a side pocket for you for quick access. EASY TO USE INSTALL AND CLEAN: It is really easy to install and collapse this cargo storage bag. If you are no longer using it, you can fully fold it and it will occupy less space. Don\u2019t forget to take it with you when you are going shopping or to the supermarket. It is helpful and eco-friendly. If you want to clean it, just wipe its surface with a wet cloth. FRIENDLY CUSTOMER SERVICE: We are dedicated to providing our customers with well-made products and exquisite packaging and super service. A good choice for your family, friends, classmates and yourself."}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Black"}], "promotion_items": [{"title": "TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)", "asin": "B01ECMRFTA", "price": "$39.89", "quantity": ""}, {"title": "LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...", "asin": "B0D4TJ5D32", "price": "$52.99", "quantity": ""}, {"title": "Trunk Organizer With Built-In Insulated Leak Proof Cooler Bag,Collapsible Cargo Org...", "asin": "B0BL7G4VK8", "price": "$35.99", "quantity": ""}, {"title": "Car Trunk Organizer and Storage with Lid & Removable Leakproof Cooler Bag, Car Acce...", "asin": "B0CK21SJ38", "price": "$49.99", "quantity": ""}, {"title": "Foldable Trunk Organizer for Car Storage - Collapsible Auto Trunk Organizer With Li...", "asin": "B09PLHYVMH", "price": "$106.55", "quantity": ""}, {"title": "K KNODEL Car Trunk Organizer with Lid, Collapsible Car Trunk Storage Organizer, Car Organizer and Storage for SUV, Truck, Sedan (2C, Black)", "asin": "B088NFSJVC", "price": "$21.99", "quantity": ""}, {"title": "K KNODEL Car Trunk Organizer, Foldable Cover, Heavy Duty Collapsible Trunk Storage Organizer, Car Cargo Trunk Organizer with Lid, 3 Compartments, with Straps (Black)", "asin": "B081J47DQV", "price": "$29.99", "quantity": ""}, {"title": "Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black", "asin": "B0BZ6ZN854", "price": "$11.59", "quantity": ""}, {"title": "Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)", "asin": "B088D49F5R", "price": "$39.98", "quantity": ""}, {"title": "Owleys Foldable Trunk Organizer for Car Storage - Collapsible Auto Trunk Organizer With Lid - Trunk Organization (21.6 inch, Hexy)", "asin": "B09PLHYVMH", "price": "$106.55", "quantity": ""}, {"title": "MARKSIGN Deluxe Trunk and Backseat Organizer for Medium or large size SUVs & RVs, Detachable Storage Modules with Built-in Cooler, Patent Pending", "asin": "B07WNV2PRJ", "price": "$45.99", "quantity": ""}, {"title": "LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Cooler Bag for Car Truck SUV-Gray", "asin": "B0D4TJ5D32", "price": "$52.99", "quantity": ""}, {"title": "TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)", "asin": "B01ECMRFTA", "price": "$39.89", "quantity": ""}, {"title": "Fyzeoty Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Lid,Collapsible and Adjustable", "asin": "B0BRSS22XG", "price": "$54.99", "quantity": ""}, {"title": "Large Trunk Organizer for Car, SUV, Truck with Removable Cooler Bag-Collapsible Mul...", "asin": "B0F1FFZ4LS", "price": "$49.49", "quantity": ""}, {"title": "TRUNKCRATEPRO - XL Trunk Organizer For SUV, Car, Truck with 6 Compartments Adjustable Collapsible Portable Non-Skid Premium Cargo Storage Truck Organizer W Straps, Heavy Loads (Extra Large, Gray)", "asin": "B08WRWC68D", "price": "$59.89", "quantity": ""}, {"title": "Simniam Car Trunk Organizer with Insulated Grocery Bag- 110L High Capacity Car Storage Box, with 4 Compartments, Reflective Strip, Cover, for Auto, SUV, Truck, Minivan", "asin": "B085ZSYQB8", "price": "$44.99", "quantity": ""}, {"title": "K KNODEL Car Trunk Organizer with Lid, Collapsible Car Trunk Storage Organizer, Car Organizer and Storage for SUV, Truck, Sedan (2C, Black)", "asin": "B088NFSJVC", "price": "$21.99", "quantity": ""}, {"title": "LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...", "asin": "B0D4TJ5D32", "price": "$52.99", "quantity": ""}, {"title": "Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)", "asin": "B088D49F5R", "price": "$39.98", "quantity": ""}, {"title": "Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black", "asin": "B0BZ6ZN854", "price": "$11.59", "quantity": ""}], "comparison_items": [{"title": "K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)", "asin": "B07SLB88NF", "price": "$25.49"}, {"title": "LIBZAKI Car Trunk Organizer,3 Compartments Big Trunk Storage, Large Capacity, Foldable, 95L Heavy Duty Storage Box for Car, SUV, Truck,Jeep, Includes 26L Cooler Bag-Black", "asin": "B0D97XJFJ8", "price": "$39.99"}, {"title": "Car Trunk Organizer,115L Heavy Duty Collapsible Trunk Storage, with Insulated Leakproof Cooler Bag Vehicle Cargo Organizer with Lid, 3 Compartments, Straps For Car,Suv,Jeep,Sedan-Black", "asin": "B0BS6NWSRZ", "price": "$35.99"}, {"title": "HOTOR Trunk Organizer, Sturdy Foldable with Cooler for Car & SUV, 3 Compartments, Black, 30.90'12.60'10.63'", "asin": "B0D3WR3BD5", "price": "$23.99"}, {"title": "AOPHY Car Trunk Organizer, 115L Storage Organizer with Insulated Leakproof Cooler Bag, 4 in 1 Waterproof Portable Cargo Organizer with Cover, 3 Large Compartments, Trunk Organizer for Car, SUV, Truck", "asin": "B0BVDJX1LN", "price": "$35.99"}, {"title": "HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\"\u00d712.6\"\u00d710.6\"", "asin": "B0CM6KVCSX", "price": "$12.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-25T20:50:04.390Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-25T20:50:04.390Z\",\"action\": \"click\",\"acion_argument\": \"review\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-25T20:50:04.390Z\",\"action\": \"click\",\"acion_argument\": \"review\",}</answer>", "index": 1398, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:34.299Z\", \"action\": \"input\", \"action_argument\": \"cooler bag in cal\"}\n{\"timestamp\": \"2025-04-25T20:48:36.815Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:44.346Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:45.052Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:57.601Z\", \"action\": \"click_product\", \"action_argument\": \"B07SLB88NF\"}\n{\"timestamp\": \"2025-04-25T20:49:16.091Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:49:16.748Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:49:43.619Z\", \"action\": \"click_product\", \"action_argument\": \"B07SLB88NF\"}\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\"search_term\": [{\"term\": \"Car Trunk Organizer\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$68.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B07SLB88NF\"},\n{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\"},\n{\"price\": \"$25.49\"},\n{\"bullet_list\": \"PREMIUM CAR TRUNK ORGANIZER WITH COOLER BAG: The K KNODEL Trunk Organizer is best for all kinds of vehicles. It is great for carrying and organizing tools, groceries, emergency equipment, toys, foods, sporting goods and so on. With premium foldable cooler section, you can keep your drinks and foods COOL or WARM. Moreover, its reflective stripe makes it more secure when you are carrying it at night. SUPERIOR DURABILITY AND WATERPROOF: Our Trunk Organizer is made of high-quality 1680D Oxford Polyester material, which can withstand the weight of heavy items, and will last you through years of repeated use. Its dividers are made of 3mm card-board that is more firm and sturdy. Therefore, it is unlikely to bend or collapse when weight is added. In addition, the cooler bag is made of waterproof material, you can even put ice inside. SMART DESIGN: Our product features sturdy walls, 3 base plates and 1 removable divider. With 3 divided sections, you can use one or expand it to use both or even 3 compartments, depending on your preference. The removable divider helps you organize differently sized items, and the 6 mesh pockets are designed to store smaller items. In order to enhance your organization efforts, we also designed a side pocket for you for quick access. EASY TO USE INSTALL AND CLEAN: It is really easy to install and collapse this cargo storage bag. If you are no longer using it, you can fully fold it and it will occupy less space. Don\\u2019t forget to take it with you when you are going shopping or to the supermarket. It is helpful and eco-friendly. If you want to clean it, just wipe its surface with a wet cloth. FRIENDLY CUSTOMER SERVICE: We are dedicated to providing our customers with well-made products and exquisite packaging and super service. A good choice for your family, friends, classmates and yourself.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Black\"}],\n\"promotion_items\": [{\"title\": \"TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)\", \"asin\": \"B01ECMRFTA\", \"price\": \"$39.89\", \"quantity\": \"\"},\n{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer With Built-In Insulated Leak Proof Cooler Bag,Collapsible Cargo Org...\", \"asin\": \"B0BL7G4VK8\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Car Trunk Organizer and Storage with Lid & Removable Leakproof Cooler Bag, Car Acce...\", \"asin\": \"B0CK21SJ38\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Foldable Trunk Organizer for Car Storage - Collapsible Auto Trunk Organizer With Li...\", \"asin\": \"B09PLHYVMH\", \"price\": \"$106.55\", \"quantity\": \"\"},\n{\"title\": \"K KNODEL Car Trunk Organizer with Lid, Collapsible Car Trunk Storage Organizer, Car Organizer and Storage for SUV, Truck, Sedan (2C, Black)\", \"asin\": \"B088NFSJVC\", \"price\": \"$21.99\", \"quantity\": \"\"},\n{\"title\": \"K KNODEL Car Trunk Organizer, Foldable Cover, Heavy Duty Collapsible Trunk Storage Organizer, Car Cargo Trunk Organizer with Lid, 3 Compartments, with Straps (Black)\", \"asin\": \"B081J47DQV\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)\", \"asin\": \"B088D49F5R\", \"price\": \"$39.98\", \"quantity\": \"\"},\n{\"title\": \"Owleys Foldable Trunk Organizer for Car Storage - Collapsible Auto Trunk Organizer With Lid - Trunk Organization (21.6 inch, Hexy)\", \"asin\": \"B09PLHYVMH\", \"price\": \"$106.55\", \"quantity\": \"\"},\n{\"title\": \"MARKSIGN Deluxe Trunk and Backseat Organizer for Medium or large size SUVs & RVs, Detachable Storage Modules with Built-in Cooler, Patent Pending\", \"asin\": \"B07WNV2PRJ\", \"price\": \"$45.99\", \"quantity\": \"\"},\n{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Cooler Bag for Car Truck SUV-Gray\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)\", \"asin\": \"B01ECMRFTA\", \"price\": \"$39.89\", \"quantity\": \"\"},\n{\"title\": \"Fyzeoty Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Lid,Collapsible and Adjustable\", \"asin\": \"B0BRSS22XG\", \"price\": \"$54.99\", \"quantity\": \"\"},\n{\"title\": \"Large Trunk Organizer for Car, SUV, Truck with Removable Cooler Bag-Collapsible Mul...\", \"asin\": \"B0F1FFZ4LS\", \"price\": \"$49.49\", \"quantity\": \"\"},\n{\"title\": \"TRUNKCRATEPRO - XL Trunk Organizer For SUV, Car, Truck with 6 Compartments Adjustable Collapsible Portable Non-Skid Premium Cargo Storage Truck Organizer W Straps, Heavy Loads (Extra Large, Gray)\", \"asin\": \"B08WRWC68D\", \"price\": \"$59.89\", \"quantity\": \"\"},\n{\"title\": \"Simniam Car Trunk Organizer with Insulated Grocery Bag- 110L High Capacity Car Storage Box, with 4 Compartments, Reflective Strip, Cover, for Auto, SUV, Truck, Minivan\", \"asin\": \"B085ZSYQB8\", \"price\": \"$44.99\", \"quantity\": \"\"},\n{\"title\": \"K KNODEL Car Trunk Organizer with Lid, Collapsible Car Trunk Storage Organizer, Car Organizer and Storage for SUV, Truck, Sedan (2C, Black)\", \"asin\": \"B088NFSJVC\", \"price\": \"$21.99\", \"quantity\": \"\"},\n{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)\", \"asin\": \"B088D49F5R\", \"price\": \"$39.98\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\", \"asin\": \"B07SLB88NF\", \"price\": \"$25.49\"},\n{\"title\": \"LIBZAKI Car Trunk Organizer,3 Compartments Big Trunk Storage, Large Capacity, Foldable, 95L Heavy Duty Storage Box for Car, SUV, Truck,Jeep, Includes 26L Cooler Bag-Black\", \"asin\": \"B0D97XJFJ8\", \"price\": \"$39.99\"},\n{\"title\": \"Car Trunk Organizer,115L Heavy Duty Collapsible Trunk Storage, with Insulated Leakproof Cooler Bag Vehicle Cargo Organizer with Lid, 3 Compartments, Straps For Car,Suv,Jeep,Sedan-Black\", \"asin\": \"B0BS6NWSRZ\", \"price\": \"$35.99\"},\n{\"title\": \"HOTOR Trunk Organizer, Sturdy Foldable with Cooler for Car & SUV, 3 Compartments, Black, 30.90'12.60'10.63'\", \"asin\": \"B0D3WR3BD5\", \"price\": \"$23.99\"},\n{\"title\": \"AOPHY Car Trunk Organizer, 115L Storage Organizer with Insulated Leakproof Cooler Bag, 4 in 1 Waterproof Portable Cargo Organizer with Cover, 3 Large Compartments, Trunk Organizer for Car, SUV, Truck\", \"asin\": \"B0BVDJX1LN\", \"price\": \"$35.99\"},\n{\"title\": \"HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\\\"\\u00d712.6\\\"\\u00d710.6\\\"\", \"asin\": \"B0CM6KVCSX\", \"price\": \"$12.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:50:04.390Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:34.299Z\", \"action\": \"input\", \"action_argument\": \"cooler bag in cal\"}\n{\"timestamp\": \"2025-04-25T20:48:36.815Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:44.346Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:45.052Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:57.601Z\", \"action\": \"click_product\", \"action_argument\": \"B07SLB88NF\"}\n{\"timestamp\": \"2025-04-25T20:49:16.091Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:49:16.748Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:49:43.619Z\", \"action\": \"click_product\", \"action_argument\": \"B07SLB88NF\"}\n{\"timestamp\": \"2025-04-25T20:50:04.390Z\", \"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\"search_term\": [{\"term\": \"Car Trunk Organizer\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$68.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B07SLB88NF\"},\n{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\"},\n{\"price\": \"$25.49\"},\n{\"bullet_list\": \"PREMIUM CAR TRUNK ORGANIZER WITH COOLER BAG: The K KNODEL Trunk Organizer is best for all kinds of vehicles. It is great for carrying and organizing tools, groceries, emergency equipment, toys, foods, sporting goods and so on. With premium foldable cooler section, you can keep your drinks and foods COOL or WARM. Moreover, its reflective stripe makes it more secure when you are carrying it at night. SUPERIOR DURABILITY AND WATERPROOF: Our Trunk Organizer is made of high-quality 1680D Oxford Polyester material, which can withstand the weight of heavy items, and will last you through years of repeated use. Its dividers are made of 3mm card-board that is more firm and sturdy. Therefore, it is unlikely to bend or collapse when weight is added. In addition, the cooler bag is made of waterproof material, you can even put ice inside. SMART DESIGN: Our product features sturdy walls, 3 base plates and 1 removable divider. With 3 divided sections, you can use one or expand it to use both or even 3 compartments, depending on your preference. The removable divider helps you organize differently sized items, and the 6 mesh pockets are designed to store smaller items. In order to enhance your organization efforts, we also designed a side pocket for you for quick access. EASY TO USE INSTALL AND CLEAN: It is really easy to install and collapse this cargo storage bag. If you are no longer using it, you can fully fold it and it will occupy less space. Don\\u2019t forget to take it with you when you are going shopping or to the supermarket. It is helpful and eco-friendly. If you want to clean it, just wipe its surface with a wet cloth. FRIENDLY CUSTOMER SERVICE: We are dedicated to providing our customers with well-made products and exquisite packaging and super service. A good choice for your family, friends, classmates and yourself.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Black\"}],\n\"promotion_items\": [{\"title\": \"TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)\", \"asin\": \"B01ECMRFTA\", \"price\": \"$39.89\", \"quantity\": \"\"},\n{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer With Built-In Insulated Leak Proof Cooler Bag,Collapsible Cargo Org...\", \"asin\": \"B0BL7G4VK8\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Car Trunk Organizer and Storage with Lid & Removable Leakproof Cooler Bag, Car Acce...\", \"asin\": \"B0CK21SJ38\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Foldable Trunk Organizer for Car Storage - Collapsible Auto Trunk Organizer With Li...\", \"asin\": \"B09PLHYVMH\", \"price\": \"$106.55\", \"quantity\": \"\"},\n{\"title\": \"K KNODEL Car Trunk Organizer with Lid, Collapsible Car Trunk Storage Organizer, Car Organizer and Storage for SUV, Truck, Sedan (2C, Black)\", \"asin\": \"B088NFSJVC\", \"price\": \"$21.99\", \"quantity\": \"\"},\n{\"title\": \"K KNODEL Car Trunk Organizer, Foldable Cover, Heavy Duty Collapsible Trunk Storage Organizer, Car Cargo Trunk Organizer with Lid, 3 Compartments, with Straps (Black)\", \"asin\": \"B081J47DQV\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)\", \"asin\": \"B088D49F5R\", \"price\": \"$39.98\", \"quantity\": \"\"},\n{\"title\": \"Owleys Foldable Trunk Organizer for Car Storage - Collapsible Auto Trunk Organizer With Lid - Trunk Organization (21.6 inch, Hexy)\", \"asin\": \"B09PLHYVMH\", \"price\": \"$106.55\", \"quantity\": \"\"},\n{\"title\": \"MARKSIGN Deluxe Trunk and Backseat Organizer for Medium or large size SUVs & RVs, Detachable Storage Modules with Built-in Cooler, Patent Pending\", \"asin\": \"B07WNV2PRJ\", \"price\": \"$45.99\", \"quantity\": \"\"},\n{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Cooler Bag for Car Truck SUV-Gray\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)\", \"asin\": \"B01ECMRFTA\", \"price\": \"$39.89\", \"quantity\": \"\"},\n{\"title\": \"Fyzeoty Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Lid,Collapsible and Adjustable\", \"asin\": \"B0BRSS22XG\", \"price\": \"$54.99\", \"quantity\": \"\"},\n{\"title\": \"Large Trunk Organizer for Car, SUV, Truck with Removable Cooler Bag-Collapsible Mul...\", \"asin\": \"B0F1FFZ4LS\", \"price\": \"$49.49\", \"quantity\": \"\"},\n{\"title\": \"TRUNKCRATEPRO - XL Trunk Organizer For SUV, Car, Truck with 6 Compartments Adjustable Collapsible Portable Non-Skid Premium Cargo Storage Truck Organizer W Straps, Heavy Loads (Extra Large, Gray)\", \"asin\": \"B08WRWC68D\", \"price\": \"$59.89\", \"quantity\": \"\"},\n{\"title\": \"Simniam Car Trunk Organizer with Insulated Grocery Bag- 110L High Capacity Car Storage Box, with 4 Compartments, Reflective Strip, Cover, for Auto, SUV, Truck, Minivan\", \"asin\": \"B085ZSYQB8\", \"price\": \"$44.99\", \"quantity\": \"\"},\n{\"title\": \"K KNODEL Car Trunk Organizer with Lid, Collapsible Car Trunk Storage Organizer, Car Organizer and Storage for SUV, Truck, Sedan (2C, Black)\", \"asin\": \"B088NFSJVC\", \"price\": \"$21.99\", \"quantity\": \"\"},\n{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)\", \"asin\": \"B088D49F5R\", \"price\": \"$39.98\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\", \"asin\": \"B07SLB88NF\", \"price\": \"$25.49\"},\n{\"title\": \"LIBZAKI Car Trunk Organizer,3 Compartments Big Trunk Storage, Large Capacity, Foldable, 95L Heavy Duty Storage Box for Car, SUV, Truck,Jeep, Includes 26L Cooler Bag-Black\", \"asin\": \"B0D97XJFJ8\", \"price\": \"$39.99\"},\n{\"title\": \"Car Trunk Organizer,115L Heavy Duty Collapsible Trunk Storage, with Insulated Leakproof Cooler Bag Vehicle Cargo Organizer with Lid, 3 Compartments, Straps For Car,Suv,Jeep,Sedan-Black\", \"asin\": \"B0BS6NWSRZ\", \"price\": \"$35.99\"},\n{\"title\": \"HOTOR Trunk Organizer, Sturdy Foldable with Cooler for Car & SUV, 3 Compartments, Black, 30.90'12.60'10.63'\", \"asin\": \"B0D3WR3BD5\", \"price\": \"$23.99\"},\n{\"title\": \"AOPHY Car Trunk Organizer, 115L Storage Organizer with Insulated Leakproof Cooler Bag, 4 in 1 Waterproof Portable Cargo Organizer with Cover, 3 Large Compartments, Trunk Organizer for Car, SUV, Truck\", \"asin\": \"B0BVDJX1LN\", \"price\": \"$35.99\"},\n{\"title\": \"HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\\\"\\u00d712.6\\\"\\u00d710.6\\\"\", \"asin\": \"B0CM6KVCSX\", \"price\": \"$12.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:50:05.761Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "role": "user" } ]	Action_Argument_Prediction	2025-04-25T20:50:05.761Z	click	review	rule	train	1,399	2025-04-25T20:50:05.761Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 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": "2025-04-05T20:22:46.102Z", "action": "click_product", "action_argument": "B0CHS3HWQF"} {"timestamp": "2025-04-05T20:22:55.635Z", "action": "click_product", "action_argument": "B0CWS1S7PN"} {"timestamp": "2025-04-05T20:23:10.161Z", "action": "click_product", "action_argument": "B0D9J8ZWXT"} {"timestamp": "2025-04-05T20:23:38.623Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:42.999Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:23:59.161Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:03.760Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-05T20:24:09.052Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:50:32.192Z", "action": "input", "action_argument": "Rael"} {"timestamp": "2025-04-10T17:50:32.387Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-10T17:50:42.284Z", "action": "click_product", "action_argument": "B0CMDJNG4L"} {"timestamp": "2025-04-10T17:50:59.899Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:05.324Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:51:20.641Z", "action": "click_product", "action_argument": "B071VBZLPX"} {"timestamp": "2025-04-10T17:51:48.864Z", "action": "click_product", "action_argument": "B0713WMZM9"} {"timestamp": "2025-04-10T17:51:53.372Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T17:52:29.217Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-18T14:36:31.344Z", "action": "input", "action_argument": "egg roll hair"} {"timestamp": "2025-04-18T14:36:31.426Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:36:44.091Z", "action": "input", "action_argument": "cold s"} {"timestamp": "2025-04-22T19:36:44.171Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-22T19:37:00.997Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:02.862Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-22T19:37:11.893Z", "action": "click_product", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:37:52.007Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-22T19:38:23.815Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-22T19:39:40.715Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-22T19:39:46.493Z", "action": "purchase", "action_argument": "B000056OWW"} {"timestamp": "2025-04-23T00:10:42.301Z", "action": "input", "action_argument": "baggu laptop "} {"timestamp": "2025-04-23T00:10:42.396Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-23T00:12:23.996Z", "action": "input", "action_argument": "laptop sleeve 14 inch"} {"timestamp": "2025-04-23T00:12:24.204Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-23T00:14:58.140Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-23T00:17:50.468Z", "action": "input", "action_argument": "baggu laptop sleeve 14 inch"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-25T20:48:11.683Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:11.897Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:27.359Z", "action": "input", "action_argument": "refresh bag for car"} {"timestamp": "2025-04-25T20:48:34.299Z", "action": "input", "action_argument": "cooler bag in cal"} {"timestamp": "2025-04-25T20:48:36.815Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:44.346Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:45.052Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:48:57.601Z", "action": "click_product", "action_argument": "B07SLB88NF"} {"timestamp": "2025-04-25T20:49:16.091Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:49:16.748Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-25T20:49:43.619Z", "action": "click_product", "action_argument": "B07SLB88NF"} {"timestamp": "2025-04-25T20:50:04.390Z", "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": "Car Trunk Organizer"}], "cart_items": [{"title": "Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams", "asin": "B000056OWW", "price": "$17.99", "quantity": "1"}, {"title": "DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging", "asin": "B07FSS4R16", "price": "$89.00", "quantity": "1"}, {"title": "DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray", "asin": "B0C5J4M8HD", "price": "$109.00", "quantity": "1"}, {"title": "DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office", "asin": "B0B51Q4QNG", "price": "$189.00", "quantity": "1"}, {"title": "MIAMIO \u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)", "asin": "B0CJVDKJYD", "price": "$36.99", "quantity": "1"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "quantity": "1"}, {"title": "medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea", "asin": "B0DGTMR754", "price": "$19.00", "quantity": "1"}, {"title": "CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces", "asin": "B0C63HWV6Z", "price": "$68.00", "quantity": "1"}, {"title": "Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations", "asin": "B0BRWHDBPL", "price": "$7.99", "quantity": "1"}, {"title": "Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations", "asin": "B0BTCRVZRJ", "price": "$7.99", "quantity": "1"}, {"title": "MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)", "asin": "B0D8KQWD9Z", "price": "$39.99", "quantity": "1"}, {"title": "OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)", "asin": "B08XYMLPJD", "price": "$29.99", "quantity": "1"}, {"title": "Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)", "asin": "7101115721", "price": "$19.99", "quantity": "1"}, {"title": "Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe", "asin": "B0B2MM1W65", "price": "$16.99", "quantity": "1"}], "product_details": [{"asin": "B07SLB88NF"}, {"title": "K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)"}, {"price": "$25.49"}, {"bullet_list": "PREMIUM CAR TRUNK ORGANIZER WITH COOLER BAG: The K KNODEL Trunk Organizer is best for all kinds of vehicles. It is great for carrying and organizing tools, groceries, emergency equipment, toys, foods, sporting goods and so on. With premium foldable cooler section, you can keep your drinks and foods COOL or WARM. Moreover, its reflective stripe makes it more secure when you are carrying it at night. SUPERIOR DURABILITY AND WATERPROOF: Our Trunk Organizer is made of high-quality 1680D Oxford Polyester material, which can withstand the weight of heavy items, and will last you through years of repeated use. Its dividers are made of 3mm card-board that is more firm and sturdy. Therefore, it is unlikely to bend or collapse when weight is added. In addition, the cooler bag is made of waterproof material, you can even put ice inside. SMART DESIGN: Our product features sturdy walls, 3 base plates and 1 removable divider. With 3 divided sections, you can use one or expand it to use both or even 3 compartments, depending on your preference. The removable divider helps you organize differently sized items, and the 6 mesh pockets are designed to store smaller items. In order to enhance your organization efforts, we also designed a side pocket for you for quick access. EASY TO USE INSTALL AND CLEAN: It is really easy to install and collapse this cargo storage bag. If you are no longer using it, you can fully fold it and it will occupy less space. Don\u2019t forget to take it with you when you are going shopping or to the supermarket. It is helpful and eco-friendly. If you want to clean it, just wipe its surface with a wet cloth. FRIENDLY CUSTOMER SERVICE: We are dedicated to providing our customers with well-made products and exquisite packaging and super service. A good choice for your family, friends, classmates and yourself."}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Black"}], "promotion_items": [{"title": "TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)", "asin": "B01ECMRFTA", "price": "$39.89", "quantity": ""}, {"title": "LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...", "asin": "B0D4TJ5D32", "price": "$52.99", "quantity": ""}, {"title": "Trunk Organizer With Built-In Insulated Leak Proof Cooler Bag,Collapsible Cargo Org...", "asin": "B0BL7G4VK8", "price": "$35.99", "quantity": ""}, {"title": "Car Trunk Organizer and Storage with Lid & Removable Leakproof Cooler Bag, Car Acce...", "asin": "B0CK21SJ38", "price": "$49.99", "quantity": ""}, {"title": "Foldable Trunk Organizer for Car Storage - Collapsible Auto Trunk Organizer With Li...", "asin": "B09PLHYVMH", "price": "$106.55", "quantity": ""}, {"title": "K KNODEL Car Trunk Organizer with Lid, Collapsible Car Trunk Storage Organizer, Car Organizer and Storage for SUV, Truck, Sedan (2C, Black)", "asin": "B088NFSJVC", "price": "$21.99", "quantity": ""}, {"title": "K KNODEL Car Trunk Organizer, Foldable Cover, Heavy Duty Collapsible Trunk Storage Organizer, Car Cargo Trunk Organizer with Lid, 3 Compartments, with Straps (Black)", "asin": "B081J47DQV", "price": "$29.99", "quantity": ""}, {"title": "Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black", "asin": "B0BZ6ZN854", "price": "$11.59", "quantity": ""}, {"title": "Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)", "asin": "B088D49F5R", "price": "$39.98", "quantity": ""}, {"title": "Owleys Foldable Trunk Organizer for Car Storage - Collapsible Auto Trunk Organizer With Lid - Trunk Organization (21.6 inch, Hexy)", "asin": "B09PLHYVMH", "price": "$106.55", "quantity": ""}, {"title": "MARKSIGN Deluxe Trunk and Backseat Organizer for Medium or large size SUVs & RVs, Detachable Storage Modules with Built-in Cooler, Patent Pending", "asin": "B07WNV2PRJ", "price": "$45.99", "quantity": ""}, {"title": "LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Cooler Bag for Car Truck SUV-Gray", "asin": "B0D4TJ5D32", "price": "$52.99", "quantity": ""}, {"title": "TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)", "asin": "B01ECMRFTA", "price": "$39.89", "quantity": ""}, {"title": "Fyzeoty Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Lid,Collapsible and Adjustable", "asin": "B0BRSS22XG", "price": "$54.99", "quantity": ""}, {"title": "Large Trunk Organizer for Car, SUV, Truck with Removable Cooler Bag-Collapsible Mul...", "asin": "B0F1FFZ4LS", "price": "$49.49", "quantity": ""}, {"title": "TRUNKCRATEPRO - XL Trunk Organizer For SUV, Car, Truck with 6 Compartments Adjustable Collapsible Portable Non-Skid Premium Cargo Storage Truck Organizer W Straps, Heavy Loads (Extra Large, Gray)", "asin": "B08WRWC68D", "price": "$59.89", "quantity": ""}, {"title": "Simniam Car Trunk Organizer with Insulated Grocery Bag- 110L High Capacity Car Storage Box, with 4 Compartments, Reflective Strip, Cover, for Auto, SUV, Truck, Minivan", "asin": "B085ZSYQB8", "price": "$44.99", "quantity": ""}, {"title": "K KNODEL Car Trunk Organizer with Lid, Collapsible Car Trunk Storage Organizer, Car Organizer and Storage for SUV, Truck, Sedan (2C, Black)", "asin": "B088NFSJVC", "price": "$21.99", "quantity": ""}, {"title": "LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...", "asin": "B0D4TJ5D32", "price": "$52.99", "quantity": ""}, {"title": "Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)", "asin": "B088D49F5R", "price": "$39.98", "quantity": ""}, {"title": "Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black", "asin": "B0BZ6ZN854", "price": "$11.59", "quantity": ""}], "comparison_items": [{"title": "K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)", "asin": "B07SLB88NF", "price": "$25.49"}, {"title": "LIBZAKI Car Trunk Organizer,3 Compartments Big Trunk Storage, Large Capacity, Foldable, 95L Heavy Duty Storage Box for Car, SUV, Truck,Jeep, Includes 26L Cooler Bag-Black", "asin": "B0D97XJFJ8", "price": "$39.99"}, {"title": "Car Trunk Organizer,115L Heavy Duty Collapsible Trunk Storage, with Insulated Leakproof Cooler Bag Vehicle Cargo Organizer with Lid, 3 Compartments, Straps For Car,Suv,Jeep,Sedan-Black", "asin": "B0BS6NWSRZ", "price": "$35.99"}, {"title": "HOTOR Trunk Organizer, Sturdy Foldable with Cooler for Car & SUV, 3 Compartments, Black, 30.90'12.60'10.63'", "asin": "B0D3WR3BD5", "price": "$23.99"}, {"title": "AOPHY Car Trunk Organizer, 115L Storage Organizer with Insulated Leakproof Cooler Bag, 4 in 1 Waterproof Portable Cargo Organizer with Cover, 3 Large Compartments, Trunk Organizer for Car, SUV, Truck", "asin": "B0BVDJX1LN", "price": "$35.99"}, {"title": "HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\"\u00d712.6\"\u00d710.6\"", "asin": "B0CM6KVCSX", "price": "$12.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-25T20:50:05.761Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer>{\"timestamp\": \"2025-04-25T20:50:05.761Z\",\"action\": \"click\",\"acion_argument\": \"review\",}</answer>", "style": "rule" }	{ "answer": "<answer>{\"timestamp\": \"2025-04-25T20:50:05.761Z\",\"action\": \"click\",\"acion_argument\": \"review\",}</answer>", "index": 1399, "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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\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\": \"2025-04-05T20:22:46.102Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHS3HWQF\"}\n{\"timestamp\": \"2025-04-05T20:22:55.635Z\", \"action\": \"click_product\", \"action_argument\": \"B0CWS1S7PN\"}\n{\"timestamp\": \"2025-04-05T20:23:10.161Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9J8ZWXT\"}\n{\"timestamp\": \"2025-04-05T20:23:38.623Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:42.999Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:23:59.161Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:03.760Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-05T20:24:09.052Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:50:32.192Z\", \"action\": \"input\", \"action_argument\": \"Rael\"}\n{\"timestamp\": \"2025-04-10T17:50:32.387Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-10T17:50:42.284Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMDJNG4L\"}\n{\"timestamp\": \"2025-04-10T17:50:59.899Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:05.324Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:51:20.641Z\", \"action\": \"click_product\", \"action_argument\": \"B071VBZLPX\"}\n{\"timestamp\": \"2025-04-10T17:51:48.864Z\", \"action\": \"click_product\", \"action_argument\": \"B0713WMZM9\"}\n{\"timestamp\": \"2025-04-10T17:51:53.372Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T17:52:29.217Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-18T14:36:31.344Z\", \"action\": \"input\", \"action_argument\": \"egg roll hair\"}\n{\"timestamp\": \"2025-04-18T14:36:31.426Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:36:44.091Z\", \"action\": \"input\", \"action_argument\": \"cold s\"}\n{\"timestamp\": \"2025-04-22T19:36:44.171Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-22T19:37:00.997Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:02.862Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-22T19:37:11.893Z\", \"action\": \"click_product\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:37:52.007Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-22T19:38:23.815Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T19:39:40.715Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-22T19:39:46.493Z\", \"action\": \"purchase\", \"action_argument\": \"B000056OWW\"}\n{\"timestamp\": \"2025-04-23T00:10:42.301Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop \"}\n{\"timestamp\": \"2025-04-23T00:10:42.396Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-23T00:12:23.996Z\", \"action\": \"input\", \"action_argument\": \"laptop sleeve 14 inch\"}\n{\"timestamp\": \"2025-04-23T00:12:24.204Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-23T00:14:58.140Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-23T00:17:50.468Z\", \"action\": \"input\", \"action_argument\": \"baggu laptop sleeve 14 inch\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-25T20:48:11.683Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:11.897Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:27.359Z\", \"action\": \"input\", \"action_argument\": \"refresh bag for car\"}\n{\"timestamp\": \"2025-04-25T20:48:34.299Z\", \"action\": \"input\", \"action_argument\": \"cooler bag in cal\"}\n{\"timestamp\": \"2025-04-25T20:48:36.815Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:44.346Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:45.052Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:48:57.601Z\", \"action\": \"click_product\", \"action_argument\": \"B07SLB88NF\"}\n{\"timestamp\": \"2025-04-25T20:49:16.091Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:49:16.748Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-25T20:49:43.619Z\", \"action\": \"click_product\", \"action_argument\": \"B07SLB88NF\"}\n{\"timestamp\": \"2025-04-25T20:50:04.390Z\", \"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\"search_term\": [{\"term\": \"Car Trunk Organizer\"}],\n\"cart_items\": [{\"title\": \"Abreva Docosanol 10% Cream Tube, FDA Approved Treatment for Cold Sore/Fever Blister, 2 grams\", \"asin\": \"B000056OWW\", \"price\": \"$17.99\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 7 Gimbal Stabilizer for iPhone, Android, Built-in Tripod, Ultra-Light, Comfortable Grip, 3-Axis Phone Gimbal, ActiveTrack 7.0, ShotGuides, One-Tap Edit, 10hrs Use, Phone Charging\", \"asin\": \"B07FSS4R16\", \"price\": \"$89.00\", \"quantity\": \"1\"},\n{\"title\": \"DJI Osmo Mobile 6, 3-Axis Phone Gimbal, Object Tracking, Built-in Extension Rod, Portable and Foldable, Gimbal Stabilizer for iPhone, Android, YouTube TikTok Video, Platinum Gray\", \"asin\": \"B0C5J4M8HD\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"DOORXIF 4-Tier Ladder Green Bookshelves Freestanding, Cactus Bookcase Storage Organizer Closet Corner Metal Display Cabinet, Corner Green Bookshelf for Small Spaces, Green Bookcase for Bedroom Office\", \"asin\": \"B0B51Q4QNG\", \"price\": \"$189.00\", \"quantity\": \"1\"},\n{\"title\": \"MIAMIO \\u2013 11 Oz., Set of 4 Ceramic Tea Cup and Saucer Bamboo/Tea Mug - Wide Cappuccino Cup, Coffee Cups Ceramic Mug for Cappuccino, Latte, Espresso & Americano - Luxe Collection (Beige Pastel)\", \"asin\": \"B0CJVDKJYD\", \"price\": \"$36.99\", \"quantity\": \"1\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"medicube Salmon DNA PDRN pink collagen jelly gel mask \| overnight face mask for glass glow skin- elasticity, hydrating, firming and moisturizing \| korean skincare, 28g, 4ea\", \"asin\": \"B0DGTMR754\", \"price\": \"$19.00\", \"quantity\": \"1\"},\n{\"title\": \"CLARINS Cryo-Flash Face Mask \| Visible Lift Effect in 10 Minutes* \| Visibly Minimizes Pores \| Boosts Radiance \| Pro Like Results \| All Skin Types \| 2.5 Fluid Ounces\", \"asin\": \"B0C63HWV6Z\", \"price\": \"$68.00\", \"quantity\": \"1\"},\n{\"title\": \"Sand White and Gold Balloons Set, 60 Pcs 12 Inch White Sand Gold Latex Balloons Gold and White Party Balloons For Birthday Baby Shower Engagement Wedding Anniversary Party Decorations\", \"asin\": \"B0BRWHDBPL\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"Brown Green woodland Party Balloons, 60 Pcs 12 Inch Sage Green Brown Gold Party Balloons Jungle Safari Balloons For Birthday Baby Shower Engagement Wedding Anniversary Jungle Party Decorations\", \"asin\": \"B0BTCRVZRJ\", \"price\": \"$7.99\", \"quantity\": \"1\"},\n{\"title\": \"MOFT Phone Tripod Stand Compatible with iPhone 16/15/14/13/12 Series, Angle Adjustment & Strong Magnets MOVAS Vegan Leather Invisible Selfie Stick Tripod, Peppermint (Without Card Slot)\", \"asin\": \"B0D8KQWD9Z\", \"price\": \"$39.99\", \"quantity\": \"1\"},\n{\"title\": \"OImaster Monitor Stand Riser, Foldable Computer Monitor Riser, Adjustable Length Computer Stand and Storage Drawer & Pen Slot, Phone Stand Compatible Computer, Desktop, Laptop, Save Space (White)\", \"asin\": \"B08XYMLPJD\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"Diamond Sutras, Heart meridian and Rostrum Scriptures (Chinese Edition)\", \"asin\": \"7101115721\", \"price\": \"$19.99\", \"quantity\": \"1\"},\n{\"title\": \"Anker Nano Charger, USB C GaN Charger 30W, PIQ 3.0 Foldable PPS Fast Charger for iPhone 16 / 15 and more series, Galaxy, iPad, Compatible with MagSafe\", \"asin\": \"B0B2MM1W65\", \"price\": \"$16.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B07SLB88NF\"},\n{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\"},\n{\"price\": \"$25.49\"},\n{\"bullet_list\": \"PREMIUM CAR TRUNK ORGANIZER WITH COOLER BAG: The K KNODEL Trunk Organizer is best for all kinds of vehicles. It is great for carrying and organizing tools, groceries, emergency equipment, toys, foods, sporting goods and so on. With premium foldable cooler section, you can keep your drinks and foods COOL or WARM. Moreover, its reflective stripe makes it more secure when you are carrying it at night. SUPERIOR DURABILITY AND WATERPROOF: Our Trunk Organizer is made of high-quality 1680D Oxford Polyester material, which can withstand the weight of heavy items, and will last you through years of repeated use. Its dividers are made of 3mm card-board that is more firm and sturdy. Therefore, it is unlikely to bend or collapse when weight is added. In addition, the cooler bag is made of waterproof material, you can even put ice inside. SMART DESIGN: Our product features sturdy walls, 3 base plates and 1 removable divider. With 3 divided sections, you can use one or expand it to use both or even 3 compartments, depending on your preference. The removable divider helps you organize differently sized items, and the 6 mesh pockets are designed to store smaller items. In order to enhance your organization efforts, we also designed a side pocket for you for quick access. EASY TO USE INSTALL AND CLEAN: It is really easy to install and collapse this cargo storage bag. If you are no longer using it, you can fully fold it and it will occupy less space. Don\\u2019t forget to take it with you when you are going shopping or to the supermarket. It is helpful and eco-friendly. If you want to clean it, just wipe its surface with a wet cloth. FRIENDLY CUSTOMER SERVICE: We are dedicated to providing our customers with well-made products and exquisite packaging and super service. A good choice for your family, friends, classmates and yourself.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Black\"}],\n\"promotion_items\": [{\"title\": \"TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)\", \"asin\": \"B01ECMRFTA\", \"price\": \"$39.89\", \"quantity\": \"\"},\n{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer With Built-In Insulated Leak Proof Cooler Bag,Collapsible Cargo Org...\", \"asin\": \"B0BL7G4VK8\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Car Trunk Organizer and Storage with Lid & Removable Leakproof Cooler Bag, Car Acce...\", \"asin\": \"B0CK21SJ38\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Foldable Trunk Organizer for Car Storage - Collapsible Auto Trunk Organizer With Li...\", \"asin\": \"B09PLHYVMH\", \"price\": \"$106.55\", \"quantity\": \"\"},\n{\"title\": \"K KNODEL Car Trunk Organizer with Lid, Collapsible Car Trunk Storage Organizer, Car Organizer and Storage for SUV, Truck, Sedan (2C, Black)\", \"asin\": \"B088NFSJVC\", \"price\": \"$21.99\", \"quantity\": \"\"},\n{\"title\": \"K KNODEL Car Trunk Organizer, Foldable Cover, Heavy Duty Collapsible Trunk Storage Organizer, Car Cargo Trunk Organizer with Lid, 3 Compartments, with Straps (Black)\", \"asin\": \"B081J47DQV\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)\", \"asin\": \"B088D49F5R\", \"price\": \"$39.98\", \"quantity\": \"\"},\n{\"title\": \"Owleys Foldable Trunk Organizer for Car Storage - Collapsible Auto Trunk Organizer With Lid - Trunk Organization (21.6 inch, Hexy)\", \"asin\": \"B09PLHYVMH\", \"price\": \"$106.55\", \"quantity\": \"\"},\n{\"title\": \"MARKSIGN Deluxe Trunk and Backseat Organizer for Medium or large size SUVs & RVs, Detachable Storage Modules with Built-in Cooler, Patent Pending\", \"asin\": \"B07WNV2PRJ\", \"price\": \"$45.99\", \"quantity\": \"\"},\n{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible Trunk Storage Box with Cooler Bag for Car Truck SUV-Gray\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"TRUNKCRATEPRO Trunk Organizer For Car, Suv, Truck \| Premium Adjustable Multi Compartments Collapsible Car Trunk Organizer With Securing Straps & Non-Slip Bottom (Large Size, Black)\", \"asin\": \"B01ECMRFTA\", \"price\": \"$39.89\", \"quantity\": \"\"},\n{\"title\": \"Fyzeoty Car Organizers for Trunk for Suv Sedan, Leather Storage Box,Extra Large,Magnetic Lid,Collapsible and Adjustable\", \"asin\": \"B0BRSS22XG\", \"price\": \"$54.99\", \"quantity\": \"\"},\n{\"title\": \"Large Trunk Organizer for Car, SUV, Truck with Removable Cooler Bag-Collapsible Mul...\", \"asin\": \"B0F1FFZ4LS\", \"price\": \"$49.49\", \"quantity\": \"\"},\n{\"title\": \"TRUNKCRATEPRO - XL Trunk Organizer For SUV, Car, Truck with 6 Compartments Adjustable Collapsible Portable Non-Skid Premium Cargo Storage Truck Organizer W Straps, Heavy Loads (Extra Large, Gray)\", \"asin\": \"B08WRWC68D\", \"price\": \"$59.89\", \"quantity\": \"\"},\n{\"title\": \"Simniam Car Trunk Organizer with Insulated Grocery Bag- 110L High Capacity Car Storage Box, with 4 Compartments, Reflective Strip, Cover, for Auto, SUV, Truck, Minivan\", \"asin\": \"B085ZSYQB8\", \"price\": \"$44.99\", \"quantity\": \"\"},\n{\"title\": \"K KNODEL Car Trunk Organizer with Lid, Collapsible Car Trunk Storage Organizer, Car Organizer and Storage for SUV, Truck, Sedan (2C, Black)\", \"asin\": \"B088NFSJVC\", \"price\": \"$21.99\", \"quantity\": \"\"},\n{\"title\": \"LIBZAKI Oversize 4 in 1 Car Trunk Storage Organizer, Multi Compartment Collapsible ...\", \"asin\": \"B0D4TJ5D32\", \"price\": \"$52.99\", \"quantity\": \"\"},\n{\"title\": \"Trunk Organizer with Cooler, Collapsible Trunk Storage Container with Non Slip Bottom Strips, Large Multi-Compartment Waterproof Car Trunk Organizer Groceries for Vehicle Sedan, Suv, Truck,Van(Black)\", \"asin\": \"B088D49F5R\", \"price\": \"$39.98\", \"quantity\": \"\"},\n{\"title\": \"Deosk Car Trunk Organizer for SUV, Car Organizers and Storage with 6 Pocket, Car Accessories for Women/Men 50LWaterproof Polyester Trunk Organizer, Black\", \"asin\": \"B0BZ6ZN854\", \"price\": \"$11.59\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"K KNODEL Sturdy Car Trunk Organizer with Premium Insulation Cooler Bag, Heavy Duty Collapsible for Car, SUV, Truck, or Van (3 Compartments, Black)\", \"asin\": \"B07SLB88NF\", \"price\": \"$25.49\"},\n{\"title\": \"LIBZAKI Car Trunk Organizer,3 Compartments Big Trunk Storage, Large Capacity, Foldable, 95L Heavy Duty Storage Box for Car, SUV, Truck,Jeep, Includes 26L Cooler Bag-Black\", \"asin\": \"B0D97XJFJ8\", \"price\": \"$39.99\"},\n{\"title\": \"Car Trunk Organizer,115L Heavy Duty Collapsible Trunk Storage, with Insulated Leakproof Cooler Bag Vehicle Cargo Organizer with Lid, 3 Compartments, Straps For Car,Suv,Jeep,Sedan-Black\", \"asin\": \"B0BS6NWSRZ\", \"price\": \"$35.99\"},\n{\"title\": \"HOTOR Trunk Organizer, Sturdy Foldable with Cooler for Car & SUV, 3 Compartments, Black, 30.90'12.60'10.63'\", \"asin\": \"B0D3WR3BD5\", \"price\": \"$23.99\"},\n{\"title\": \"AOPHY Car Trunk Organizer, 115L Storage Organizer with Insulated Leakproof Cooler Bag, 4 in 1 Waterproof Portable Cargo Organizer with Cover, 3 Large Compartments, Trunk Organizer for Car, SUV, Truck\", \"asin\": \"B0BVDJX1LN\", \"price\": \"$35.99\"},\n{\"title\": \"HOTOR Trunk Organizer for Car - Car Organizer, Foldable Trunk organizer for SUVs & Sedans, Sturdy Car Organization for Car Accessories, Tools, Sundries, Black, 2 Compartments, 21.3\\\"\\u00d712.6\\\"\\u00d710.6\\\"\", \"asin\": \"B0CM6KVCSX\", \"price\": \"$12.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-25T20:50:05.761Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }

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